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	<title>THINKING LOUD ON CLOUD</title>
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	<description>My Ramblings On Virtualization,Cloud Computing,Enterprise Architecture</description>
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		<title>Symantec Endpoint Protection Integration with VMware Horizon View &#8211; Part1</title>
		<link>http://thinkingloudoncloud.com/2013/06/symantec-endpoint-protection-integration-vmware-horizon-view-part1/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=symantec-endpoint-protection-integration-vmware-horizon-view-part1</link>
		<comments>http://thinkingloudoncloud.com/2013/06/symantec-endpoint-protection-integration-vmware-horizon-view-part1/#comments</comments>
		<pubDate>Sun, 16 Jun 2013 19:01:51 +0000</pubDate>
		<dc:creator>Samir Roshan</dc:creator>
				<category><![CDATA[VDI]]></category>
		<category><![CDATA[VMware]]></category>
		<category><![CDATA[Symantec SEP]]></category>
		<category><![CDATA[VMware View]]></category>

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		<description><![CDATA[In one of my recent VDI projects I was working with Symantec Endpoint Protection as the choice of AV solution. When I started working on the project I was not able to find much information on the exact steps required for me to design and implement a Horizon View solution with Symantec Endpoint protection. I [...]]]></description>
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" alt="" width="223" height="118" /></p>
<p>In one of my recent VDI projects I was working with <strong><a href="http://www.symantec.com/en/in/endpoint-protection">Symantec Endpoint Protection</a></strong> as the choice of AV solution. When I started working on the project I was not able to find much information on the exact steps required for me to design and implement a Horizon View solution with Symantec Endpoint protection. I worked my way across the design and implementation by reading various whitepapers both by VMware and Symantec.</p>
<p>This prompted me to work on a series of blog articles which covers the Symantec SEP integration with Horizon View , I would attempt and complete it in a 3 Part series. I want to give due attention to each step and provide enough information for anyone who would need a reference on this topic which is why I will be separating it in 3 parts.</p>
<p>In the first part I would discuss the various components and the architecture for this solution.</p>
<p><strong>How SEP Works?</strong></p>
<p>SEP client needs to be installed on each client virtual machines in case of Horizon View VMs this will be installed as part of the desktop base image. The individual clients will protect the virtual computers. The SEP clients would report to the available <strong>Symantec End Point Protection Manager</strong> and get content updates from the internal LiveUpdate Administrator.</p>
<p>In order to optimize the performance following are the available features in SEP.</p>
<ul>
<li><strong>Virtual image exception:</strong> White list files from standard virtual machine image to optimize scanning.</li>
<li><strong>Shared Insight cache (Security Virtual Appliance) :</strong> Shares scans results centrally across virtual clients to reduce bandwidth and latency</li>
<li><strong>Resource leveling:</strong> Randomizes scan and update schedules to prevent resource utilization spikes.</li>
<li><strong>Offline image scanning:</strong> Finds threats even in offline virtual machine images.</li>
</ul>
<p><strong>Components of this solution</strong></p>
<ul>
<li>VMware Horizon View 5.2</li>
<li>VMware vCloud® Networking and Security 5.1 (vShield Manager , vShield Endpoint)</li>
<li>VMware vSphere 5.x</li>
<li>Symantec SEP 12.1.2 (Symantec Endpoint Protection Manager,Live Update Administrator , Security Virtual Appliance , Virtual Image Exception Tool, ClientSideClonePrepTool)</li>
</ul>
<p><strong>Logical Architecture</strong></p>
<p><img 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" alt="" /></p>
<p>The basic architecture of the Symantec Endpoint protection is same as the reference architecture for AV solutions integrated with vShield for VMware View , there are two other AV providers who have a similar offering <strong><a href="http://www.mcafee.com/in/products/move-anti-virus.aspx">Mcaffe MOVE</a></strong> and <strong><a href="http://www.trendmicro.com/us/enterprise/challenges/cloud-virtualization/virtual-desktop-security/index.html">Trend Micro End Point Security</a></strong></p>
<p><strong>Communication Flow</strong></p>
<p><img src="data:image/png;base64,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" alt="" /></p>
<p>The communication flow for SEP is described above , major role to reduce load for the scans are played by the Symantec Virtual Appliance which integrates with the vShield framework and provide a shared insights cache. The VIE or the Virtual Image Exception tool does white listing of files and makes sure that only the files which are changed get scanned hence reducing AV storms.</p>
<p>In the next two parts I will cover</p>
<ul>
<li>Implementation details for all the components</li>
<li>Configuration details</li>
</ul>
<p>&nbsp;</p>
<p>&nbsp;</p>
]]></content:encoded>
			<wfw:commentRss>http://thinkingloudoncloud.com/2013/06/symantec-endpoint-protection-integration-vmware-horizon-view-part1/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Interesting Trends for Virtualization,Cloud Computing and Big Data Last 5 Years</title>
		<link>http://thinkingloudoncloud.com/2013/06/interesting-trends-virtualizationcloud-computing-big-data-5-years/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=interesting-trends-virtualizationcloud-computing-big-data-5-years</link>
		<comments>http://thinkingloudoncloud.com/2013/06/interesting-trends-virtualizationcloud-computing-big-data-5-years/#comments</comments>
		<pubDate>Thu, 06 Jun 2013 17:52:33 +0000</pubDate>
		<dc:creator>Samir Roshan</dc:creator>
				<category><![CDATA[EA]]></category>
		<category><![CDATA[Tech Trends]]></category>
		<category><![CDATA[Big Data]]></category>
		<category><![CDATA[Cloud]]></category>
		<category><![CDATA[Virtualization]]></category>

		<guid isPermaLink="false">http://thinkingloudoncloud.com/?p=541</guid>
		<description><![CDATA[Recently I have been working with my clients in strategic and advisory capacity , some of these inititative require me to jointly develop the future roadmap for my clients. When you work on these projects it doesn&#8217;t necessarily stop with Virtualization and Cloud Computing which obviously are top two focus areas and strengths that I [...]]]></description>
			<content:encoded><![CDATA[<p>Recently I have been working with my clients in strategic and advisory capacity , some of these inititative require me to jointly develop the future roadmap for my clients. When you work on these projects it doesn&#8217;t necessarily stop with Virtualization and Cloud Computing which obviously are top two focus areas and strengths that I have.</p>
<p>During the course of this project I started looking at some of the global trends that we see in these focus areas (Virtualization and Cloud Computing) however I also looked at Big Data , the results were very interesting. The data that I used for this technology trend analysis was based on the results that google has over the past few years of search trends for these technologies.</p>
<p>The trends that I saw and compared may not be directly related to the adoption of the technologies , but it gives a fair idea about the interest in these areas. Lets look at some of the trends below.</p>
<p><strong>Legends used</strong></p>
<p><img src="data:image/png;base64,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" alt="" /></p>
<p><strong>Virtualization Trends</strong></p>
<p><img src="data:image/png;base64,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" 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<p>As you can see above the interest in Virtualization started around 2006 end and gained momentum and peaked in year 2010. In the year 2006 VMware released it&#8217;s new Hypervizor VI 3.0 aka ESX 3.0 which had a fundamental shift in the VMware&#8217;s core Virtualization product over the earlier ESX 2.0 , this may be a coincidence but we can always try to make sense out of correlated events and here the data indicates and supports the theory that this product was really a market changer and generated a lot of acceptability in the market. Post 2010 we can see a steady decline.</p>
<p><img 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" alt="" /></p>
<p>I was also interested in knowing the market segmentation and looked at how this trend mapped to regional interests.Now here it gets quite interesting , this is the final interest rankings you can see above over the five years of data analysis , the interest ratios has changed over the years for example if you see the trend in early years 2005-2007 United States was leading the pack. But current data indicates it&#8217;s the Indian Subcontinent with the most interest what does that indicate, again if we want to manipulate this data that means there is a business opportunity and a growth which can be tapped in this market.</p>
<p><strong>Cloud Computing Trends</strong></p>
<p><img src="data:image/png;base64,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" 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<p>This data is in the lines of the recent use or overuse of cloud computing words and all the tech companies providing some kind of cloud technology and offering to it&#8217;s customer base. <strong>XaaS</strong> is the best way to describe this fill X with whatever you like <strong>I &#8211; IT</strong> , <strong>S &#8211; Software</strong> , <strong>P-Platform</strong> , <strong>B-Backup</strong> and so on. As we can see the whole cloud game started around mid of 2007  and picked up by late 2011 and early 2012 since then it has been on decline but still above the Virtualization trends , I blame the overuse of cloud terminology for this. Also starting end 2011 and early 2012 many companies started to move in the direction of adoption for the cloud technologies. However the decline is alarming with such a rapid pace.</p>
<p><img 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UKhUCieR41IoVAoFIoPNSKFQqFQKJ5HjXh9jIbDZrUCAFVNraiKA7qj67qqDgeD2z41CoVCoRwDNeKVMej3dzsdt1Kpl0s2EvU4JnKCsMhRNEBoWC0Pq2WL49QNZKCNwe7ubZ8vhUKhUA5AjXgMvVaz12x4o9HsT+l3u2Uo2vmcgZN6KgkCNlJJI5UkEGjpmpWWm7rSMQ0VGDubJkmplMtf3/lTKBQK5QJQI3qe5w37u27ZMqW4KWLX1JVIUImGSmnJl2LHrZ15BIDYDiGGnCKSaKVlXZT0pEQksRThdktWOZchoqgnJQXlGprqqmBl0qPzGJdCoVAo1827bsTddmuw29MxDwEEYbYqYgizVXEb2E0rzkOYBY7VtsId1zntKMMhQYhIop6UCBZdpUhYhkhirVjQZYlIIpFEIood0/D7Tpu6ZudzzZ2dm3qXFAqFQjmbd92ICmKBY4FhASEIs8AgiHPAsIQLGSIGLqQgBhgWEHPSEUaDAYQ5BSGSFAmWCIsIFoFBwKC6BoCQyjFEEnuW5etwWC1rEFARAsQa8XjbdW/y/VLuILVGlzbaaPPb7X4Z310j1lQY7PYMEUOYLSe23Aw2tiPAoV4xU5cTgDf0GOekhF4x0ytmFMzuQH46Uuw0GoN+f9Dvlwr5HULsXHankDfkFHColM2QpNQrWb3S2IKlbGaiQ7/1bLtftu1seofQBX4oFArlTvCOGtEhihIJ7kBeQcFmRnLlRK+YqSXjthTxFdjJyd1C2r/dK2YIZk0crRaykyNUFOi123VFsdKyIacMHLfSsqMUrYy8U8gTUeyX7Sn/mUeMqJlp2bWtwe5ua2eH9qBSKBTKrfPOGXGw2xv2d4HfaOVSWiwMHDsJBNt5uVuQJxY81OppUY/znucN+v2aTkhSbFQruoCNVLJj6kaQ3dE0U076WUMHAocUOKyWO6bRJKrf1A3UqtU8z+s2m36R6m1fGAqFQnnXeeeMCExAjYSAQ8AhV04AQoBYNcy6OWHaf24aT98FngMWNUFVuQBwqApRwiIQ4yBiEyFgEHABlWNAjFsc1yLQs7VDOrQ4jiAEDNKToibLKkIgihDmLBaVigVdFOkIRQqFQrld3iUjjkbVYk4No3Jii+BgIy3pMc6VhV4xsyNhwqNDRrRwdBw75lJ+dFguFjQ50dK1YbXctVQiiVZGJpLYMkivUurZpiGnqrHw0ehwWC2TIDJSSVdRh9XyoFJSZUwksWPqVkYuQ9ESBEOWy8Viv3vLieVDtF2nZpC264yGw9s+FwqFQrle3iEjjoZDiAQVFpWFmJMb9446mXEsaGHUK2ZsgZtI0diOWHEeApzKb1ZyOc/zysV8x9SNVLJftnu2TSSxroKVlmtQ8LW3W7JcgKM67JdtktzPLDaJZmUzpVy2Y+rldLoMRQWhSiHnqgAI3alp3rqNeqNSLhfzChtwLdO1zUaldNsnRaFQKNfCu2LEbqPueZ4hbAHHQpgFLjA24l5nqVuQ7Thvi5GJERsZCcIsILZuGRYWPc8z03LXshwolnPZYbVspKRepdQv23YmPT244mhzlWJLVyd37UxaZQPDarlt6pAQiCQqSckvTLUinCGneu32bV+wMY4CFaXY73YGg93mTpUakUKhvMW8K0aEAGpVy4NeDzjWxNGWnKyK24TftHC4nhZbuZSdiJAYN91x2snLJo5CGEGYdQzi7RlxWC3bGbmpa9V8zjfcoFLqWuopRjxUX7NTzPcqpWG1vFPME0msFvLVQn7PnaqVzdx6F+VoNKqXS1VVMdNJIiWIKAz6fX/7JY/cLNtXcYJvI5O1gj3P87yVFfYZd5unQ7lK9G8ePn369OnTp+vf6Hvb1p98QRcLvmu8E0Zs71QAsYA21PDeSHwOAcfqKAIIgcASNgwITXpQe8UMcIiwHHAIELLjIsQxKMpkwu6urQFCR8tnZmmDSsm/UYYwSUqAmMnGnm0DQru3nUpsu07XdQhsgRAHjCGO7ZxMMFYiHLDIAjjluV3XaVTKrmVOb2zWqsCgXcdR41hBmGB819Kld4JpI2pkbkW83dOhXCWxV09fHdbfRw8fUiPeNd4JI5YyKb87lGyF9SAycRQYVEvGGxkJEGNuR7QY5/emKhyazi+2cylAATuXhQDTMsgF/HdS61VKRirpKuOko6PCsFou57KOaVzJWx4OBrvn7HptObVWbcfCgi4lHEv3a2qUONYSWE8mQIzbuYwtC6V89pSDqJmEa5vdZuPoQ65l1grZSmTDTietTPJ87+ddYN+IlWer4ks6c8NbROzVdHA43vTw4frpRsz/5Z/fhXadF+bO8ZYb0UwKWiysRENKJNgrZpoZCSKcKWIIs82MpEZDEGb9pkSC5cSWmx9X3KgY94oZfTsCRKkW8w4otWLhCo3oKlFTTrVNvWPqfsWpKadKhfy5Ftw4ln6v569L5RwM1E6nnJa1BNYSGGRJlwQrk9JToi4lAGNNjOuSYKWxlU6BmOj3eqcc55T+3h1NaSiFrmX4xz/HW3pH0MjKau6L5+zcPD/VX9r63jK/sMrPvyfOPyeeRlZW+bn32IVl/sF74pt19sE8/8bzPK/18gN2bq3ybJmfW+YXlvmFeZY69c4Q/OLh+tzcfp+p/s3a2tov187qNb11F1IjvoX0ux0lEgSeaeVSvWKmJIRa1bKdxko0VC3mVBZpW2EIsxrD1dPiZIQ+cKyxHbHTEkS4QaXU0JRSNn2FRlTZQMsgtWJBkwUiiQQxpUK+22xe/v126vVSId923Yqq+Mm/iqKcUb86GhGE9GSiqilExHoy4biOmUntdruEZa1s2pQlIuGWU2tWKxc+sXIh1yLKoGSWc2m3ZF34OG8tGllZFR/Msy+f8ytftyYbH6z6szdUvrci+vu81CbbWy+f88+4wzlIGmXeLfRv1scu9DtPY6/Wv9FnyCPeugupEd8e+t1u3TIshIDfgDAChPz4DzjkV5CqGAPmASFLwoeG56sYAYcUxA0HfUBslQ8DQpP835U0Z2+QBkEbhEWAkCXLlymoGQ2Hu51OUwGFj5KkBAiROFZRQEWoooAD6qDf12QZAujYpzeqZZPZ0BIYcNypuwAASACEACHAuMLkAV08rdVtNv3jWDIGhBQBQwBdPhp+29DIyupEb3s+08iDVX5hlV9Y5efHRsy98fZNmftaXPiykvtaHEtUIyvj/akR7yCxV0/Xf/XLcUqRGvEO8tYacdjfVXkOwshOicZWGLj9Afh2nIdYeBwLRgKdqflLbTFSS8Z3knEF8/5xHFDMtOwq0SvU4XQjoaAppwhzcUO0XbdVqymqUjMMwqBqITesli0+4ge1LlFL+Vy9VGru7HSbzVOKRYeDgZ1Lu2BqYry5Ux0OBo6hg4i1BDbkZFVTLnZ6PsoGIpJgykk1IJbSScC4ohSpFA8wFeflvhYX/NBwP0Y8uM9U7PjfVsWXz8eB455KaYx4N4m9err+xZOPnk5xpOBmn1t3ITXiW0WzYgOHmpWSvh1Rw2h6WIUaQb4IIcJaOOqkBD9MdNIYwqzKbwIXmBzHkFM9274uI7LISCWr6mkFnKew2+2SpEQkEQRspJKEZYxU0sqkIY79AY52ONKp12c93GjUtC3XNps71enN/V7v9PRhr906fWAGkbCRTFiZFGGRlsBKEPkjOk4/7LvFgZ7P1twcu/BlZZJHXFhh51ZyxxnRm5tjl5dJzvM8Tpz/Kb+wyj+Y4+d/yn7v+O4Ayo0Te/Xkg/WPnj59+uSLNTr64m7zNhvR8zwL49FgAJGggrm6nGhmk3uhYdDcjvaKGSuJTcybOApx1CtmnISgRkONktVxxgs/DQcDPSldkw6H1bLNhS9TUFOBYrWQI5IIDCKSSFhUhiKRRHVjPFDEmlL79eGWLEOWGpXSSV6sqGCmk0SMO8WcmUw4ENTEuOd5DrlU6EnxPG9lhX1z9l4UCuVs3jYjAocqEiYs409S0+12Pc+z4hiYvQWB2QDgoCNjiLBKgHGyfmgoAkL+0sGODrvt1uSAJYytzFXW1BxNKIKIm6cO8jsFBYAg0ZJlQIhIIiCkJEWLEEBIDbGKCmo87nneDYz/2+20y1AAnDj2Uccyuq1m23UAIQghBwDEeLfZAIQqQNf9uBTza+xtnwKF8pbwthhxLzTRcVTlN4FDphT3PG/YHy8ooaHNioib2aQrCyaOKhzjD7rQ0KYrJ9p5meAAhFkIo16ruXfIkWuZKjpmXacrbFaEM9NpwPhi7xswJknJzqRbukIk0eJQ2yCmnNoh+4OfRqORyaCW49yFGVMJQlY6CQW5AoVSPquIWJeE3c5dmbXunjGuo6F/UlAoV8PbYMR+t6sKIf92KS2VMklgENkKd1xHCzJ2WhoO+hq76a8ADHFWi4UhzJYTWyq/CWFUFbedlOAkhHJiG1DQl2unUTfT6Wohf30ZRL+pHKMnpdpFB+bbuVwpnzNSSRfAzsiERcNquWUQQPtJpLbrAoN6rdYpx7kxRqNRt9mA8EZVBTMlljJirZi7ZNkOhUKhXAn33oi77ZYWC5OtiH+3lElZqYSCOVdO6EKMoEhZ3CbbERvHIcyq0ZCJIhAJkhDqFNIavwnM/lymjYykBIKDXm+wu2sh1DGNa3XhsFru2aYpyzVdv/C4i069bmbS5WJBZRCRRGBYRykaqaSS2p8U5m6uvFhVii7knQjbJoomxmmJDYVCuXXutxEBMbCBIMYBQlWieMOhAgBhFhjWjnPKRgQQ48hxkDBwnMZzZCsMiFVxCBADHFJwSGGRgoO9YsbJyWoAAUL9dluPY+e4RZ2uvLkqWOiC/aX7FyEa1RECjIFBEEAEMWUAwNjA+I7EhUcZDgZaHGsBBIgxZbFZsg05acjJ06eIo1AolGvlfhuxEsip/CaJccCMOwkJjnue1wCwkgKEg3UF9K2wxnMlQRwO+p7n9bsdgnmQ4ibmO3mZsHsDExmkxTgQQp7n1QwdGNSzzes2YrWYJ5J4jtERxzIamZm0uoGqhTxJSs2dncHurh7m2oZuptN3IXd4lE6jbqaTzVrVG438iXV2e71+r3c3w1kKhfKOcF+N2K27g90ebCJbiHUKaWDHRrRzsud5GuaMxDZEgiWQayqoMU5DrGvq3mhkZYSappAYB5EgiXEqj/z8ohpGkzIcz/PsZJJIYl1THGD6VzpbzXQrZTNGKqmnkm3XvczVaLsuiNhKy8Chwe7uYHcXUKpayN2FhaWOpd/r+uM02q6jiXH3PFOwUigUyjVxD404GrWdHQMjHfMKh1R+syRsqfx4amTgmP1i0cFgNBjsdtrjRS1azZoGgNjhoK9yQY3fhDALAlIiQSseI2xk2N/tNBrlYrFcLBhpbGUzRBJ1HN8tnbYa8GXaTrFAkmK9XC4XCpe8JoRBRBLNtOx53mB3lwhxPSnd+sJSxzJdWUriuKmBnUm9y2Mwao0ubbTR5rfb/TLePyNWC1myFVbRhhIN1S1oVSuNsj0ZQaiym7Z8zAyc3W7XG416raaKIoNe18bhRloytiMkgsYrYHABb2920E697liWnkoSSSSSeB1G7Nm2qxTrquKqYGfSbumy6+jWCLHScgUh/13UXae1N8nAdXDhpYObtWqpMJZf23VIMNBQi7qU2NFpuSmFQrll7pkRVYQgjJyEABhZGEMAdVzH8zwrIRiI8TxvNBxCgC1BUuXDEEAQR6qwqWAEHOq3261qBQJI45GGkZMSWrk4IOQWZDcvTzKRnuftdjqAkMEGVBRwQL2O6LBrWQQCBk4CQnpSdK3LGnGwu2vImKDDM3eVLjr2/xRqRAUOXWD9in63Cwg5xnispIVkBwJWZJOgDYJQ3XFMJmDJsgXqVZ8yhUKhnM19MmK/01E4VBW3je0oRNAO5AmKaVuRbqMObECJBD3PGw0GEGZVnlP9TtEw26yUNH5T4zk1uglhVkFBJRIChlWjISUaAo7VYlxdTsDmgdnORsNhRQErk24SZVgtO4pyDVI0zLQ8HAysbOaSecTx9el2S4X8gcDa2xoAACAASURBVC29niHLlz/yhLbjlIs5MyWWuFCzVj37CSdgyQldEvRkoquSQckclEyCcSkjO8CUszKRhCs8ZwqFQpmR+2TERtm2cNjEUQizBPOmiFXEtWpVbzQCEWsxbrfTtpKCth1Rov4ENEGFQ/1u10oKEGGsOK/HOOBYU4oTxNlpSeU5A2GyHVUiQevg9GODft/KZlwVrIzc0jVFFq1MumWQK88jWtmMIaeaOztXcon8us0JNdOol0tXcuTdTscxiCIkGmqxRRSCpPPOxTrY3W3WqiSA9JRERFxXCr4L/eYqMCiZXctoaqBLQr1yjtO2svKg260oxV675ShXHxNTKJR3hPtkxBpRlAgDkaC2FdaCCMKsthHRYtyg1yOIs+IxU8SA2FImCRFWiQQhzEKAGQ2H/W7XwljjN+tpEVjW8zw/79hrNRwVStlUx3WUCHfo5Qb9fqmQJ6JoZdK9VqvTqFvZjMqiq9JhrVgoZTMkyNZ0/aqMeIgdol3J6ItmtQxCvFbM90xSyWdMWerUzx3U1nSiJbCWwJoYByRbsjRtxEmrZGWnmNPF4+dHPRYiCVZGLmVSRlIEHK+qcDfHnFAolDvOfTJix3Uait2qVhQu6C8CDAjZUkQVtoBDGo7YiYiKEbABQEjlQhBBgBDBWGUZQCxhkSMKwHAkxgFCJoM0nlNinIpCBPPNE4IS17L3A6/RiCDWVa9m8H6TqCZKEjluo5zCHfbxHWE0HFpiHBixCQrhgoCxa1vnKqtpu04pn4UAAoQqHAMINVVtUDKboDRBPWrEpqoBxkp81okLdns9iGNA3KBkViIb/quoSASWsWS5bp872UmhUN5Z7pMRJwx2exBhdyQMHLLiMTUaguB4elILsyrP7UDeNQnZCgPHqlthA0cVnHB1tSxiJy+7csIQ49PLJSrRUL/TmeWlXdsu57OX12HPtncK+VI245ezGnLy7Ne+eUYjgoRyVu7bBiDmvHHhbqejYMmSpYZS6FrGsRHhsc2FvJVNz/gq3VazqimQlwcls2+PX8XOpGADVXJpI4lNOXmBiJZCobyD3Esjep7XqlbIdgTCrMZvViWsos1yNlXOybaIvdGoW3c9zyvn0qbIOIamRkPABnqNusZvmjHOjvO+C+tpEXC4V8yY25FKYbb5w0ajUj5XJ5ctQO1aVkNTd6AIcWzIKTJzSHTDQBD5joHgudefbVYrpVx6dhH6ra2rejLR3RtUeibDwaDf6xE5XsnKRBRUAevJRLmY7zTqejKxU8jqktBtNM578rdEy1/yd2GVX/iy4nkHVgam3GNir54+ffr06d56wfo3608PbKDcEe6VEUejunWgbgL4jaqIVX6zckpF5Wjk6CpwqOs6Kr8J0YDKbzopwUkJBo4aGxFjO2pK8dlXEOy4rpFK9mztMkYcVEo7hbydlo2kuEO07nWOHbwMkIhXsnKtkLUy545iB7u7gPG5dNgElUiCa5m99vlmZO13u0ZKbLvOcNDv93p+v26/1wOAllO78OjJG+bNl3si9Frz8/wtnw3lqtC/WffVF3v19OmrmOd5sVf+v5S7xv0w4m6rCQyrcQxscRbmtC1OQWiw2ytlklZS2D3u13M0GNRtExBXyWdcDSCCLBHbInYAKvl0OSeXc3JNKVZyct06x0pMg263ogDIssVHLtpfqikB1CSqo+hEEgFjhQvfwZ/sfrdL4piwSBWwgpiLTRoOXGB2HXZVAgFkEQUwVraO+b04/Sr1e10LEnBkROb9gXzvp+z8um9Eb2WFfePtxYgaWVnNzb/HLqzyK1+3vPF2fuFL8vI5/4zzPC43HVm+fC6+/Do3HWiurPILq/z8iujfXX7OL6zm3njeM/9ZNAy9EfRv1h4+XPt3Xf/V+sO1fz87OMz/5Z9fR7uBd3p/uR9G9DzPSiVqyXHyry4nrCQ2hNjoYElhr9lQQkzHdQbdLtmOmDgKKGynxLazo/OBupzYkbCC0G6nbYrYFHFNUywBl/Np19QVMtOcKc3aTqde73e7Fhe+gA4tjutaRtc2SVIs5TJEEi3mLv6C+yGXmRIVjHUpccoE3IfmTR0OBr12q1mrQihoppNEPDtG3LUNF/K1YtaUpXExagI7JqkqRdc261PRcymfsZXThld2mw0lEW/VrqVw90aozE13mXrTRuRXvm55XG5hNffGqzxb5Z9xXu5rcWGVf8aN73pcbmFVfKl5L5+zk91Wvm6NH/W8heWcb9nlZT8AbX1vmfc8b/4Dlirxull/8sFeJ2ns1dP19fWnT58+PL3PlBrx5rk3RiTbkWY2OSmH6RZkld+0kgeGcg8HfQgjOy1V8hl/TWBbjFTymR3I2xLuFTOunDBFbCUFEAMQZtUYBwFOjYb0rTBhw3V71vmmh4MBCQYuYMSWrhopyVGKOk4SSdSTEiD2Gq7WZRkNBlVN0cS4Esd2LnPSTNydultVldFoNJmqtFEp68lEJZd2NlDPJDNGhz2TgCxVlKIq4I6uVnNpEBIu5GuFrJWJ+0fu97p6MqEncc0g/jImR056tKOpRIwbSfGej76oPFvlF/xe030jii81P9rLveFyC89Jbm/PZ9z0E8dG9DfmvhYXvqyMw03Pe7bK+geZ2wsW/STleDvluvF7TSedqGd1nlIj3jz3w4gd19G3IxMd9ooZJc6p/KbfRdbvdLp115TiEGaBY+u2aaUlHfMlIQYRZjjo6/GYm8a9YkbfjjQrNtkKWwLnV+V0C7K+FdFiYTcrqPzmsR2wxwIoeAEjGqGg4U+XKoq+EXcIuc4rd0HMTFIT43oyQUTsHZybe0LbdYgkaDg+HAys7Dh02zFI5fzVND2TEAmbstQEZSzI0LiiR0GCaxm9dqsMsFPIdi19J5/Rkwn30LCK0aiiFCsq2AgZKbFm3MWrei5WVsb2mvSa+uHdymrun78W94zYGvea7vWLLhw0osflFp6T+eVxCDjePqnW8bteV/kFasQbIvbqQC3NobuHoUa8ee6HEVWONSQ80SFsR4BDdlIAjGAzADgACMHGphPHgAL+5JkEccCFIIggzqsoCAgBw4EQVDjOyWBAjIqCNuZdWYAkBg4BQgpiAM8WsY1GgFDPOt8M4D3LsjkOGBYw9o0ISal3FfO3XTkWChgs07UMQOjY1e3digVxDEwAENPr9gDjKoDGBQAhEBLn0qEDoZIsAEIHcop7ozWaqlaJsIQLkgDbVbX9jCM+UJ07Gg57Tde1gCBMYpyGMQmgVm3n0CQ+dxpOnP8pP/987PL5D9i/4o434huOn/sp+1ecl/uanVvlnyH2war4hea9+ZKf2zPi3DLJeZW/eo+dW6ssr7D/jfM8z5tbZr/QDhhxbpn3JjlLyjUxKajxE4jBg3epEe8S98OIEOAmOixLmMTCVnIsyE4hrfGbpTiCMLsjYQ1jz/M6Tk2Lce283MnLpcS2LYtadJyuU1jUK2YgGqoUsiQW7hUzJSGmxTjgWFdOaAGuWsydOTZx0O9rsnzeJYV7tgkINYhaKxYIFq1M2sykzzsX2s2giLhvGy0NTlrU3pDFtq4OSqbf62tg0UhJRIyDLBJJKJ8nTNy19PPGlF2T+EP4JxXC/V7Xyqa1BHYg5O/jKmwllwYBX3aFyJv9D1qYH4++GKvxWCN6k8qa3LNV8aXWevmcX1jlH7zH+yHjy+fssy9z02U4hyprJiM6nk1vp1wbe6Mtxn2ke3cf0nrTu8b9MKIV5/11fW0pomPeELb8XtDpRmJcRdwGnvHLbeqWoW9HYDOgb0WqxRxsjCfyNjHqFTOTXlMnJ2j8ZiMjKQG0I2HgWCUaOmn+Gp/RcGjlssAgPSkBOt+kbqUoZ6XlWrFQ4Tk7kzYz6bZ758ZdjIZDU44PSmatkJ2sU3EIiI9LZhQFubZFJMFIiloCtwiUs7KWwCUudF7Pzd6MZKKqqqPRSE8mpicct9KpSRzpN41hd8ilVtK4zITm1884cXiI/V5TCoVyHi5oRJWPnKt4wVEu9atUyWWM7WgnLxPMDHZ7SjQEHKPFOOCYiRF3JGwLMSXOtZ1xqWElnwEO1ZTiDuRVtOGXYxDEjQtzoiFjO+LmBH/AviVwWjSkoKC/YkZFlnut5vEVHJ7XbTZBFsrFAoljS051LWNGIxI24E9So7LIlFOGnOrU6ye9616r1ahUTnr0+hgO+oCQlU52TWIkj48eFDSOAi2UMZIJlUG6JLSJ4vd2dnQVEucbiXiu1iaKIUnNnaolJxV2o1mrOjZxbVOXhEN7EoTql1h7cjQaAYvuXJ2ORpbfE+dX+IVlcX4ld7TDkxqRQrkYFzQixLEuCW7JOrNPqd9pWzjGffnfyymxXS2ftwuruxdCObqq8Zsax3n+kk+ItRPbbk7Yn4ytkLZw1EoJlfzeBGCjEWC822mr/KYm4moh63keIJZshStxpESCpcSWmxPaedl/uh3nFS4IYXZHiisRVtuKtE+ODyqqYudzRBJ3ivl+2Z7RiI6ijCtrsDSslqvFQqtWO/b4bskyM+mLjQLcP4ipd5vNcj57etR7FCMlGUlxUDKVcPjoo712iwQ2xuGaLJSzMkEBQ5YsWfKN2FCLELhGIw5K5k4wYGVSLaIQFlXymWo+UytmGwfX0xiUzK5KLFmqasr0B2/2D2G9XNIlYfxRp1AobzsXNCIJINcyTy9baFfLEESAPtcYFq2tKRtIDzCA1mqFrEOgW3f7x1UwHgIQqkB+NBxaILV2qn7Ro2vqwCENB0EIAM9McopuVnDyMmxxgALdRt3zvEG3V5IxSNjNy8BulhMYMIYwCwhBIAiBsIXHGUpAqFfMAEaANwjLQRhBJACI7RzXq9lrt4FBhEEQQFZOrvLhnj2TFFXEAIOIJFoI6aKoBxg4bkXfXrMJcMEFHBxFaTsViGOIhwmOAYPUrSggBjCzO9vcrZ7nuZZFMAZuAxB2AUDE03P6VFXFQayvHEBI9WfxjrAksAEIdS0DcBwC6Ar9d7QBQioSZ9mzaxkVv+Rnk4VNFgJIk3HryGIjR7uvq4QoiCUIn/lRp1AobwfXlUfs1l1g/tNEwU4iNt1IgC2HWYXbICFG2fgOrf+/JBzsHBeKDXo9W5YAcxBmm1AppaXpR/U4p22FIcxqMc7cjhIxPJ1TdGRBiYaGg367VnVNUhG3x7OYRoLDQd/RNQ0hYytcS8aBC1lCrCph4EKunOgVM7VkvFtIA+I0flOJBMu546ectnNZQ04ZbIBIYtvQZ+01lUQiiaVsRmFyelKy87kr7xetFHLlfEbdipL4li0JKsOrW1FAvCHGqyr0e7NOVjdhOBiUi3k1td99WjOIA8G9bslAzdCdCDsxUMfQtATWrtmIl2ltoliZ1KG3aStKKZ8ph9hGpdR2nd12u6qpd66/lEKhXCfXZURrO1qJhg7p8GhrxcO12KYS+K0SCI6fORqVc7IDRImGIMxCIOikBAgFTBE3KyXAqFkpj4ZDLcbV0+Kh4ppeMePm5XpatAReiYb63S4EgjUNtBgHeEOJhir5jJ8abJZtCLMqv6nymxBmtVhY5Rk1GnKzQq+YaeVSwLH6VrgkxCBw/HgMiONKPgeiqCel3dJMwzDqqqKhgN/F2rM1Ky03yuUrvObDwcAxdF3A6lZU2+ZrmVQpmSCZBMExdYsz5SQR42eWmRw7v2ujUtYwriiFbrPheZ5rm5XIuNfU4kKGLDnq5rRyWkQ574ymN9wA43rJqqqKHUClXMZIibCBtAR2AO0UsuWsDAl87ChMCoXyFnNBI56ZiVEC/6ct8Gca0W9tgQ/8z1+Wc+l+u13KJJVIEHhGiQSVaMjPFALDQpjVtyNOHJtxXuU5S8L6dkTBG34Nqt9KiS2F32xmk8CxjZI1GgwsBmk81yhZgFhzO6JEQkog1Gs1Pc9To5t1OQFB5OiKIWKygUic13iuV8w4KcGO82o0BGGWBGLH5kqtjEwk0cqkS9nMmS4cVEqHtgC32ahcpQ49z6vbphZA6lZU3YoSzDYL2VompSCmCXkibOqS0CIKEYV+r3fKyhJ2AE3+cycjEXvtlibGXciDIDarlVZtx9hbE6MS2dAS2B9ZP91KHKoVsrduvpMaYZCZkhpKwVVQmygtohg4biT3R1I6ENQlwbXMEQ0TKZR3hotW1gj42Kr03VYT0OsKFwSEZtSh3/D//mdbigCLIMwCxnYS2xIGzPqqswTOlfeLaJycoAQRhBFwCHDAFjiIICvOaiwDCJUCCBBqOeXRcKgEEGBW5REgtpmJK4kQIBYYDhBjyxjEACCkx5EKAAgB3oAAgq1wtyA7GOtsBMKshpC2FTkaOQ0Gg+FgAAiRpOTAGWsIt3TFH6fRs7UqRA0UMnD8Ylf+JCqQV9kNQIyOg8DwKkYKi1QUgCDqmwQQ7lr6oGQCQiTAqgyryNhPK3abdSKLZQU8v4YWY8cyAEsEoWa1UkoKkMAWEkHEXSBNUKwIUhmRINZhcoOS6UAAxDhgrOK4gpLT1nEg1D3/WMObaZUIOnRugAKaLE1v6arEiiDAx3/UKRTK28dFjRhApixVoHAoWGyYurbx3ezR4aTJ//ufJyWjTko42h16bFOFrR2lULdNokSVaEiJhMgWVy3mqoXxAGRgWC0WVqIhQKwfTRohVElskwSvxbhOIW3vmanXarqmDmzAFLEtxPwzMbcjwKGOW/PrdKYx0rIhp/y8YG+GXtNSOuOqALLgWtYpE2dfGIjxZlKEAF/NpPQEtgIbRNiuZlL1EOqbBFKHi1AcCOnJhD8pdrNWBYwrUNjtdLzRyLUtRUhYWbmqKQqKD0pmx9AsxE4/XYljf9rSJii6lFARq4nxcla+ddVdph07V8D4o67kr/y/bEKt0aWNNtr8dn1ftFm4uBH7tlHNZzX58FK3lVSChJjzSnFixNlbPS0Ch5RIUOU3CRN2DUK2wu28rEZDEEQ1otSIYgmsvhWGMGuL42lRDRE7KUFhUF1O9IoZNTzuJOw1Gyq/qeOoGuOUaKhbkMc1qBxSIqEaUQ71nu12u61azTeinZab5Iww0UY517JOGX14GVq1HV1ABMc0BvVN4reSLNnJhH9bEXFTg0O/9R1dhdA4Swop0UiJg37fluVSJuXqUM6la8XcZDa1IzHWXh4xgurlEkFMKZMq3XMjHtv8j7oun2MFTQqFck+5uBH934tqAB1Ns1WSCe2cvaYXMaKccGTRj/xgO6LHY+XEdq+YaedlSwxXxe2quE1wqJzYgjBrJ/YnCm9mkxAe98cqeDyiv+M6Gr9JULhRtlV+09nrpLVwRN8KV5jcoWUULQA9KRFJNOVUrVhwQD1Fh13bJPI1TpTVrtWUMCLxrdLGvhHdQtaSBP+2GkTlTKpNDmf71L3VBImEdzvtVm0HUPxcwlBCqLlTtbigC3ktgYE5x4KI96L5H3UnwlZVuJtT7lEolKviskaEAKOhOEGoM9Wv2CxZCK1t/OpbQMz1GfFAiWlOAMRAmJnEdpPWLchOSrCmjNjOy4AQRBiNRwrmrL1xBZV8pu1UiMABi5w07hUzFuaA5ariNnCIxDhVDE5+E0vJpJpMElGEOCZB1j0ulWhxG8Nq2QXFQujQSPx6peJYpl/cPxwMus1mt9nsNOoX61CtO6YaQGqc6xkwMWIT8gRj/zZg3LUMm2MBY0DI4hi/FoaggKMow8GAIFTKyRbHNg/OgnZSswKIoIDGIAshBcWbqta19EqEBcQYbKCrzLoO1N1v/ke9qxJViGuBwz0iFArlbeKiRsS4o6uDklnhmLpScNRNLYGrKgy6u5awpW58B+h/QeC7+P/9+c0Y0W/6VvjofKfjYpw01mPcTjLu5uVeMaPxyB/dQfCB2a6qhawdj02eZeEoIOTP66ZEQ9MzgI+GQzuXJaJYKxbapt49sg7GoFIikkhYZGXSRz3XadSJJBpySiPEzucMnCzlskQSj11o4kxqmqqiSM/QJjrsm6RLFC2+NY4R9yI/lWGrmtKolEEQLTlpZURLloyUeIEB9W2i7BSyijzTMPn72yYf9WouXVcKF/jfoVAo94WLGHE4GCgJXCtk20RxVFaXBMC4lM+0ajuA/r0UDbUFHiLI3eIamLtJI7ZyKUs63oh+3tGO84DYelpUuaDKb1opwU6P/+of7Pb63a4LQLb2B/vr2xEIIwizwLCmFK/kM4M9Y+0QtVTIK0LcSst2Wu5ah3tNG0QlkqhuBEbHdbU5luXnIIkoGqmkxXG7JYtIYvPIXCqzYMlJEg9M65AgrMW3VBxzVbZvEmDHwutaui4Jg93dXqvVqJRLaXlQMltEmczKRtuhpiawP8tSQy3qknD2fwaFQrm3XNCIGsa6lNClhM6gtq4aWKhqiud5gF67W/sWvGEj+n2kp+9gSJjEOGBYYzui4+hkKpwdyKv8phYLazFuUuxqxXk1ikqZJCD20OQ1o9FoOBiQlFjJZY9GhwpCpXyu7brHTnrSrO2UUaFUyOupJCC2Z5tWmBtWyy1d08VzpxsdU1e3oipmp41YRWg0HLZ2qqo/+mID7drjGhkjJe52Oq6l9HtdggJ7pjy+goY22EClfAYkoa4U2vqlJqynUCh3nIuufbG3XiuImCBB5cb1Ne1qGdD/UdA/AoNUFgFzo72mJzVHFiZzgjsJwRLDKgq4edkSMbDj0hJACDhWRQwkBcIjJ427BdktyBDnFA4BQsdOcEoYRCTRjnA9W/N12LPtQaV0aD3bowAXBQaRpGhxgWG17AB0LRUQ0rXz/eZWlCzgQIlF1l7KsG+SXQMAo26zAXhDRahvEgiipjquNTWSYkkBQFhF2UPr9NI2KJkWwwJKA8IKQqVchmDseV631QQJE3TdMWJr/qfj9REXvjw4vd/UoobH3D3rsP66iZRbI/bq6dOnT5+ufzO1utr6ky/o+oh3jQsacXpNhm6r2Xad6b7B4WBQ16HXqCuhWStOr9WI9bSox7iqhNt52RKQlUwQnqunRVdOAMcaia26bfamaut3IG9gVo9xjbTUK2ZK4nbzhPllCINK2cxOIe8q0UmAWMpmNO74ud+mabsukcSmrg2rZSvMWpn0SetgnAKwqCpLtiQozJbvwr5JWkoBxDgRthuQ9x1pbbIu5P1f/F3b2ClkFREPaGh4anMhX9PJ9Ee9177UUiRn8ubLiQhb8/P8abtSI94j9G/WfRfGXk0WDfa82EO6YvDd42rmNVURgsBvS5LQ3ql4njcaDlUWAfrP2WeuuVYj9ooZJyWQGAdhFjjW8zwSj2n8phrdBBQoZ+UdpeCqU2tQjEawGainRX/YRlXarhHlmLc9GulhTk9KbYNMj0fsmDoEzzZiy3Fqhq6IcTubUTn22HTjSdTrTq/V1BNYDSBTjGvxLUdh+yapB1BLLZIEBrQ50WHfJOUQ0sV419wvAbWCNDo0B6f+TdDWVfuEed6vB/K9n7Lz6+PQcGWFfeN5nkaWn/MLq7k3Z8aIXG4/uNTIympu/j12YZVf+bq1b0QuN94y2fl071KuFP2btYcP1/5d9/RfrT15+nR97owYMf+Xf36F7Ybe5D3naozoQEbZ+K7w3ZuKLHqe1zCIiv7xXIP0r9uIvWKmW0iTGEcw73neaDDQ47FmpaTF4zWiDHo9ld//E3o0GGixcCMtVcRt4FA5sVXOyce+8QqoRippZ9ITHTqKYqRSzdqsBTL+0IvzrrFgxHEpm9YF7AIqp8RaNr1XULOlJ3CnUYdAaDqt2DdJKZ00kgkaFB5qTujEvwx2bYPcdClNZe5Ql6lGlpd5/8apRqw8W504T3ypkZV98+Xe7BlxYVl8qXme54139va3UK6b9ScfnLfXlBrx5rmytS9Gw2Gv2fA8bzQaqUHkBmatqbmhGDEv69uRUjo5mXpmOOg3yjaEWW80qmmKlcuUc7IiYlPEg16vbutkO2rgqIKQym+etnQwFOuaMjGiHuY6R6Z8u0J6rWan7sI2T3DMTOAGG3Cysp0Sx+MOxbi/YgNMDdX3m5lM3PdZ1q68dQ1NCSSOfQiQWMrKRIzPvqjk1VF5NoneNDK3Ivo3ZssjVp6NjSi+1Dw/WBwb8eu9Q03xbJWlRrw5DvSaUiPeRa5+NShAiARO6yw1EAvo1xBYa8bDE3FetxEBIedIz2fdNncgP9zd1QIIEHIk7MrYTkQAByoge6NRs1IGFLQE4ZQFEFq1nVIu3SRai0CTaApiLAZd+VVt2OM13Ae7vRLR1BACzBBGrAcDdUCAYz0d+iaBvTloDhkREILQBg0Qu6oGCAEgghCENhS0cai2qBJhASUVSVTjuNOoO6YxnUe8SVZWWF9pY/OdaUSNPPDjy7ERc36n68SIC8/Jwho72XllvDM14k0SezUVJlIj3kGuwIiHJ/u2DI39r5N0qKD/Ufivb9lffQvo/yt896a+Eb4pIwZPOn8fU8STBRfbeVnhAxDezwWeviTQbrsNMtaTUrWQV2XhOpaZBTYwud1tNgCF9fgWwTGXRT2iaPEtv6aG7FX0gLBfetrTVXLOudneyta3DVOW/IUs1Dj2Vwa2IptjWVrGoGSqTHLQ71/5f99McOL8T/n558S/N/8B+1fczEZE7INV8QvNe/MlP3eCEZ9x3rNldv5jkvO8B8vsF5rned7cPDXi9TMJDfVfrT9c+3dqxDvMFRixYRkkMg5NHIBqNq0EvtMDwWONyP7jL83NAKA1EglB4LfABPztgX/8Jdnc8LN912FEld08/V3sQH5nanR/U06q0fFTRoPBzlmTlTiGUS4W/JlOG5XK6TtfAOD2jeiNRjrGRnyroxR2CdQyqdJer6mVkf0/UAwp0VaLfZMQlCZinDC0jsas5NL+qFnP84Dj+t2ukRIdJmckE7Vijoi4qYF61rCZ62Zhfjz6YqzG04w43vPBe6xfO7Owyq98XXn5nH+GjjfieLcvKy+fs/5z5z6gNag3gf7N+tOnT6e7TD06+uJOchUx4mgEXMhOYM/zgGEL371xjppggwAAIABJREFUlAIwa8X/+ta33aTEphIJsv9jvRWP8v99TWXRsN+P/T//XPjuzaRZW5wZZp1k/Gp12C2klcgZMWKNKOXE1n5MybBGYtt/qG6bEDjj6Z7n9VotPSmRpNhtnrge74UxD/5SKwzfhnxfVy0WGQk8KSu1WWSnU6PhsF6ydDFOhG0Isc2dqhbHZjLROjLT91vfHAh2DG1QMpvqpiknJ/0ZXccxUqKdThI2oCWwncvYkkQkwc/CUiiUd5MryyP6U3eORqNqLtPvdhxHKXz3BtAaMJ8r6FeAPld5BOg/uS++APQNIOSP05ig85yC/if7j2to7Q1af2Px3BUasSUnSWy8xsVJAIOc7P66jJbIAUIE8xDlCOJUDjVK1u6pw9HqpVKn0biSi7l/VgjpPFc39UmC0PO8Vm0HEOMEkQsIEAIc8LtMHYUFhABz3Xq922w6lkXiWOU4JREHhN6RJCIgpEYCFk4AZkiMA4QMIQ44DihOkFB3Hc/z+t0uINyAgpKMA0aOZfjzS/R7dL0nCuWd5uorayZUMrKjaBD4rc5zxgaq8ZvA/KeFQ6c8hf+XccgovvryasNEW4zswGmLvgLP1pJjI3byciWxZW5HIMwqEXYnGQcGmdIVr3p/Jr1GA1BA3WRJlDuUyFQCYVOM6/GtputowvauofVNUs6k6iXbTCe7zQZgbKSSRBJdiFhyarKc4dvd2roKQmL6Qg0H/bbr+Csh+1v8ztKmummlk4YsNXdOrCKmUCjvGtdoRJ9Br1tJJ8scW/yvb5WN78Sv/uOUnavZdOG7N8X/+nYD/fJqjejKgp1KnPLSDcdRo6GpjlZZ4zf1rTBsBlrZJEEbGs/1b7YQf6dY8I1YyWXqYBx6tNtstKoVVUrYmZTfa1pOpxwAfyJvKyP3ez1DThmpJJESDgRvXVfX3bqGpicTZ3Z7qhg31WLXMux00r9W1/YfSKFQ7hnXbsRaIacEfgvo/yLhYOG7N6523OQve4xGIwj8tvDdm/+fvXeLkeTMDvSavaQxD35g7ZMfRwvC8Is19PgCCPZD94KSOJLGXgNTgA0YhgAT7X3oRxrrfdpiiZrhjEdrim5Z4yUEj7SD9egyK3KmJXXz0jwRGZkVmRVZ9UdkRGTk/UTEH7e8Rt7vGX6IqqxbdlU3u27dHR9+gFVZeYnMavbX5/znP6f86EHr8VMsvo4Ri5IhbDmKiMLqQgIEzhC2wllR40reVUlLFYflXLusjSt5vyg6u6nHndO/IOaTCfJxK7VlpbZ0bkUTnGHbp0Ro2bSWz04d6mVlCpJv09lkYkPM1rJePtdGaquyj4krN9bF6tCgtiqPzjoJOh2NKHdQZOTls6PeOSe6IyIinl8u0Iiz8Qhhg3JgMCwC+IbkyWcX8vU8t7zxkP1go/zoQfqjDxDg3BKnmZSvSbjNujJBgIN56IsFZQQEjrK8vz9e0S8dmaHhKgR5MFLQrToX94kdZ7FAANziEFidO37GceL7lAgIHPIxKu0aHJgkhoRMRsNgsUAWvJzqaSICWERGjqnz7Iu6lThybeSh/wR9glzIL/9xgCzoOXXUu8B2ChEREc8XF2XEca9rcMB+f6Nt6scOLJ7JoFGX/+YvaTJegc+Rj51v+jRcNolZotDEkol6x7XrpTyF5LB0xiSppkKq+ewFfWLH8MsFjwgIG22ZdBSR8rFjd+g3G+Zu2mQEY2e7Vswjs2NryqjTDoIgWCxcTZu51sy1DI5xNLWto6VmmqXCuRho7FAExVIkL6f2DPPKjejlsjUdG4YeHq6Yjh5bINMw9KURzQwJgmDU67ar7gX+IiMiIp4fLsSIvarL/XCDbsVapxaznIInE5qK63wMCXcRRhxX8m0t01SITmDY9pt6hT5BdWsts4PbbDWfbTvWfHax57gLn3xS+vu/RRYMPq4nYmE71sMs5nNK0sgyVNzp1qrT0WjY9g2Gc3NqtZTXReKXCzPX0mPQp8a8UWtWypYijVzrWdzjJ8DJylQWEdSBY9lZZblDeVVHO+opMDMEJdK06WwymQwH3Xr1cZ+q79h+iptVnZFrhUYMgsAt5AarRn1FRES8bJyzETu26RuVYatpxJm2if2a9/Wex1XE8lefG9sJ5LnhxZzZD5dJSBAE1ZyynBJ8+sIdHpNcU6+c56d2gqq0E3vwSenv/jbx4UYQBI64awBM9tuJzafTIAiGbb/fqBuQtKRdKu5QUbBkkUKuns86WZnKkint1jTFUaSw4erItS01U+e/ZtFplWdtNYNEbBuVZRPXejGPhFTzWYORqSx29fKVSHFom0hIHUt2Vm67buPxv52254RltwbEfXuvd8ig7buFy5xxcZxWdxStaEUrXFf4f2Jwnp2+F4taVtmFn/Qf/y/0JwcBkGFcmSDPIcMhf267iYdXr6AiA3ZmF6nuimfEiJ7IYxKQByS8yTMIzLO/zcehp3hu46f0gw3y058iD5SkKQGdg5ZemQ4HPpoILLIJuisg8FWQO6xqEG6ENMyUhgs1ySQZH5OhvXrUQEK+9ohgBI7K4nIw8v54ZBMBjLArLKKtZs69hGfk2m5qCyE8efnY60cAH+M+xpEQSsjjOrH1mg2XBwPiTuJIpVLD1MOHmBBzSLqe16bRUf2IiJePZzLibDIxEmAJfFXNOESwBL5ZKpzLZY06HXMnNR0OMcnpqTgeOhdxvsvPSvp2oqmXcecMI4bTg8PVycn4BDOBvx7zyUT/6mHiwaf2l3/Pfbjh7aS6iuRrci+bMfl4VVN9apoC7+eUiVFeLkpSE9s8bMQelryssrTXwKaWkqEyaZ8VyU28FQU4VJb61hEdnlw9y9SBfRLP1VPQ1cvTVS90ctUKWUfN7I27ImRyauLXkEi1oD0uCzrqdV1NbFLjcR/+pN/r16u+UYmMGBHxEvL1jbiYz3UO9Bh0qNF1rEGz/lQzb89kb6oRB+ZOEiUYFLMXJMVeXjGFLUw9URjqKcQQtmxpxxAuyohBEHhku/LLT2qZXYsBR9zFRAxTiaa0Y+9uW0CMbV4HGOulw0ZEdmdsGYeN2CzlLSWDolrNa9W85mSVdqXsG2ir8ukxmaVIZoY0ywdlOFPP1kUydKzTjThv1BBOe/IDvzJgqzKVxTp/tkE9TakXtL0hHhyckpudejaViV8ptqzV7atH/R4S8WlLvSIiIl4SLvw84jOxWOgZXk8ldDbZkHcvqAn4uJIflDRLeCIj6gRm43GtmLvQotPZaNjbL4BslAq2wPuZmJXaMlO8LvDG9pbBw2Ed9st5FHdaxdwI9aURu1hyNbWn6x29ohfzjVJhVnXnNc/LZRvF/Oro0LXqKcbVVJePU0XyK8U2Qlcvd/WyrWbqpcKZRqQcU81nbTWjE3I4BPSTXDWndvRyWNrj5jLzRm3oWGe2IK+nYlQWl3M8jDhU89nH3XloGZZGBlT3HrMvOB2P8bKHAEdERDw3XG8jBkHLwDBxaqZ5l2xfkBHHlbxfXH30wuTjeiqBAu8QwSECcty438MkVy+fT374dBqlAsZZg48bwLVtWs2pqEjWrqAzwlKHLU02hCSmOFcWkcTD/jUz16rnNVdT5zXv2Bo5lqVkDEnumngiNSoiIdOaN2/Uxp7t5VQvR2oFrVbQ6kVtYNMzjehjqq1XBrZpJzgnK48MOqs6PaNiq5lmuehkFSSkjSUEJry/CcTMEDNDkJAwQh1QvVUpuJriV4ojh1KOWaZMpw7tbHFUFh+Xbu3q5Wo+M/VsKosrMxbT8bhbr13CLy4iIuJ55LobMQiCjmcjAPIxZN+HjQ8QNhE+Qvi/ED402H8dLmR/bCQYfX8hBwZ/ZMHGBsb+jbeb8jWCKdATZ0eE7TwxeUAODIZHAA8UygoGcsgAAocAyIN9AcOBD4McdD131O0gAJUlHcjEgKmJyIArMQj8xCiPsEh3eATegBQCIEmimKKEIMn0dH1e88amPvb0w1KcVV0KYMUY/VCIZnGgS6K+76pnX14yiUBQlBDYRprfuxF5K854PH/szjoDVCFhBQ3lWOTBksWwlKZjcEemH3NgyQQBQt2OXHvZeaCa1xDAZAAJ8XFVd6RzTexHRES8YDwHRgyCwNfLYQfwx41dPHMNJKElJCzuK9h8gOyXGIdlX+/H6lDgXVVCnsNU3JD2GpQjz3ii0MnJSGKY5CzxYgectW3blogt7qIoT008vBxx1xF3R1icGOVBpYCQrCsZE4RwkjByrK3KfqUUqrTO8yeDxbFrUzg4jFHNZ71c9rx0GC43Rywl42jZkXdGVc6xNXJdqshmhliSeFiHy6Vz0CzlG6U8lcWwFGhom7aaQUW2FKnvt6JYMCIi4ml5Pow4m0yQ+cJgv/CZr2nEcHV2kwzzhZ1OIvMXpsCfctLRSMUx9gjZL6si2LspSxaDIJhNxuYOT3dTjkwwCZjkXPViN6Wm45GXVTxZGiEc1mEHgO4IhpBEnte3eUNI1gDauaxJUgOqjx1KWfBUuZ7XUBMpSdschKHhUoc1nrOUjMtvHS5LsdWMJ6TOxYVtnW1h2UhwU4c6aobG2ad6+Njz2nqlVixQRe7q5ZNGNBNgyaItS/peutWys/Kw0zZE4ubU8alzu6415v6w3yt5eMQFkf74zp07d+5s3t87BBuOEL4ZTQy+bjwfRgyCwMuQ8qOHXcJ/bR02UvHKV5/p8J7HswgbBgcmz/nain7inZyMLOjMF26CQZ71s5KegkalVCtkm3opCIL5dIJC0lWly9hNXCw6toVC8rARkU2bQrKVzZjpJN0RzB2BEsbMiJaSGTt06tkocVPLCJcl7hgSmbh2Na/VeHbi2q1KyY4zVBZ7xpGtxIlrWYrUMXU3n1vuGvZt2iiXGuVSlxpPGuF5DpVlS5H9OCxTnV9Dqz3L9PI5T1NXhol7wSKIs6rjprbarhMEgU6ImSF9v7X8/Hqt52reU6S0Fw/r/mbowvTHd+58nN7/7/53EdeI58aIbRMT39/4+tEhm7RjXCjUboxHZqOy8Rm7+UAH0NO8wUM44wJZ2GE/1Nn3EX5sx7hOLImwgWwceQ5ZDlNxHaBb83wLR93ObDLuXlZLTIQjMSICGJBCFnQWfAYwwSEhOuGQsCjtmgQQDoxo5GVKiM1xPuoIBBMcKgRl0jO2jlWmuDyDoPq2TQF6FOeNGo2zVJGpIiPAuF49OzREw8dtBDaMDg82/wB6lvkkz+Dr221EHcCQiJHgjDi4R59qWWJjxoGyBAF8TLiw15INGajatFN1gyDoVF0kxNbky/kdnQ9LI/LFtXVhbV1Yez1s4Nd/9Q3udnjLJr19cHuwdkvYu+dH9YOHm/SVdWFtXbgbznpZPttH9dWvG3HxWPc3bt7c+Jn1/uadzfetIFh+8RhKv/sb57gu8Y0+xzw3RmwUtFqSe5aU6UGwuB03OGjv8H6ap8DVMjuemHYlvqmIyDyqJ7nmdsIHvr3D2wkGmQ0zzSMkHZmcOWzo4jAy4mEjTgww09t+LuuD1ivmXEXWZUKlXQSRZkhfL9sg1rLyUopIUrPxOAgCmuAsVW6Yup3gagXtcJ/uZilfLRdHvZ6bz7nJWOgng4VmpdQoF1EksyfwGTLgqBlPU9vHymEY2VZlS5URYqc/Q71UoErGkskpcWG4j+jl1DaW2hbaamY63mv+5BZzlprp1Kp1Ay01417uAK9zYF9pd/dltnZLvmcGQdB//V2uGARBUL/xPa4YBLdvc/fMIAjqd28JQRAEfPH12/L+w+t7Dz/2LV9cWw+fLeKy2Xznjb2sqXV/cy82TH98kEddQWTEy+e5MaKXIc3txLkYsbmdSN37cJhJu1ssvL8R7iYiCzQZR/bH4X2cGBjcV20Dm7puCltUSF3y+23qaEm7VYB+oz4Z9F2JhC4cITRUuVfMmztCrZCrEjLWy7a466FuyaIBQKXddrnQN4CKO5Skw7WcCjkZDsNjCYvFol11UcoMLWPvMJ9tOpqymM0ahu7u7ybaW5yXz409x0sl7ayKIrGzang8I1yzenVa88be3i00DmPLOMVkVBanjzfrrF51c9rpadKlEcMrN4AbdfdmHM5nM51hxw718lkqk+dyGvCJrOnd9dB8/Vdv7QeLt4QgCO69y909Muuz/urSiHxx7V1aXPHs9buREa+QME8aGfEa89wY0d7eau98/U3EY0ZE9kfDTLq9wxvwfjsr6dxXyGzUklwnlgzvg8wP57NZEATz2bTt0MvucrJYICFDvWzmM7WsbGeIIWxXZdHPqbZE6uUSJrh+ozHp920WBpXiWC/bsNupegbZpbJkSoTKspUhY8sYUazns23XXvk6lANLkVxN6aE+qzq1gtZrNYLFosox03p1Vq/aW5yb09p6Zd6odanhI/UKuWa5tF//4riaVi3kqCrXS8WOqSMT71SKp5kswTXKxbaBJ3U4rXkIMUuRz9ThxDZ1kdQKWr2UN3hm/zNbNAx0U1uzqtMs5ozM2cM4rxW3b3NhtjM04u3b3I3bwtq6cON0I5r0xm0uzIje2DfiTz6QjxjRpIeeLTLiFRIqMMqaXl+eGyOy73/WeYaymsPLjnEIG8NMus2kEDYQ/kAH5vBPdQDY2HCfYL7xxYEAniwhQJj29Dlw42CThM5Cr15bzOfz2cxH1AF0wlJCEBIuA1QjuixTWaaEIJHMBCAHtkwQoFoqUIkYAKZEbFmmaaHXbNCwgzZkkBDKgZ2IUYAgCJAQPSO5moYysVSFcuDyTJg17VO0iUrjgMBRWUYgJs/0LL2aSro5jcqyDnCKzLrIGXFOT3DIgauJyAICp0McATAOOqzYMpw6dGShl4CwQgdV0eIYBGi7Tq/VOGhhulhQkAwAg+epLB8urnkuCBObxV/syWzt1l6kuPb6qUbki2vrxSAIHn4kPCZrKt+D4tp68WEQPPxIiLKmV8CyhMa6v3mowubMyprIiJfP82HE2WSC8MW56PDY6ovJ5dfuFtMmqcpXn+lx+NpzrM4LLOb8goYMu9wL7JTyblaejUbDTns2mUxHI0NIGUIqCILFfG4z0CvlqcA3KXU1VRchPJVBCdiqbMlSnxqHT+jbHNRLhQ5ys6rbKhdtVfZyuXox7yW5tuM0qRlWlnYohiL0kklHy4bZ0ZFro0ioIjtalhLZzWk+8paqeJo6tvDMCO9pVz2nGiRN2V2aIZaqTGtezzINcvzfK9Px2FIzLihX8es6D/aLX0IR3nt3P/J7I9xQfFzWtP/694S1deH2L+qv3hIeU1nTv/eusLYuvPKacO9d4WiuNeIyCA9bHBJgeBojOn1x7Xg+jLiYz/XYo85u8iKkuFxm7Esdvjyv8R3PCGblRk4xGVga0VPlfrOBbLzX2Dt7vjRiEASDVtMiO5QFL5c10ik9k7El4siSQZR2pXz4JOLKheKWl9M8WXJBrOvY9ry2fjyxWS8VkUns7RfK8l4NKiHVQh4JGdHTtg+/9jJIypR2aYYYJG1rWYOHFlacnDYZHJ9N0WvU66U8JmKX+nuKiIh4gXg+jBgEQccy7S32Qo1Iua/KGw+vSTkGsrueLHnxPSOOdaQk7WSVau6gh7UhpMwdIQiC2WQyn07pjkBhu+O5jpJxZZGKOx3Pbbt2s1I6XYfzmkcB9ETMEZI6cPPZrNuo10vFFaWkoAwde96o2Vm5Y+iNUhGZopNVza3V2c5nXH2jgiAEQUAzBBlhsVggC25O83IrAsFqqdAz0U5cbF+9iIiIF5jnxoiLxcKIM232fLYSVy6Hj6n//udX/Ub3QFW2xB2f28ua+gzUy8Vxr3f4PuGBiiAIHEUO48VGuRgEwXQ01Pd72YRzl840IrLQy2bGhazLpIIgGLTblqqMXNtW5Voxv6wObeuGpSp9y0TIdwydKnIjnRo6FiYuxIhTh9pEnM9njqbOx6O+71PCIfcVxr48dhJmMZ9bijT17Fb8Aic5R0REvNg8N0YMgqDr2ghwcUZ0+RjAF1f9LvdAABSSYedrQ8shgXG/1282kAMnKxsEkMQRfoLAdl173O9RApTbTxguFgiAwPf9KgLj5jUK0EgmvRSPAGYcEGQdQC9oWMxTmdQLGgK4JD4uZBHAlVgDQJclXZR1InpEMiQFAeaNmsfzCKqViOscICQaaR6B09l7sPEhwk8vYhMRAQySMoiABCbDATK8ziRdgUE4MF+v7iKAm4KRQfHE/mJERETEE/I8GTEIAp37q4szYlNISD//6VW/xQMW87nBMK6SaelIWXDUTC2nmgVtYOLExr5RqbBf6NyH8/0077EjIvVKiZIdnWNH3Y5v0X6rORkMXNRtLevktHD6hK9vuzlt3qjVhW09ERvl1XEhu3JRIlULeV0WD5/TH5q6/MPNXjrBxaH82a9KDz4VPvzgfI3o65wp7nj5vYP2tWymuh2vCgnkHi0WizqW94ZJgdbVy41irmkal/17ioiIeFF4zoxoC3wt9UzNvh+3+mLS5L5CRrjqt7jPYuFpqsvK/VKhlVV0JnVMFVVFNBKAwJ3yDONez9BTblbpVr0gCKajEfLMfDZzCzlf18OWNF3TmDdqLgPVXeFxOhwXssiwjVLRR/3wtmKVbGf+j/fNL/+++ODT3F//W/Ff/nP29q3zNaIeA1vNLN8T8oyZ5JrlwqBd84p5KouuJjpZmQLTMPSmqU+Gw0v45URERLyQPGdGnAz6VjJubbE9cs51pzr8qJ5TRx3/7Iu4FOrFgidLy7ZtFkkcU4XBs80d3hKYk1WXpzCfzRbzuZ1Ve5bu66jLYug2nY81xfQpRtRPtOqeuFb58/v6H21UPr9P/tGvSf/yf939kx/Bb/36+Rqxa6JB0r3GXrfurrN3npkSyVIzdlbBDDEz5OBUYkRERMTX5TkzYhAEi8WiVSkCbCB8EH9vg7Jch036DG/HOJNhTIZ5WhfaEEf4AOEa5UuDIECAcDjw1MSxAeaJY+8eAzq8jxwYwBocoER6zWbYoW3Y7SCALgg0I3k6Tsejg4TqfI48w2oaFYlOwGL2PNfTdWTBAKadyayOEVmunT4Y86v9/Kfw+X3lx+/30wk/yZJv3lBvvZl8+zX2G6+crxE9ljNJ0iCCJWaOfD4MICEIbIsaVe15a14aERFxLXn+jBjSbzbcrIwA+lZMjz1C2KBJzk7zyJ4xH6NL+EYqrqf2KnR8Jm5wX036vbNf8hKZDIcGs6fDVk6lO4IbX9EIxhEF5DbHDp03an1Lr5eKBs+O+317f0Lv0LEswllkJ6xEpTtpndkulUqWmqEEhiYaIl8r5JY9Re2MZCa5lUb0SJzuNzuduFb5wf1+OhGuGvel8h+9on732+Lvvsnceq2vZc45TMSSQdIGOXKa2ZIl/zGt6Z47Wt1RtKIVrXBd7f+Mz6sRgyColQo6Ibaa6RuVmWuFC7m/sBPQJbyfPnJOwwd2mEkPJEGPPaqqGTMBCF/YW6wv8LawddVv5Thdz/ViMDWRpnlXIkNjdQ1n30SEnxzOZLrJhKUq/f3RhkPHMmMHY6RcadfIaaVisSYTKu2OqN410VEkmiFtqo88x86qFPiV9TXCj7+vM5/r8Q2Te1Tejw776UQ7yZUefip/95vqd7+tfvfb7K21/F/9haXItVUKnzq0HeeeSoedBJgkbZC0SRJHPqJ67ap+OxERES8qz7ERZ5OJLkLLMh01szTiCFHnvmLgQQU+7+wmB5Jgsl9acdBjf1D+6jOT+wrh/TC1OBuP2lQ3Yj/SY19d9Vs5YNhpTwYDOyN2QPMyBHf404URHoo4Nj7ioBb0qBH75YKR5nVZsmWxiwdm6lSKVAIzI5oZqQaKu6rERvnoo/JnvzIf/YP56B/oVw+WAaL8wUb+3/1ZqEP1u9+WXvvHrUp55DlISLtSnDrU+eTfLV/Ihofs22vyR3/YpU93TqORzx6LESMiIiLOnefYiJPBAAEMkaCQQmAOS9EFxmM5ZN4zYIP70Xv1nLpYLOaz2bjboUlu0DwYmorwPmw8nPR6hpYbdbvhvIsrYLFomYbDsAiAwFCO1QFQFkdnmeOkEQ+voWMZ7JFRwwYwSKCTYI6HbgjVGLgJQABX2kYAV0q08yoC7GVNt2PcexuwsbkMDfU/+r74ww34tRvq7W8vjai+doO7fYv/yY8QGEuVkRDy37y59ZvfgBs34J+9yv4HN+HWzdiH71M4e8DF4TDRIBxeaeP1iIiIl4Hn2IhBEFACzYJWLeSQgaURl6tTKcLmA7p9WlK0kc+WHz0cNGqUECef67eubGBCt+r1mg0boFkuNcsllERLVShIZxmRPd2Ih2PEqYkeQK1UsDLkcafpawzXMvVxr+epGUzEDJ71M7uhFK34V+IPN5bRYfnBp9r/e+/AhUeX9M++WfniHyghhb/+t8xv/qfMrW8m3/6W+t/+F3DrTT+fxSc2Ylhr2q6601F0rCIiIuJieb6NOPBbliya4o4tki6WTkoReTC2Tmv9PJ9Okf2yTXVDJMOjjcEum8XCLeQpB25Oa5SLOgsDx6Ky3CoXTjMiozyVEcc6WLvpBlbc2Op9vrGFVNptmfp0NPQNlODPMRGztnk3xZYe/rLy4NPyZ78qPfwlwmY98VXpwafy2zceJ0X1u98mv3cj8T+9nfz932N/+1vbb3+L/O6b8MH/MG/UqvncExpRZ9haudh1nZZeucrfTkRExEvA823EIAgGfssUd6uaaCtSu1I4ZkSfZ1xZPP0ZOtRoFHKecsVThDrVaq1UtJJ8j5rLebxICFXkak57fIwoD2zrybOmUxNbuWy9mKfMY6PPbqVImQTGvnSSMZbZ7FXdca9HY6wZB5fw/ZrXLOX5zU/oVw9KD39JbvzjU4yofvfbsd9+U/n+/x77zqvcb38r9T9/B4Gf1jwqP2mMaMviuNfFOBMZMSIi4qJ57o0YBEG3VkVgZ9OJqynIM4eN6PLgU1z5qPls1ms1KQCNc0hEF9hLvuzD+K5rQ3bsmcjA2DOXNTIIMPZMl4+kBEG3AAAgAElEQVQhQPvEfImxjQgcAtgQRxYQNOSgLiSXRhzYFAG8o8uFLHIMBahyx3cTDyKzOFCIGTwgbJhxwCTrkoNuPp2crG18E179Ruwbr7C3To0Rv/Mm3P419vf+KfPqDfjGK4kf/0GPGn3L1AFQJFXgkAVXIUhSCBBGqFOHugAInCHylGV0ItA0z3Dg4+rfY0RERMR58SIYMQiCbq066vWCIDBEctSI8aapH75n23XaroMcODmtYRptz+vUanZWtVTFKxaGnatJnDpatl4q1EoFN0cOB3kWcOEXI9ews2qtkJvYe/t/jWLOUpVqau/UvJdM9qjRt3Qvn7Ozqq9vzxu1jqlTRW6UiicXTXCWLHbMx1buDKneyGcpSQ+V3Vqarx4tbGkkWfa3vsW//S249c2t3/7W44zI3Ppm7Pf+S+6//69NnqVkZ1J1w6v1dd3OqlSRKWHDdLfOgEHSSNLh0cPDZw2Hbd9TMyc+sxcOk95eF27/oh9+d/s2tz/4t/g0z1B8eEGXF/EsWPdvLkcGh9OC99m8b131xUUc8IIYcYmVOWLEEVJHySxH7AZB4GqZVinvshAsFssb57MZ8kAVGSXSbdTn0+ni0E8vAVTkVqXc1ithl9Hl0tmDUtJZvdooFWkMpg41VNnJqofzpR6f7Jj6MjS0ierrlValXE8n56sSqmhgv9U0ErFTMpb1nKoToScJGHu0nDy1pJFk2bffFF+/kfjtX1+pw9Tb32Ju/IdBEDh//4u2Ra2MFM5WnDdqbUS6u2Mpso9Ipd0ulgwg0/HIFIVaqRAcbVkeLBaTQf/SfhdXhklvrws3XpPD7/aMGPECkP7hzZtvvJcOgvR7b9y8+WF87+aP37px862Po0NF14pLMqIBLE0l7J3Usi/lBWErkl/Kj5AupTikuiWLYfPPyWCgczBzLUORDj9qOhy4iuKVinVdd/I5qsgWC8NuZ2nN6QkfnC9OTlvGT4dXvXx8bK+d4BwtiywcPncYxohtvbL8tm+ZjqZaqhJ29D65DJ6dz2b1/IodyoGJrkxMMU2J4BPBScZaWFp52fPxOPv9fxH/zn92Uofwe99mfuvXa/Evl3euZpVlMx2dT9aVjJne7lGk0m5PL+uEeHnNIGnfphf6UV9fTHp7vfjhu3IowuMxoklfWRfWPqL33hXu8kEQ1G+sC2thRGjS2+8W774rrN3m9mJEvri2LqytC2sf1R/7chFXQPrjMEwMgiAI3tnYOP1vw9Lv/sazr4t/Uy8Ul2TEyWAw6rSHrcZ0+BRtqb/eC9XLRV0Wp86BFLuVInJcvVKy1QxlNb+Ud3Pq4Uf1XRvf+6VfzFloUFWxVMWSZarITk5ru65XKtJ87nGveC64hfzYc1ZEckz+2C0j16WKPHKP67MuJBtH9Tl0LEfL9uhqI9Zxu1uvWYQMjMqRUh2J2KpCRa4tbg+VXYP7wErzx+ZMHSb3R/9qpRHZt9/slY98aLPJuEnNHjXq+ayxI0xNpDuCp8pU2qXSrpdXGwYigZMvMe529NgjT0qc/NELRZjz5Iuhxo4asX53XbjLB8VfyGvrwl2+H3qx+At57V1aNOntdeEuf5A1De8c8MW1dfmeedXvK2If6/7moSSp9eHGndPvHxnx8nnRsqYhVVVCImIxhwA+z9R5BoHpIYelPEoMFYlPj/890bMNJxmDv/pp23Nato0aaXvuwPfrqI96F9711C0W7a24xTFe8kiS8+QBfJdnKZFXuTPlFrVjRrSz6kl3hglYCoAS8X2fAkGiILDVolbNSxaAr+sIQHd5nQWaOmMkfe69f8S8/ebBMcTvfBt+8034nZvMrf/k5J3bVU8HMFQZAUZGBYFHABR4yqYRdtqOXdePB6OL+RzZP0YGYOOTc/u4ryd7Puvf+33uxmb9sBGLH8hr79JiEAQBffV7wl2gt8MQcF24sS7fM+ntdflD89A+orl3hxuREa8N77yx+cY7BzlS62cbN27+8PSHREa8fF5MIy5x9UyLGp2qpwPTyGetDDEkyVIVO6vWKqWWY/v2tegWrRMydOyR5xiytFdyosp2VqXqgfwGNm3rSGXJP5QdPeROdXo0j9qjpp1VVwaIXWogk+hQo0nNcb8fDg0OVwfR1rK486S7G9Nuh/mtX5e+cxAa7tz9H1fec+ja5qN/qEJpsVhgHCZGZXkgxBF3KUma4s7AP94hYTocIHzRJSmdffRMH/H151BdzMOPhFuvHYoR+eK+Eet310MjHqqgOSLC4sMguH2bu2eGd46MeC2w7m++defjw7ekPz67piYy4uXzghtxyWQwsBWJyhKC7GjZtoFuTrNUBWX5qi8tCIIAub3WMxRilqpMqm5bt4eO7aM9b9SmNY9yYKmKnVV8xLFjjT3n8D7iyLUR4seSq5aq9C1zpRGrxbwVJodZJggCJ6eNXXda81o6UgbGTzNwMQiC9D//XmKZLP3Nf1KFByvvVvmzDzN/8L+FJUuU50dYmprYjUFLU80dAYlYzcoNrJx8oLOTsuOAHLzg9TWHK0VN+sq6cGbWdO8hJ4y4dqv4MAgefiREWdNrwdFs6fKmM4tqIiNePi+LEYMgmM9mLcuiikwV2dGyXWqMPcfJrd4gHPcv9S9fW5PDyBUlYqlHkqK1YsFSFZ2FtoGWqvQo6p/fz3/y08qjh3oiZm1zBjws/d0vaIw5klxN8s1KaWW+dFJ17WwWWZjWPBPYaqlYq1Tq5ZKVVX3HXtYQzSaTJ7z4XjkHb/2TvYKa3/zm8DFDmrb/l/8u+/1/EX6NO2lX2h2Ui8hCLav45aIlk3a54Gor+iQ0S3kzwcLmw2vVk/38OXp24vXX5FWVNcJ+2BdW1sj3jidLiw+D4N673Nq68Mprwn4ZTsRVcvS0RSjCJwkRI66Al8iIIfPZzHcdBIIQRwZcOLJx5etokV0TQCeEkphv01GvO+p1fb9dK5eH3c7kAiqDZqMRcoCyTBUZAZABg4VwBxEZMBTZBZ7yYEHKYAHhQ/j0z3HjE9z8BDc+xY1PcPNTAz7VNz7sWwdFNAhgsMf3IH3UkRAEMDTV5fl5ozb2vD0T89Dz/ZZtUUKQ533DcHIalRX3yfprw/45ffin33zcfdi33zR/9EH4dfgeKRFMgJFr1NMpJMQWCUrHX65ZzruEIICw8ZPyo4fSz67XYOdLwqS3Q/nxxbXoxGFExIXx0hkxZD6dGttblrhLJTKbTGaTSXjerkZIr1ygsmhIZOrZ9WLey2e9fBYl2cwQS5W79QssZ2/ZNsaYcJvQijNuXrOI6uVz+lcPjV99YikZS1VyP/t5/dHfddiHh1ebeRD/k/e9/N7s32nNC5Oik5pnZ1VHy7o5rVEuhbGmnVXb+6cex65rZRVLVXSJVIuFtoEj1xjY1Cs98anwIAiCgPvuf7X9O2+q3/22sH77cfeJ/c63l1/jjtDUMQiCJjVpRvSyMhXllVGp+u9/3q9Xp8NBeeOBJfAIH1zyUdFrQpgvjbKgEREXyktqxCAI+s26vr1FieSEG4oi6XgesmlHkbycarIwqzrLNXLtRilvqzJqFziTaD6bWYTYWdXJqnWBd7WszpQa5aIe+8p8/75N0lSR5Y9+dEyHHfYh/fxXyEGrUp7Vqx1Dt1QFk2BnVSurWAmub5m+zjTKRV9HN5myjpbbTGuenVWRYZeFOdVivtdsPtWVV/7sw9jbb6Z/5034xjcdfnU/vNwf/avl1waf6npe+HWLGrYsVlelr2fjEcKfBkEwm0zUv/25l9lNfPjDJ0/nRkRERDwVL68RgyDoN+uWLI5c29ayqMgm2fUZaOZUKov11BEjhqtrVExYcWDuHHFZpmPqdlZ1NW1ZAuruJHHjU3eLpYqceP+Hx3TY+urvC7/8K5cBO6sawNhZtUuN5QZkn+Jh/1GO8fF4qeq05pmaZKmKm8tSZL1iIXj6OIx9+83Y7/zn4n/8RuGv/qL/mK3EJRSA7qbDuLzfbDQMPPmKi8XC2RXq+Wz4beb/+6kVB519SWPEiIiIS+ClNmIQBAbPU0nsNRpUIrYYDw8D2EAQiBUO7wV2P0y0kIguz7rA2ppWR6wb+rn/7dykBo1zRkaiAJa2N+kJN/4O379vb95HQmBjAzc+8eFBh33ow6ewscHc/7m7DQgszWnIHdk7bOC2BVzfOugMZ3FAOWint08ec6wV8wbH6gBf7/zltNsJgkD/8Ub+5z9D+Dcr77OYzXwdZ5OxV8ijwCPHIguPO/7vygS5DYQ/GbaaLmER/hoZQPhg1Pa/xuVFREREnMnLbsQlvkVbOfXY4KQhliiwY4f6FPsmmhlST6ecnFYvFSkHdla1IX72Uz8948GAarKlKhTZWqlY/NXfcO+/1yrlLUXutxqFT/9SuP+z+pf38e//lu4rEBkYec6sXq2Xil4+10Wc1ryBbRkxsFRl2bmmZ5mWnMn/zc885i8PVdxUwjKcSdWlknT29T2eQc2b9Lqn3AEZMPg4AjRLeTfJIcfMZ7OTd2tRWoHPnQSD7Bf+fg+5xXzuSqlnubyIiIiIU4iMuEctn2vns8eM2CsXXD7eLOUNiViy6KgZZBk7q/Yss4HbXiGPjDzstC/ienzXtbMqmsaw0xk09sp5Br4/HY0mva74kw9N5jMzwbT1vaSoK6SqhTwCWKrSrJSREDurevkc5Vhfr1iq7OY0N6dRRa588nPrT/4w+6ON8l//hfb+h8g+crXs2DOnNc/Nab1G4yLezpKWXrG2eQMSvoFG7JHFxHtV99h9JoP+1v/5o/KjhzoH7onq0yAI5tPphV5kRETEy0lkxD1sZueYDqcmtkt5l09MPduWxZFRmVqGA5KXzzUrJTfFO1pWVyRHzXyNXbdzYTaZGBzbs8x5o9a3dDurOFp2WXF6eI3rVUfL+nrF1w2DA/dPf8D/8Wb5w/diGxvNcnFWr449z83nLrSSNoQKSUfaRcKYyYQR+8rlueqhkc7T4WA+nZoJpsozNM4Mc4oB3LFnWMznrVUH+SMiIiKekZfLiON+b+WulU0IAugALuxNnPdZoERABighBgACTC1jahkI4GqSBYrOgRkHgwMUie9eTUX8sNtFiVBVthIcEoIMIMg+4kkj9qiuExKaj8oZ48MN909/4P7pD3BjY+RiOKm4W6ud/ZLPTKNUwARrAAxzCvIAsIHsvx61/Um/58oEmU0O3kfYQNhoEzLKqwjgSMTg48ixyLCeJOsch9zF1jddMq3uKFrRila4rvZ/xpfLiNV87mTnzNlkQnfTeoZ4GdHc4QeV4tTEDgu2uDu1DJeDXqUY6vDkqsXB2BU8TdVFeXTq/tlF0PY8d39icNgH7liz7+Wqp7fDY461bd7kvgp16P7pD/APN1qVspPLDtoXkvtdyXQ4NJLgplPjQtZLxapZZdRuB0EwaDZsnhkXssvVlgkSBuOsvSMgC5iItS2z49h6ghv6ftdzu57bwZd1elRERMR583IZsWXoHdc5duNkMLDF3amJNVWmIkdJemJUlkacUHycDqeW4XNMVZGMnW1K4rZEqLgz8C+vErLtOq6wPW/U+jZFYGb1Kk3EVxoxbItKFdlSFSruWn/z53tG/ONNS5EvYbjHMUwAe0doycTLbNFt3txOToeDYLHQeW6pw0FOMZMJIxWnybieiCHHNiulGgsdx6ZCctRpYyLmCElMcrVCziSk67mLE0U6vVZzZeVORERExEleLiN2q16jUj5247Dd9jJSJwbmrtDV2aqSoSRNGcEiO6e4MFxVhrXFnU4xF37b0BQkYjWvGchfxl/Ei0UNKuGRfF0ifZvSOLvaiLLsatn5ckqULFnv/4H7pz9gNzfaeuXCr/MEHcduW6bBx9uZTEsm+hZHeT4IgqqYWhrRTqdaWDZ4zs/s6okYTSfblqknOJpONUr5ca9X1VSMs8ixVEjpwLk72wYfN8iRSpzJcOjkc5cZAUdERDy/vFxGnE0mwxOn2VqmbpG0uSt0SvlQbL1KEWWR7qbPNGKHg8PftvJZZKRepYgZQsUd36YX7UWa0yxVGTp2x8BqIdcQkid1OKtXdVmslwpHHAlA/+8fkI3fv9DLO4X5ZNKrelYKxoWsn9lFBoLFAuOgb3HuznaVTXmKFASBwXEtadfg4whMEAQ6C0YygYmYySdaWAljR4OPtzV5XMiO8iolcpOay37lQRCMej2qKm4+d8rc44iIiIjgZTPiSSbjMSWAMlnWzvgcg4THBFgkcaYRj60usoe/rsUBATru8dMF50jfN3RVobJMiWxpiq+vKKsJG3+3j/7ITca4H3xf//SKx/AawLgSi2wMGfANnE+ns8m4V6tahIQpULrDI8diHJCHIAjm02nXdVxZ8m2KCc4B8H3fkyUE8Ig4LmQpB23UDY5FYKqlEoqEckBVBQEclqkb+tW+34iIiOvMy27EIAj6zboji0uTWeKOX9CmljHA8tMaccVGYxy87IoJR+fFdDTqNhpUkd1ivl4s6Cwzq1e71GhT47D/PD7ZO3rL1+tfehHMJmO6zWOcNfi4DqybER2yWwOoF3JBECxms+loOJ9OMcYEQTA7dBLRU+Wut/evjelwYKa2OrJI4zBy7UnVDcd6jDqdsJN7sFiMel2qKg3DuJK3GRERcf2JjBgEQeDl1DYHU8voIJi7wtg8rZrmqVabA0fNXPT1u/ncyDPnjVo4BtnRspQ7Mi6xS41wFMbhG/uWWdfxoq/tTObT6aDVRGAMPoF8wt7e0hMxBGZpu2CxmI6GOnBdz7UB6I5gbPOz8chIJpaJUJ9SnY/riRjloFrIU0U2gLVUZXA0Sd6p1Qyeq+v6bHTFRd4RERHXkMiIQRAEk+FgmTWtKhlXFtscnIsXEXYmw+FFX3/bcdqozxs1g2PGnjNv1OwEd1h+piZ5+ZylKlb84PZw6sVFX9tT0fPcZrnkSrt6AhyJ1HJZlBiMs1RIGlLcUzJUlp2c1m+1ZqNRr1ZdPtAlxBF363ktnAjd9jybZNoGugDHes926vWGoeuydFV9FU7DpLduCWvrwtq6cOM17vYv+kEQ3L7NRQMRn3PSH7/zxs237tx56+bNtzbvW0EQ//Dmzbfu3LkTjQ2+bkRG3IMC19HZqWVMKFqwYwCPJIUSj4TTGeH0MxiPW1Vg8YJnZYSM+33kj/T4phw00ik3yVOEkesiw84btTY1EThk1B5FHcDiYycv75rMWuo4tsFzlCTNFG+m+KHvGxDXec4mJDTZYj6vF/O+qfsUg8ViT2+LBcbAp9j3/VG/j0TVWdD5pG8Yh0ucRr0eBaAgV7E8GZz/COivS//eu0JowSAIpwQXH0ZGfAFIf7xvPuv+5p2P04duiLhmREbco1v1XCWzlFmNA5OkuwbOGzUq7rqgPK0O+1iypN3ZZHz2az8zi/mcckfOXTQEvprPWapCZdnOqnQ/NEQWLFVxsllD0zqGrhvHs6a1VXMKrwOz8ZE8Z69eddVMhQPkuQoH7n4rODOVMJLxJ4n/xoNBp1b1T5xPvTL2FXiM27e5h3xxbV24cUsIb1kL48jXhfBRN14Lhwnv25Qvht+ufXThPfkinpL0x3fufJy27m8+kRBLv/sbz7Iu/u28gERG3GexcLNyJ35QLNou5hxZCvfbMMF5itQrF57ciE5G7Dcvtmv2kr7v19P8YSMaLNhZ1c6qYaGNTdRpzZs3ajbE3ZzWMfeqbCg9XmZCAa5JmHg6OstWd1J1su1LorW91d1vF24A5wh890T38FNomOa1OJjBF9fepcUgCILg4Udh7lS+Zwa3b3Ovb9aDIHjlVhgs1u/eEoIguHGLu2cGgUlvvMIFQRAA98p6MQjqd9eFu3wQ8MKN2/KVvZeIE1j3N995Y/OtzfuW9f7mnc2NjTt37tz48J2P049/SGTEyycy4gGjbseAg/OFrYJW1fbGzY89r1HMUXHHA3gSHY4pUnLKH/Vzpq5jj5rHjlsMHSvcU5w3aj6masX8rF4Nt9mW3cDp0cqaUa9naVq3cX1jC53nzNTWfDpFHkZ5ZZRXfImz0gcjonSObcu7h285E69YuBa50+MxYv3uvhHDGw9/sbYurK3vGfGV9WL48ENfCGvrwuuREa8T77xxMi48I3saGfHyeXojLhaDdtsyX8wSdiTE5KAdh6llIAF/izu2OacDtLmzpYgAyF5SN+qe71NFntWrx4w4ct3D3yLLWKqMAFSVLVUZe149nVruI1LMUElCBnxEV9Mu58qfitl4rAOHADbwrpBC2DMi8pwFPHIwHQ4W83l4O2U5JE/6+Vumsbr33mX/UT+6j/g4I5o0DP7urjSiSW+vy/fMIAjqr0ZGvDZY9zffuvPxiZsjI147ns6I/VbLLeS9cmnY6VzQBV05A79lyyIqxNwVjh3gm9Y8SyZVVT7TiB7HjrqX8hEtFm4+Fw6BqhVyXlFrlkutSglBtVTFzed8TPh6xUrEB7blaFkTmFalXC8V3RTfMPRltlBnIHSqr2Pbu8CWAl8bmwh1IoQWPLnMJOhbMSdDwthxmJONBPMsL9drNp2cdtl/1E1649Uw/hNef51bW2lEXn79e8LaunDjBvcqnDDi/k9f2RBu3Do+SCviSki/98bNOzffeOdOyMfpj995Y/OtO3fuvHNj49T9xMiIl8/TGbHXaIz7/bPv97yzWOhsyiTpvnX8VLuP6GTIk8SIl7Y1VdfRy+faCG290igXG+VivVQMs6PhsrPq2DPDdm6Opo5cu1EuGjx7+P0uG6K6Sf4Sjot8DVyeeZwOwzXIybXdbVeKh9+62/yzvFynWg3/8fdS/IGPiIgIgiDaR3wc09HIIGlXlQ+fZ++aeu9JjXh5CavZdGpn1bF3cPp+Wq8iCwPHnjdqOsAyoTqteZSDjqnbWvbwvIvJcOglU3tG5J8ptLoIpuNRo1TAVPx0Ix5bCLGTPWwPM5/NWpZ1+j9cBu22W7yOOeSIiIiLIDLianyqG4SgmHB5mDdqY8+0VJnyLAJYh1q+nRIjXurVGgYyB+cR2wYue9Z4QspS5bCFm8HFEAAJGR3NBFJKKcaWO46XeeWPo9fwXFnUOUBgdQbcFONr4lMZ0SfEADBOfTu9ZhMBht3LHmwZERFxPYmMuJq2azeLuSHVUeTqpaLLs2F95tjzqCLbWcWNr66vGVP0Cxolz5Sy+xogJpZG7FHzcBe3kWtTWfbymqXIfUuvl0v9o4UkbiEfNoEbeY6TuxYhEaYSLSk9zMlPZcEVkSLDTQanpT1917VUpV31Lu2tRUREXFsiI66mYVTa5cLUoY4iuZqqE8XJql5OG7nuyLUHtlXNaSt0aCIV+Vohd/rfwheBq2lLBdZksXHoeGJNlVKb950kpyfYMIL0nSPH0pum6aM+b9R8A33HvuQrXwnG4RlduDybYSTjk0HfN/X5oS7hh5mOx3VDj8ZiREREREZcjVfQenp5YpsIMHOtcDWKeWSZ/f02tlMpHrhQx0Y+S0nau6KjC1Q+2PLU2S/q+4MS6zxf+eLvLB766UT5s1+NXbNrGnWsHH7sdDzWYxA2Cr8mhSQ6d0YdzVNIMbNrJOM6c0Yjm8MjFSMiIl5OIiOuxlYzQxM75QIFZmnEmWs5HLi57KTqekKqnssehIYk0TLwCru92Fp2uj/aovTwl26SdXdSTU3e+X/utXimn0700wn90YM2B7aWPak9jLONcumapEyDIPAIe15GHOUVP7ODwJ79qhERES83kRFXgyJ0DDQI1Hk4bESEuC6JI9ewACjZCTuA9ytFnZCrvWCdi7l8YmlE2NjAH29Q2OA23u+nE+0khz/+Q3jwS+6DjemqQUhuId9t1A+3w75C2i5FOLcYMVwuXPbObkRExHNHZMTV6DKp57NeVj6sw5lr1XnG1VQ7q1LCLcdF9StFL5e92guez2a2lvUYvqlKpYe/9HkujAvD5fNcT4i3U7HS559c7XU+CfPZTGfOZx/xoMTmEpvqRUREPKdERlwN8pwp7gyMyjEjhssv5hDSy03EZk5tVEpXfclBr9VMvveJxXxmPnpwWIdVgccU108nLOYzjwhXfZlPhE52ztmI1+NUyUpa3VG0ohWtcF3t/4yREVejM2BlyEodtoo5U9wxCtrUMtoctPJZSyLXZF6EDpuHXdhPJ2gyQRUZCXG4Ly0+triGY3JXce5ZUxR3rvo9RUREXHciI67GALDY7EkdjhCpLFtx1gLZ51gEBtP8uN87+xkvBWTeP2bEfjpB0xxubCA8mM9WHz+4hhjA+RJZUSMjEV+Ku4RBHjAVd6W4r8mjvII8dMiK++89ShP1axwjRkREXBMiI66GSlyzmFuRL0XO1bLzRq1H0VIVCter51npi09PGrHFM/n7n171pT0d9YLWEFf09dYTrCvtNsrFNuKw7VezMrLMKK9g4rTa1KaYrmajQRARERFnEBlxNUgSJ8tqwsqaWrGw1zU7q7qaetVXegSagPCsRU/g2qlYcwtc9ovKF383bF3S7OLzolevOgJ/NDoUre0tN3O8phcTTF/L2PxplTi2wPcbtSd53dNboUZERLzYREZcwcBvoUpsRTppRJePW6pSLxUt5JycNu5dl3xpSLOQ1R/9g/7oQfnz+wbzucXHPJEb1J9IBteK+WyGCbajkCrDO+mkmYzHAFoGnrxnC8s0Ga9w0FFWZ037WkbnuSccRUKBGfeiNqcRES8pkRGPM+73kEg6gCevqKzpIUclQvUdU9MuaQLi0zAbjYaN+qTXnU+vRaXPs+CpGXt3Gxno1avjfu9xSpvPZgafSAAgw/irthIpcCbZesIXree0eBwwFm06RkS8jERGPE6tVPDLBQO4sWWsrDWd2KYp7UZNv64Li8Ww4y9ms65r20cTrWGu1UjGn+r5hq1mhQMHdy9twuUeJr29Xnz4+J8vRwc/GfVXb0dbp9cG6/7NvXHBQRAEQfrjO3fu3Llz87R5wRFXQWTE4xgkPbFNyu6u1OEIdb+UrxauS7uUYl4AAA5tSURBVLeziAMWC3N7yxa5UV7pKMRNwSiv6BBvYflpnwfjDPKAcaZRKlzMta4iMuILS/rj0IXpj+/c2bxv3d+8s3nfOrg54voQGfE4BklPHYpHNxFHiI2C5mUVi5BqIXd9jltEHGbotzAG3k7K4DncSdkCrye5p32SXq1KU1u+Jhtb3KjTvojrXE1kxBeV9MehAYPAur952IEHP4i4JkRGPMJ0PNozInBHtw/jRoaMut3HTRSKuCZMx6OWXhl1fATw0Th93sUKFgvKJD3gEaBRvNxMQGhEk97+nnD3lrC2Lt97V7h7S3j9NW7tXVo8MGL9xi1hbV1Yu8HdM4PApDde49bWhbVbwiuvyUFQv3tLuHFLeH1DvhEZ8Zph3d+4efON99J739x44+YbG6cJsfS7v/G11yW9pReOyIhH6LeaVNrtYslkuP3okNqyaIo71WLuqq8u4klpGYgAeoK1draf6oE7cTD4uL4VQ/6pg8tnZWnEdTlU3X7IWL+7Lt8zj8eId9f3jRiaz6SvrBcDvhjqM4oRrxvW/c3jOdKzsqaRES+fyIhHGPgtSxZphtBDYxH7RsWWxau+tIinYDocIM+1M7vu0/ziBs2GkeSMLa5ZKVWzysVd3moOjFh8uPetsLa3jhjx9m1ubV1Y2zfiK+vF8OGvrBeLv5AjI15P3nnjZIL0jKxpZMTLJzLiEQZtn0rEycqHxyK2SnkKsau+tIinwwK+mk42njiyn46G+lasrRIjGZ9Pp1eQHl9hxCPbintG3A8K764yYhQjXk+s+5tv3fn4xM2REa8dkRGP0GvUDZK2ZPHwPqKjZnzXu+pLi3g6ENhqVnnyHjTWTqqZ2XEl7qnCyvPkmBGDfriPuHabu3G7+HBpRF5+/XvC2rpw4wb3KpwwYlC/e5u7cUu49Qsu2ke8JqTfe+PmnZtvvHPnzt4BjI/feWPzrTt37rxzY+PUwprIiJdPZMQj9HSsKhmT7KBE9huZxpEknrpAI+K5olf1kAdKABmm6zlXfTkRERFXQ2TEI7Qo7beatiIh7IRGtGVxPOhf9XVFXCDT4UDfivmS6KSTHSeqhY+IeHmJjHgEBM4Qd+o5lUL8/2/vjmLauA84jv/NEmmT+mBDH6o+EYmH7TVG0yptkq+qtlWdNCbVa+VtVVcyb9OYpkio6kNlXU4kg6lsLGJVN2+a161Ss40t04y2TFN1JkfqsjPY1BAwBz7bd2DAIQZsYxvDfw93xnaAJDXEduD30Sm6c+x/D6fhm//dmSvE1awalSc/2U88gcfOysy0fGskMjayOCHuNMZ9LgGgLlDEksJ2XvEEErPTq7PT8eJ5RBk/nuYU2M5lk2oEx8YBTjkUsULUL8an/LHAuOzVrzWVeX5DidZ7vwAA4JFDESvEAuOxwMRiMLD3Q70X/SP13ikAAKgFFLGC8rE/6vetzk4X4ur2krI8M7W+pNR7pwAAoBZQxArq1KQ6qc8R786HVhek/c+p9U2CAACgJlDECvGZ0JLfL/t9Mu+JzEwujlTcOTYhR2WeX7l5M5vCvS/g2NzdzGLBgkVb6vuXEUWssJ3LLk4Ho37f3hKX5b3fXV9eTiUSddw9AAB4dFDECsklNTY5EQuMy37fUjCgTE4kyg6c4ngpAMAJhiJWiE/6Y4HxaGBcnuSjfp8yObE86qn3TgEAQC2giBWyyY3NxOrK/Jzs92hFVHl+cyVe7/0CAIBHDkU8wM72dtQjKLwYCYxEeX7pdhCX0gAAnHgo4v3s7u5u5+p87RMAANQGiggAAEApigjQKEr3CqZ07/7AxzRUl/eIOwdHo7qb9NsF65tc+SY0DBQRoDE8oiLGFMIEj7xzcBQ+pxY/n9Nu59zqPZv13jsogyICNIZDisgwgskqmqzBwZj+HONZwWQVmaG09iqDVTRdVQa7xdJEUB8q0WUVuyzBwVhpzE88FBydz1kM3+hAk9157+ahr5t/4Znqlhp9XScRigjQGGIKYxVNZcsNSilNdFlESin1SiarpD2HGUrrm1rzvFQaCpqs9xZxoFswXS3/EUtVDQXHR3Vz5XPCezb3QxFrD0UEaAwHzhFjisGq/dSkxBkmSGMKU5zhGawS9UqmbkWidK9nZUMFDUZhsLs4/6t6KDgmqpu757zhhTbu/qcRUcTaQxEBGsOBRfRKxm7tfmTpMxax9JyYYrBK0lCwmLH0vqOmYpeXlrJX9VBwTC60VcwHVTfXdoG7/0tQxNpDEQEawyFzRKIf6hSJPrErZYx6RfKi8DUvlYYEsu+oqTaUNBQ0GkVa9VBwdKqbbePOXHCWb7ZdePB1pihi7aGIAI3hoa+sqTiaql8OI3VZS1fQ7B9KO6FYzVBwZD6nvVxfX8UmPoDRUFBEgBMgcXwZO8ahAB4zKCLAYyumWM4GjYxosgSNjFT95xePdyiAxxaKCAAAQCmKCAAAoEERAQAAKEURAQAANCgiAAAApSginGaE4P9/ACjBdwQ4vRqkiHc3s1iwYNGW+v5lbIjvCAAPydbSatacNzzgmTZX+EGjVRYx7eJEs110+Cil1MYqYZpwcMoDBwGAE6PaIg53EkIIIa9dz+zI8UJcLihyNiJnZT4vj+Y/5LMCn705neX9WT6wHhxL+j1J/0hyjE/zfGrEk+L51MhbG3xvku9N8j9NvtWT7GWTP2OTLJvs+XPs0vtR1hW95Iqy70beZ+VrA7JrQP5Dr+y6IrvYlV+xK4O98QE2PsDGr7BKD6twnMIS5crT0ctPRVijzD4ps8YIa4pwRCZPyE9/Wn7qM/JTRDZ+Sn6S8EZyy0RuESI8YRWeeHH00x1CU4dAvsITy00DM0IsI+S5EWLhXya89XP8Nz7Ld7TyHW28pfXAd+Ec6dTfR0IIIZ3DpTdHX4djtdc5y3nS6qGUUrPhvNlsNjs8lFLqcZjN510um8OjP7OltdlsNttcYRp22RwOR2VKy4tIWMHmTlOaeOWCwKrUxgoOVmhuEginPU6pTzI7y2+uBAAnTZVF7CTt/SFKQ/3tpHN3PVmILxaWlG01mpf5fGQ+H57LSTO5uensjD97O7A1NZGZ/CjjH8tMeNPiaGrsZsrLp259sCn8d8Pz7w3+XxsfDK/f+EfyP9eT1/+aHP7L3X9eW7v+3trf/7T2t3fvXGMT136bcP0m8d47q398e8U1sPL7X6787hfL7/TFf90Xf5tdGuxZusotDhgWf+5Y7H9T7X1D6X1duXIx1nMxxv0kSrqijh9F3/xh5I3vyW90yq+/xl+0hC9+e+HVlxd+/NJC1zfnf9Ahfb9Dsn995tXn5777fOiVL4e+81zoW8/OvkxmXvrSjPWL/o4v3O74vP+r7fveA+0fBVoRhw2kXXs3hulwJ2nv19fhmO0V0WG2uMKUhl02m4tSarGYKfU4zDZX2OMwm/Uihl0Ws6P4uMtmdngodZgtnuJo5UU094kV/yFWCauKjVPCqmKzSx6adnH69BEATqoqi9hu7J+hlNJQv7F9N506hUXsb392eG+OGOo3tvdTGupvb+/XftHXj/RnA/vtHTVtbm2hVJsUFjfDLq2XHkexiNqa/oj+u66yw6kPVUSthaPaOgCcZFUWkZw7p62cO0d2tzKnsIiU0tJR0+FObUI43Ek6K9are3fhUMWceVpbbJQW66c5WhFtbEXwyopIqU9qGSgeOwWAk6vaIhLDLKWUhgyE7G6czqOmtFTEAQNpvUxp6HIrMQwYSOvlkL5e7R8LHKJ0HrG51WBzhcMuYmg2m1taLQZKPQ6DrbWFOM6XjpqS1maz2eAw2FzhBxTRxQm2NsFsF21tgs2d1ovYJLRwCqWJZiJ47t0XADhpjuE84s7andNeRJxHbCDh8ubd30N/+iLtYoPV7xEAPCaOeq1p5/X8zuryqS8irjVtBPpJxYft4UMW0SeZ7WItrjKNKYxVNBUXI3Ngg9OD3WU3uK+8MzA0LtXdVHF/YNXN2e32Jlyq1WiO+nnE3XTqFBcRHm8N8gl9XWXejBbhDL//SZVFPATDCMhkA/H1NTW1XfJR6rvU1tQ0MKpv+y61NTX13SeK8y88U8VSu6/rJDryd4RCYTeX281ld7Nbu9mt3a3Mbia9k0nvpFM76c2d1MbO5sbO5nphI1nYSBbW7xaSa4XkWkG+U7ibKKwlsonV7Tsr23dWthPL26vL2yvy9spSfnkxv6zk42o+ruSX5PxSLL8YzanRnBrJKXJOkXOxcC66kI3OZyNSNiJl5bksP5cNh7ILoezC7Nb8zJbk35Jub81Nb81NbYWmtkLBzKw/M/txZmYy4/dnbgcy0/7M1ER6aiIdHE8HfemPfelJMT35v1RgLBUYS/k/SvHe1IQ3NfFhavxWyndrncdZJHjEKos42C1o5TNZihPHq4lSEb2S4axQeolXMllFk1UYjFFKE8QqmqzBwdje49prKcMIg0NBk1U0nBXq9EWecj6n3e4cdXP6XNHntHNu9dBno4i110j/RgY4zSqLaLJo64kui0gppV7JyASLRZT04OkvSXTt9a9bkUpzxESXVc+n9nyGEZihdNngUFOqm7NzblVFERsXigjQGB5wHjFxplhEy1ltLlhexIpDqfuOmurJZBj9hTisWnuqm9NPI6KIDQxFBGgMB14mE1MII2iNJMUiEiIQo1A2R6TadNBkEYlFurEXvJjCMAJhRJNVJMUiauOjiDWmurnn2orxU3s4O9ejlq0cAkWsPRQRoDEcWESvZLJKlNIbV8Wyo6aUeiVjt6K/JKYwpbOGehHLN29cFU0oYh3pR0tLD/icdrvTp/1av92CA6CIAI3h4I9SpI0viiaryAwlzljEsmtN00ajeMiVNXSwWzBZxS5verBbNFlFw1lRexWKWBc+p72c07f3GD590XBQRAAAAEpRRAAAAA2KCAAAQCmKCAAAoEERAQAAKEURAQAANP8HMtuEQmMVi2IAAAAASUVORK5CYII=" alt="" /></p>
<p>&nbsp;</p>
<p>The market segmentation of this have really surprised me , however again we need to consider that this is not a data which is based on the adoption of the technology. Similar to the Virtualization data this has trends which puts the Indian Subcontinent on top , however can we use this to depict the sentiments and customer requirements? In my experience of consulting from last 5 years working in the Indian subcontinent I can relate to this data and can say that there is a definite increase in the interest however if this can translate to the same volume in business have to be seen.</p>
<p><strong>Big Data Trends</strong></p>
<p><img 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" alt="" /></p>
<p>Everything is Big about Big Data as of now , this is the hot cake and a technology where the most interest is at this moment. What is remarkable is with in 1 year the trends here have surpassed the Virtualization and Cloud Computing trends. This is also very evident in the recent industry announcements in this segment , few of the notable companies doing lot of work are below.</p>
<p><strong>Pivotal : VMware and EMC&#8217;s Spin off</strong><br />
<strong>Oracle</strong><br />
<strong>IBM</strong></p>
<p><img 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" alt="" /></p>
<p>The interest trends are similar to the ones above and again to my surprise it&#8217;s the Indian Subcontinent leading the interest levels , however the Big Data movement is still in it&#8217;s nascent phase. I believe this is one area which will be lead by the more mature market to start with and then slowly as happens with most of technology areas will spread to emerging markets.</p>
<p><strong>Future Trends</strong></p>
<p><img src="data:image/png;base64,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" alt="" /></p>
<p>When I looked at some forecasting or future trends it seems that Virtualization trends are going to stable going forward , Cloud Computing will be at decline but with not so much fast pace and Big Data will become Bigger.</p>
<p>Hopefully I can use some of these insights when discussing future data center strategies with my customers and can be helpful for others as well.</p>
]]></content:encoded>
			<wfw:commentRss>http://thinkingloudoncloud.com/2013/06/interesting-trends-virtualizationcloud-computing-big-data-5-years/feed/</wfw:commentRss>
		<slash:comments>1</slash:comments>
		</item>
		<item>
		<title>vExpert 2013 The Journey Begins</title>
		<link>http://thinkingloudoncloud.com/2013/05/vexpert-2013-journey-begins/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=vexpert-2013-journey-begins</link>
		<comments>http://thinkingloudoncloud.com/2013/05/vexpert-2013-journey-begins/#comments</comments>
		<pubDate>Wed, 29 May 2013 17:27:11 +0000</pubDate>
		<dc:creator>Samir Roshan</dc:creator>
				<category><![CDATA[VMware]]></category>
		<category><![CDATA[vExpert]]></category>

		<guid isPermaLink="false">http://thinkingloudoncloud.com/?p=534</guid>
		<description><![CDATA[Today was a morning that I will remember as one of the best in my professional career.Today I got awarded by VMware as a vExpert 2013 , this is a special recognition as you have to work for and with in VMware community to spread the knowledge\technical insights\help resolve issues. This is not a recognition [...]]]></description>
			<content:encoded><![CDATA[<p><img class="aligncenter" title="vmw_logo_vmware-expert" src="http://www.rimmergram.com/wp-content/uploads/2013/05/vmw_logo_vmware-expert.gif" alt="" width="160" height="27" /><br />
Today was a morning that I will remember as one of the best in my professional career.Today I got awarded by VMware as a<br />
<strong>vExpert 2013</strong> , this is a special recognition as you have to work for and with in VMware community to spread the knowledge\technical insights\help resolve issues.<br />
This is not a recognition which you can get by writing an exam.I feel totally excited,humbled and even more responsible today.</p>
<p>For me personally this is the first year where I applied to be considered for the program,I had contributed to the community<br />
through participating in the VMware communities and also recently through my blog.</p>
<p>However I feel that this is just a start for me and I have a long way to go to make sure that I keep contributing to the larger<br />
interest of community. After all sharing is the best way of learning.</p>
<p>Congrats to all the fellow new and returning vExperts. The complete list is available here <a href="http://blogs.vmware.com/vmtn/2013/05/vexpert-2013-awardees-announced.html">http://blogs.vmware.com/vmtn/2013/05/vexpert-2013-awardees-announced.html</a></p>
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		<title>VCAP5 DCA Exam Experience and Study Tips</title>
		<link>http://thinkingloudoncloud.com/2013/05/vcap5-dca-exam-experience-study-tips/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=vcap5-dca-exam-experience-study-tips</link>
		<comments>http://thinkingloudoncloud.com/2013/05/vcap5-dca-exam-experience-study-tips/#comments</comments>
		<pubDate>Fri, 17 May 2013 09:26:05 +0000</pubDate>
		<dc:creator>Samir Roshan</dc:creator>
				<category><![CDATA[Certification]]></category>
		<category><![CDATA[VCAP5 DCA]]></category>
		<category><![CDATA[VMware]]></category>
		<category><![CDATA[VCAP]]></category>

		<guid isPermaLink="false">http://thinkingloudoncloud.com/?p=523</guid>
		<description><![CDATA[  Today I got my VCAP5 DCA results , I was really happy to see the scorecard with a Pass and Congratulations. &#8220;Congratulations on passing the VMware Certified Advanced Professional 5 – Data Center Administration exam! You will receive an email notification from certification@vmware.com once your certification status has been confirmed and added to your [...]]]></description>
			<content:encoded><![CDATA[<p><img id="irc_mi" class="alignleft" src="http://foonet.be/wp-content/uploads/2013/02/vcap5-dca.jpg" alt="" width="145" height="149" />  Today I got my VCAP5 DCA results , I was really happy to see the scorecard with a Pass and Congratulations.</p>
<p><em>&#8220;Congratulations on passing the VMware Certified Advanced Professional 5 – Data Center Administration exam! You will receive an email notification from certification@vmware.com once your certification status has been confirmed and added to your VMware Education Transcript (allow one week).&#8221;</em></p>
<p>This year I have had a very hectic work schedule with many responsibilities in VMware Professional Services team , although I quite liked the challenge and the work I did it had a toll on my personal goal for 2013. This is my first certification in 2013 and I hope that I finish the rest which I am targeting this year. Now enough of the rant lets see what is the exam has in store for you and how can you effectively prepare.</p>
<p><strong>Exam Overview</strong></p>
<p>The total time for this exam is 225 minutes. Candidates who take the VCAP5-DCA exam in a country where English is not a primary language will have an additional 30 minutes added to the exam time. This time extension is automatic, no additional action is required from the candidate.</p>
<p>This one has<strong> 26 lab questions</strong> that you have to complete and each question can have multiple parts. There is partial credit so read each question (and its parts) thoroughly! Passing score for the exam is 300.</p>
<p>In terms of what is covered in the exam you can refer to the  blueprint from VMware:<br />
<a title="My Learn VCAP5 DCA Blueprint" href="http://mylearn.vmware.com/register.cfm?course=139202">http://mylearn.vmware.com/register.cfm?course=139202</a></p>
<p><strong>Exam Experience</strong></p>
<p>This was a tough exam just in the sheer amount of tasks you are asked to do in a short amount of time. If you are not a Virtualization Consultant a Virtualization Administrator then you should have plenty of lab time. The exam touches each and every section of the blueprint so don&#8217;t miss any section and any module of vSphere to do practice on. There is a help in the exam with the pdf documents which you can refer , however it can be very slow and can eat up your precious time. So unless you need to refer the doc please don&#8217;t do so.</p>
<p>There is a jump box vm which has all of your vSphere clients, remote desktop connections, SSH, and other connectivity tools. Additionally, the vSphere documentation set is on this VM. Familiarize yourself with the tools on this VM when you start and I would also recommend opening connections to all your important sources. This will save you time later on!</p>
<p>Thankfully I didn’t have any interface crashes this time , however I had a problem with my VUM environment.</p>
<p>This was my third Advanced Administration exam on VMware starting from VI3 , vSphere4 and now on vSphere 5 , and I feel the exam environment has come a long way and so do the complexity of the tasks.</p>
<p>Overall I enjoyed the exam and thought it was true test of some one&#8217;s knowledge of vSphere. It’s definitely a potboiler to the finish, but I really liked how well the live lab format worked and the way you can structure the tasks around a scenario. This exam will leave you mentally and physically tired so be well prepared and relaxed.</p>
<p><strong>Tips and Tricks</strong></p>
<p>Know each way (PowerCLI, command line, GUI) to do a task on the blueprint, but also have your preferred way.If you are not a powercli guy then make sure that you know the GUI very well.</p>
<p>One of the things that I used for the exam was to scan the questions initially then mark them up if they are in the same category , this has helped a lot. For example I got around 5 tasks which were logically related to each other and finished them in one go rather than going as per the questions.</p>
<p>The scanning also helps you to figure out which questions to attempt first based on your comfort level, which builds confidence in the exam.</p>
<p>Last but not the least know what your doing , if you don&#8217;t know a certain question don&#8217;t waste time and skip to the next question.</p>
<p><strong>Resources</strong></p>
<p>You will find some usual suspects below , they have done awesome job for this exam and will be great resource for your exam preparation.</p>
<p><strong>My VCAP5 DCA Study Guide :</strong> <a href="http://thinkingloudoncloud.com/certification/vcap5-dca-study-guide/">http://thinkingloudoncloud.com/certification/vcap5-dca-study-guide/</a></p>
<p><strong>Chris Wahl :</strong> <a href="http://wahlnetwork.com/2012/07/02/the-vcap5-dca-study-sheet/">http://wahlnetwork.com/2012/07/02/the-vcap5-dca-study-sheet/</a><br />
<strong>Jason Langer :</strong> <a href="http://www.virtuallanger.com/vcap-dca-5/">http://www.virtuallanger.com/vcap-dca-5/</a><br />
<strong> Josh Coen:</strong> <a href="http://www.valcolabs.com/vcap5-dca/">http://www.valcolabs.com/vcap5-dca/</a><br />
<strong> ProfesionalVMware</strong> : Definitely watch/listen to all of the episodes to help prepare:<a href=" http://professionalvmware.com/brownbags/"> http://professionalvmware.com/brownbags/</a></p>
<p><strong>Final Thoughts</strong></p>
<p>I am a very happy man today , however you have to have patience for the exam result as it takes minimum three weeks. The next logical step for me will be to start preparing for my VCDX , but we all know it&#8217;s easier said than done <img src='http://thinkingloudoncloud.com/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> </p>
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		<title>Load Balancing VMware View with Cisco ACE: Part2</title>
		<link>http://thinkingloudoncloud.com/2013/03/load-balancing-vmware-view-cisco-ace-part2/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=load-balancing-vmware-view-cisco-ace-part2</link>
		<comments>http://thinkingloudoncloud.com/2013/03/load-balancing-vmware-view-cisco-ace-part2/#comments</comments>
		<pubDate>Mon, 25 Mar 2013 13:14:04 +0000</pubDate>
		<dc:creator>Samir Roshan</dc:creator>
				<category><![CDATA[VMware]]></category>
		<category><![CDATA[VMware View]]></category>
		<category><![CDATA[VMware View 5.1]]></category>

		<guid isPermaLink="false">http://thinkingloudoncloud.com/?p=513</guid>
		<description><![CDATA[In continuation to my first post on this topic I wanted to take you through the exact configurations that you need to do on Cisco ACE device. Let’s look at some of the prerequisites which are required in order to complete the configuration. All the IP and hostname details mentioned here are for references only [...]]]></description>
			<content:encoded><![CDATA[<p>In continuation to my<strong> <a title="Load Balancing VMware View with Cisco ACE:  Part1" href="http://thinkingloudoncloud.com/2013/03/load-balancing-vmware-view-cisco-ace-part1/">first post</a> </strong>on this topic I wanted to take you through the exact configurations that you need to do on Cisco ACE device. Let’s look at some of the prerequisites which are required in order to complete the configuration.</p>
<p>All the IP and hostname details mentioned here are for references only and you will have to replace this with the real IP and hostname in your infrastructure.</p>
<p><span style="font-size: medium;"><strong>Prerequisites</strong></span></p>
<p><strong>IP Details:</strong></p>
<p>Primary Ace Management IP : 10.68.200.10</p>
<p>Secondary Ace Management IP: 10.68.200.11</p>
<p>Default Gateway IP: 10.68.200.1</p>
<p><strong>Load Balancing Algorithm based on</strong>: Least Connections</p>
<p>VIP: 10.68.200.25 &lt;This is the Virtual IP which maps to the View connection servers in the ACE farm&gt;</p>
<p>VIP Service Port: 443 (https)</p>
<p>Source NAT IP: 10.68.200.24</p>
<p><strong>Health Monitoring:</strong></p>
<p>Service Port of the connection view server port 443</p>
<p>Keepalive Mechanism: HTTP GET /favicon.ico</p>
<p>Keepalive / Health Check: Every 2 seconds</p>
<p>Keepalive Timeout: 2 seconds</p>
<p><strong>Real servers IP are defined in ACE:</strong></p>
<p>View Connection server 1: 10.68.200.15</p>
<p>View Connection server 2:  10.68.200.16</p>
<p>View Connection server 3: 10.68.200.17</p>
<p><strong>Host Names of the Real servers defined in the cisco Ace:</strong></p>
<p>View Connection server 1: viewcs1.thinkingloudoncloud.com</p>
<p>View Connection server 2: viewcs2.thinkingloudoncloud.com</p>
<p>View Connection server 3: viewcs3.thinkingloudoncloud.com</p>
<p>Server farm Name defined in Cisco ACE:  THINKINGLOUDONCLOUD_VIEW_FARM</p>
<p><strong>Configurations</strong></p>
<p>You have to perform the following configuration steps on the CISCO ACE console in the Admin context:<strong><br />
</strong></p>
<p><strong>Configure the Cisco ACE interfaces. The ACE can be configured with port channels (recommended) or on a per-interface basis:</strong></p>
<p>interface port-channel 100</p>
<p>switchport trunk allowed vlan 15,5</p>
<p>port-channel load-balance src-dst-port</p>
<p>no shutdown</p>
<p>interface gigabitEthernet 1/1</p>
<p>channel-group 100</p>
<p>no shut</p>
<p>interface gigabitEthernet 1/2</p>
<p>channel-group 100</p>
<p>no shut</p>
<p>interface gigabitEthernet 1/3</p>
<p>channel-group 100</p>
<p>no shut<strong><br />
</strong></p>
<p>interface gigabitEthernet 1/4</p>
<p>channel-group 100</p>
<p>no shut</p>
<p><strong>Configure IP addresses on the interface and configure Default route (management interface)</strong></p>
<p>interface vlan 15</p>
<p>description Management Vlan</p>
<p>ip address 10.68.200.10 255.255.255.0</p>
<p>access-group input EVERYONE</p>
<p>service-policy input remote_mgmt_allow_policy</p>
<p>service-policy input MGMT</p>
<p>no shutdown</p>
<p>interface vlan 5</p>
<p>description client-server-vlan</p>
<p>ip address 10.68.200.2 255.255.255.240</p>
<p>nat-pool 1 10.68.200.3 10.68.200.3 netmask 255.255.255.240 pat</p>
<p>service-policy input VIEW-SLB-MULTI</p>
<p>no shutdown</p>
<p>ip route 0.0.0.0 0.0.0.0 10.68.200.1</p>
<p><strong>Configure the Remote Management Access:</strong></p>
<p>To access the Cisco ACE remotely using Telnet, SSH, SNMP, HTTP, or HTTPS; or to allow ICMP access to the Cisco ACE, a service policy must be defined and applied to the interface(s) through which access is to be permitted. The following configuration steps are required:</p>
<p><strong>Configure a class-map of type management:</strong></p>
<p>class-map type management match-any MGMT</p>
<p>2 match protocol xml-https any</p>
<p>4 match protocol icmp any</p>
<p>5 match protocol telnet any</p>
<p>6 match protocol ssh any</p>
<p>7 match protocol http any</p>
<p>8 match protocol https any</p>
<p>9 match protocol snmp any</p>
<p>class-map type management match-any remote_access</p>
<p>2 match protocol xml-https any</p>
<p>3 match protocol icmp any</p>
<p>4 match protocol telnet any</p>
<p>5 match protocol ssh any</p>
<p>6 match protocol http any</p>
<p>7 match protocol https any</p>
<p>8 match protocol snmp any</p>
<p>Configuring the class-map for Virtual IP:</p>
<p>class-map match-all VIEW_SERVER_VIP</p>
<p>2 match virtual-address 10.68.200.25 tcp eq https</p>
<p>Configure a policy-map of type management:</p>
<p>policy-map type management first-match MGMT</p>
<p>class MGMT</p>
<p>permit</p>
<p>policy-map type management first-match remote_mgmt_allow_policy</p>
<p>class remote_access</p>
<p>permit<strong></strong></p>
<p><strong>Configuring the policy-map for load balancing:</strong></p>
<p>policy-map type loadbalance http first-match VIEW_SS</p>
<p>class class-default</p>
<p>serverfarm BLRKECCS_FARM</p>
<p>policy-map multi-match VIEW-SLB-MULTI</p>
<p>class VIEW_SERVER_VIP</p>
<p>loadbalance vip inservice</p>
<p>loadbalance policy VIEW_SS</p>
<p>loadbalance vip icmp-reply</p>
<p>nat dynamic 1 vlan 5<strong></strong></p>
<p><strong>IP Access through the Cisco ACE:</strong></p>
<p>Interface VLANs must be configured for Layer-3 connectivity through the Cisco ACE. Service policies for load balancing, security, and management access to Cisco ACE are also applied at the interface VLAN level.</p>
<p>access-list EVERYONE line 8 extended permit icmp any any</p>
<p>access-list EVERYONE line 16 extended permit ip any any</p>
<p>Health Monitor / Probe configuration for the server-farm:</p>
<p>probe http VIEW_SS_HTTP</p>
<p>interval 2</p>
<p>passdetect interval 2</p>
<p>request method get url /favicon.ico</p>
<p>expect status 200 200</p>
<p>Defining the Real Servers in the Cisco ACE:</p>
<p>rserver host viewcs1.thinkingloudoncloud.com</p>
<p>ip address 10.68.200.15</p>
<p>inservice</p>
<p>rserver host viewcs2.thinkingloudoncloud.com</p>
<p>ip address 10.68.200.16</p>
<p>inservice</p>
<p>rserver host viewcs3.thinkingloudoncloud.com</p>
<p>ip address 10.68.200.17</p>
<p>inservice</p>
<p>Configuring the Server-farm group:</p>
<p>serverfarm host THINKINGLOUDONCLOUD_VIEW_FARM</p>
<p>predictor leastconns slowstart 300</p>
<p>probe VIEW_SS_HTTPS</p>
<p>rserver viewcs1.thinkingloudoncloud.com 443</p>
<p>inservice</p>
<p>rserver viewcs2.thinkingloudoncloud.com 443</p>
<p>inservice</p>
<p>rserver viewcs3.thinkingloudoncloud.com 443</p>
<p>inservice<strong></strong></p>
<p><strong>Redundancy/High Availability</strong><strong></strong></p>
<p>To maximize application and infrastructure availability, the Cisco ACE 4710 appliance takes advantage of all four gigabit Ethernet interfaces. These interfaces can be port-channeled together to create one logical connection between the Cisco ACE 4710 appliance and connected to Cisco Catalyst Series Switches. Trunked VLANs can be used to carry client/server messaging, management traffic and fault tolerance (FT) communication.</p>
<p>The FT configuration consists of three pieces. This includes the FT interface VLAN, FT</p>
<p>Peer and FT group. The FT interface VLAN, is a designated VLAN between the two Cisco ACE 4710 appliances. All FT traffic is sent over this VLAN including:</p>
<ul>
<li>ACE redundancy protocol packets</li>
<li>Heart Beats</li>
<li>Configuration sync packets</li>
<li>State replication packets<strong><span style="text-decoration: underline;"><br />
</span></strong></li>
</ul>
<p>The Cisco ACE 4710 appliance will use the gigabit Ethernet interfaces in the event of a link failure. As a result of using port channeling, no FT state will change unless all four gigabit Ethernet interfaces go down.</p>
<p>To provide high availability and redundancy, the Cisco ACE appliance can be set up and configured in a redundant mode.</p>
<p>The following is a sample configuration which can be used:<strong><br />
</strong></p>
<p><strong>Configure Fault Tolerance interface</strong></p>
<p>!</p>
<p>ft interface vlan 43</p>
<p>ip address 10.5.43.1 255.255.255.0</p>
<p>peer ip address 10.5.43.2 255.255.255.0</p>
<p>no shutdown</p>
<p>!</p>
<p>Configure FT peer</p>
<p>!</p>
<p>ft peer 1</p>
<p>ft-interface vlan 43</p>
<p>heartbeat interval 200</p>
<p>heartbeat count 20</p>
<p>ft-interface vlan 43</p>
<p>!</p>
<p>Create a fault tolerant group</p>
<p>!</p>
<p>ft group 1</p>
<p>peer 1</p>
<p>priority 120</p>
<p>preempt</p>
<p>associate-context admin</p>
<p>inservice</p>
<p>!</p>
<p>ft group 2</p>
<p>peer 1</p>
<p>priority 120</p>
<p>associate-context VIEW</p>
<p>inservice</p>
<hr />
<p>&nbsp;</p>
<p>The config details in the article above is just the sample of what can be done from the configurations perspective on the CISCO ACE device and how to approach. However the Networking details, hostnames are all fictional. I strongly recommend for anybody attempting the CISCO ACE configuration to go through CISCO’s official documentation and discuss the overall design and configuration with the Customer’s network team. This concludes the series of Load balancing VMware View with Cisco ACE. Thanks for reading and hopefully this is of help.</p>
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		<title>Load Balancing VMware View with Cisco ACE:  Part1</title>
		<link>http://thinkingloudoncloud.com/2013/03/load-balancing-vmware-view-cisco-ace-part1/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=load-balancing-vmware-view-cisco-ace-part1</link>
		<comments>http://thinkingloudoncloud.com/2013/03/load-balancing-vmware-view-cisco-ace-part1/#comments</comments>
		<pubDate>Sat, 23 Mar 2013 12:51:05 +0000</pubDate>
		<dc:creator>Samir Roshan</dc:creator>
				<category><![CDATA[VMware]]></category>
		<category><![CDATA[VMware View]]></category>
		<category><![CDATA[VMware View 5.1]]></category>

		<guid isPermaLink="false">http://thinkingloudoncloud.com/?p=508</guid>
		<description><![CDATA[I am currently working on a large VMware View Design project , thought of sharing my experience with some of the solutions that I have designed in this project , which will be useful  for others for reference. As this is a large View Farm, for resiliency we needed to have load balancing mechanism, the [...]]]></description>
			<content:encoded><![CDATA[<p>I am currently working on a large VMware View Design project , thought of sharing my experience with some of the solutions that I have designed in this project , which will be useful  for others for reference. As this is a large View Farm, for resiliency we needed to have load balancing mechanism, the choice for the load balancer solution in this case was Cisco ACE 4710.In this article I will discuss about the architecture and the setup, in the next article on this series I will take you through the configuration of the CISCO ACE device.</p>
<p>In the View setup there were users who will access the view setup from LAN and there were remote users, for such scenarios you need to use the VMware View connection server with Replica server for LAN users and for remote users you need to have VMware View Security servers which will pass the remote connections to the View Connections servers. Generally the View security servers will be place in a DMZ setup.</p>
<p>Below is the logical Architecture diagram for this scenario.</p>
<p><img class="alignnone" title="VMware View Logical Network" src="data:image/png;base64,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" alt="" width="519" height="365" /></p>
<p>As you can see in the diagram there is load balancing requirement in both LAN and Remote(WAN) scenarios , which means you need two load balancers for each use case LAN and WAN.</p>
<p>Let’s look at one of the scenarios in more detail; I am taking the LAN use case for further discussion in this article.</p>
<p>So, let me take you through some of the basic concepts and prerequisites of the configuration.</p>
<p><strong>What is that we are trying to load balance here and why is this important?</strong></p>
<p>We are doing load balancing for VMware View Connection servers which acts as a VDI broker between the Client and the Virtual Desktop, each connection server in the farm is responsible for these connections. So the use case for the load balancers apart from making sure that the load is evenly distributed to the connections servers is also to act as a failover components in case one of the connection servers is not available.</p>
<p><strong>So how does the traffic flow from the View Client to the Virtual Desktop?</strong></p>
<p>A View Client establishes an HTTPS connection to the View Connection Servers for the sake of initial authentication, pool association/entitlement, and View Agent VM association. The second phase connection is still between the View Client and the View Connection Server. The second phase connection uses an encapsulated RDP-in-HTTP or RDP-in-HTTPS session to the View Connection Server, which then &#8220;proxies&#8221; the RDP session to the View Agent VM.</p>
<p>Below are the references taken from the View 5.1 Architecture Planning Guide on the traffic flow.</p>
<p><img 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<p class="MsoNormal"><span class="content" style="font-size: small;"><span style="line-height: 115%;">The above traffic flow is without Security servers.</span></span></p>
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<p class="MsoNormal"><span class="content"><span style="line-height: 115%;">The above traffic flow is with Security servers.</span></span></p>
<p class="MsoNormal"><span class="content" style="font-size: small;"><span style="line-height: 115%;">Now let’s have a look at my physical design for the local LAN uses case.</span></span></p>
<p class="MsoNormal"><img title="Cisco Ace Load balancer Architecture" src="data:image/png;base64,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