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<span style="font-size: 12pt; margin: 0px; color: black; background-color: white;"><span style="margin: 0px; background-color: white; color: black;">Hi All,</span></span>
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<span style="margin: 0px; background-color: white; color: black;">Not that "lift and shift" HPC to the cloud being expensive is any "new news", Just some more feedback reinforcing that below.</span></div>
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<span style="margin: 0px; background-color: white; color: black;">I mentioned during the last meeting while we were discussing cost challenges that; If one looks at research workflows differently, in perhaps a more modern way. Utilizing cloud-native technologies
for access and scale could potentially be less expensive and a game-changing approach to research. This absolutely would not work for all research/research computing workflows but could work for some. </span><br>
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<span style="font-size:9pt;font-family:Arial, sans-serif;margin:0px">Regards,</span><br>
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<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><b><span style="font-family: Arial, sans-serif; margin: 0px; color: rgb(47, 84, 150);">Chuck Forsyth</span></b><span style="font-family: Arial, sans-serif; margin: 0px; color: rgb(47, 84, 150);"> </span></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><i><span style="font-size: 9pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(89, 89, 89);">Associate Director of Research Computing</span></i></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><i><span style="font-size: 9pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(89, 89, 89);">Chairman of University of California Research IT Committee </span></i></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><span style="font-size:9pt;font-family:Arial, sans-serif;margin:0px"><a href="https://www.xsede.org/community-engagement/campus-champions" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable" data-safelink="true" data-linkindex="0" style="margin:0px"><span style="margin: 0px; color: rgb(89, 89, 89);">XSEDE
Campus Champion</span></a></span><span style="font-size: 9pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(89, 89, 89);"><span> </span>/<span> </span></span><span style="font-size:9pt;font-family:Arial, sans-serif;margin:0px"><a href="https://member.acm.org/~charles_forsyth" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable" data-safelink="true" data-linkindex="1" style="margin:0px"><span style="margin: 0px; color: rgb(89, 89, 89);">ACM</span></a></span><span style="font-size: 9pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(89, 89, 89);"> </span></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><span style="font-size: 9pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(89, 89, 89);">Research Computing | Information Technology Solutions </span></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><span style="font-size: 10pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(89, 89, 89);">University of California, Riverside </span></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><span style="font-size: 9pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(46, 116, 181);"><a href="https://its.ucr.edu/research-computing" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable" data-safelink="true" data-linkindex="2" style="margin:0px">Website</a><span> </span>|<span> </span><u><a href="https://ucr-research-compute.slack.com/" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable" data-safelink="true" data-linkindex="3" style="margin:0px">Research
Computing Slack</a> </u></span></p>
<p style="font-size:11pt;font-family:Calibri, sans-serif;margin:0px"><span style="font-size: 9pt; font-family: Arial, sans-serif; margin: 0px; color: rgb(46, 116, 181);"><u><a href="https://calendly.com/forsythc" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable" data-safelink="true" data-linkindex="4" style="margin:0px">https://calendly.com/forsythc</a></u></span></p>
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<div id="divRplyFwdMsg" dir="ltr"><font face="Calibri, sans-serif" style="font-size:11pt" color="#000000"><b>From:</b> Philip Michael Papadopoulos <ppapadop@uci.edu><br>
<b>Sent:</b> Wednesday, September 14, 2022 3:45 PM<br>
<b>To:</b> Chuck Forsyth <charles.forsyth@ucr.edu><br>
<b>Cc:</b> uc-research-it@lists.berkeley.edu <uc-research-it@lists.berkeley.edu><br>
<b>Subject:</b> Re: RITC Meeting Reminder - Tomorrow, Thursday 9/15 @ 1-2pm</font>
<div> </div>
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<div>
<div dir="ltr">Hi All,
<div>Somebody volun-'told' me to look at cloud costs, So I did. </div>
<div>The "rough but realistic" numbers for UCI are that -discounted- AWS equivalent storage and compute is </div>
<div>at least 3X our hardware costs. At RCIC's "mid-scale" this is more than $10M over 6 years. </div>
<div>
<ul>
<li>We operate on an approximate 6-year HW replacement cycle (5 year warranty + 1 year). Our equipment might last longer than that, but that's just a bonus. For storage, we generally don't run the extra year and replace much closer to the warranty cycle.</li><li>Usually, RCIC has about $800K/year budget for hardware and software licenses. That purchases, storage, CPUs, GPUs, networking, bits-and-bobs. I've been at UCI a bit over 4 years, so we're still in a "grow footprint". Very roughly, RCIC's hardware+software
budget is $5M/6 years. Faculty do add to that when they purchase hardware or lease storage space. </li><li>AWS cost over 6 years, just shy of $16M. This is the most charitable version of costs for amazon.</li><ul>
<li>3 year pre-paid upfront reserved based on our -mean- core/GPU utilization + 15% UC Discount</li><li>No factoring of "transaction" or "egress" costs.</li><li>No factoring of additional campus external networking costs if you really put everything in the cloud.</li><li>If you thought about on-demand, don't. The costs are 2X that of 3-year prepaid.</li><li>RCIC Cores are non-hyperthreaded. AWS cores ARE hyperthreaded. Costs are based upon non-hyperthreaded since we know that hyperthreaded and HPC-style computation don't really mix.</li><li>AWS instances have NO low-latency network - our local clusters are all 10GbE + 100Gb IB. </li><li>I looked at two AWS instances that were close - one had SSDs one had more memory. Pick your poison as to which is closer to an IB-connected, NVMe-local physical node</li></ul>
</ul>
<div>Here's a copy of spreadsheet cells in this early stage. </div>
<div>CRSP - Campus research storage (highly available, GPFS based storage)</div>
<div>DFS - BeeGFS cluster-local storage. </div>
<div>For both storage systems, all data is replicated (backed up).</div>
<div><br>
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<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:visible; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189)">
<div style="white-space:nowrap; overflow:hidden; width:398px">
<div style="float:left">Amazon Computing/GPU Instances (~ similar to RCIC Configs)</div>
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<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189)">
</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189)">
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<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
On Demand</td>
<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
1 year Reserved</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:visible; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189)">
<div style="white-space:nowrap; overflow:hidden; width:196px">
<div style="float:left">3-year Reserved</div>
</div>
</td>
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<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:visible; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189)">
<div style="white-space:nowrap; overflow:hidden; width:600px">
<div style="float:left">Note: CPU 'cores' in AWS are hyperthreaded. Costs are normalized to non-hyperthreaded
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</td>
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</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189)">
</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189)">
</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
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<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
Discount</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); text-align:right; border:1px solid rgb(204,204,204)">
15%</td>
<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
m5.12xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
48</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
4GB/Core</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
12Gbps (no IB)</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
Hyperthreaded</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$0.08</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$0.05</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$0.03</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); font-family:AmazonEmber; font-size:11pt; color:rgb(51,51,51); border:1px solid rgb(204,204,204)">
c5d.12xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
48</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
2GB/core</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
12Gbps, Local SSD</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
Hyperthreaded</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$0.08</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$0.05</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$0.03</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); font-family:AmazonEmber; font-size:11pt; color:rgb(51,51,51); border:1px solid rgb(204,204,204)">
p3.2xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
8</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
8GB/Core</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
10Gbps</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
V100 GPU, 16GB</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$2.60</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$1.69</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$0.89</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td rowspan="1" colspan="8" style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); font-weight:bold; text-align:center; border:1px solid rgb(204,204,204)">
CPU COSTS - Annualized based on RCIC Actual Load*</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
CORE YEARS</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
6200</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
On Demand</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
1 year Reserved</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:visible; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125)">
<div style="white-space:nowrap; overflow:hidden; width:196px">
<div style="float:left">3-year Reserved</div>
</div>
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
m5.12xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$4,431,859.20</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$2,606,410.25</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$1,665,794.30</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); font-family:AmazonEmber; font-size:11pt; color:rgb(51,51,51); border:1px solid rgb(204,204,204)">
c5d.12xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$4,431,859.20</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$2,606,410.25</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$1,619,629.10</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td rowspan="1" colspan="8" style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); font-weight:bold; text-align:center; border:1px solid rgb(204,204,204)">
GPU COSTS - Annualized based on RCIC Actual Load</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
GPU YEARS</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
40</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); font-family:AmazonEmber; font-size:11pt; color:rgb(51,51,51); border:1px solid rgb(204,204,204)">
p3.2xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$911,390.40</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$592,701.60</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$312,732.00</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td rowspan="1" colspan="8" style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); font-weight:bold; text-align:center; border:1px solid rgb(204,204,204)">
S3 Storage Costs</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
GB/Mo</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
Discounted</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
TB/Year</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); border:1px solid rgb(204,204,204)">
S3 Standard</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
0.021</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
0.01155</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
141.9264</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
S3 Infrequent Access</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
0.0125</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
0.006875</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
84.48</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
Discount</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
45%</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:center; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
CRSP Utilization</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
600</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
TB</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
DFS</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
4500</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
TB</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; text-align:center; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; border:1px solid rgb(204,204,204)">
</td>
</tr>
<tr style="height:21px">
<td rowspan="1" colspan="8" style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(213,166,189); font-weight:bold; text-align:center; border:1px solid rgb(204,204,204)">
6 Year Costs (Nominal Lifetime for Hardware in HPC3)</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
m5.12xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$26,591,155.20</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$15,638,461.50</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$9,994,765.80</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); font-family:AmazonEmber; font-size:11pt; color:rgb(51,51,51); border:1px solid rgb(204,204,204)">
c5d.12xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$26,591,155.20</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$15,638,461.50</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(147,196,125); text-align:right; border:1px solid rgb(204,204,204)">
$9,717,774.60</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); font-family:AmazonEmber; font-size:11pt; color:rgb(51,51,51); border:1px solid rgb(204,204,204)">
p3.2xlarge</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$5,468,342.40</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$3,556,209.60</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(109,158,235); text-align:right; border:1px solid rgb(204,204,204)">
$1,876,392.00</td>
</tr>
<tr style="height:21px">
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) transparent rgb(204,204,204) rgb(204,204,204); overflow:visible; padding:2px 0px; vertical-align:bottom; background-color:rgb(249,203,156)">
<div style="white-space:nowrap; overflow:hidden; width:196px">
<div style="float:left">CRSP-Equivalent</div>
</div>
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(249,203,156); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:right; border:1px solid rgb(204,204,204)">
$510,935.04</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:right; border:1px solid rgb(204,204,204)">
$510,935.04</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:right; border:1px solid rgb(204,204,204)">
$510,935.04</td>
</tr>
<tr style="height:21px">
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(249,203,156)">
DFS-Equivalent</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156)">
</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 0px; vertical-align:bottom; background-color:rgb(249,203,156)">
</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156)">
</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156)">
</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:right">
$3,832,012.80</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:right">
$3,832,012.80</td>
<td style="border-width:1px; border-style:solid; border-color:rgb(204,204,204) rgb(204,204,204) rgb(0,0,0); overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(249,203,156); text-align:right">
$3,832,012.80</td>
</tr>
<tr style="height:21px">
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); font-weight:bold; border:1px solid rgb(204,204,204)">
AWS Totals</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); font-weight:bold; border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); border:1px solid rgb(204,204,204)">
</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); font-weight:bold; text-align:right; border:1px solid rgb(204,204,204)">
$36,402,445.44</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); font-weight:bold; text-align:right; border:1px solid rgb(204,204,204)">
$23,537,618.94</td>
<td style="overflow:hidden; padding:2px 3px; vertical-align:bottom; background-color:rgb(180,167,214); font-weight:bold; text-align:right; border:1px solid rgb(204,204,204)">
$15,937,114.44</td>
</tr>
</tbody>
</table>
</div>
</div>
<div><br>
</div>
</div>
<br>
<div class="x_gmail_quote">
<div dir="ltr" class="x_gmail_attr">On Wed, Sep 14, 2022 at 11:58 AM Chuck Forsyth <<a href="mailto:charles.forsyth@ucr.edu">charles.forsyth@ucr.edu</a>> wrote:<br>
</div>
<blockquote class="x_gmail_quote" style="margin:0px 0px 0px 0.8ex; border-left:1px solid rgb(204,204,204); padding-left:1ex">
<div class="x_msg-3797210233482059972">
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<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
Dear Colleagues,</div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<br>
</div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
The Septem<span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">ber Research IT Committee meeting will be </span><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline">tomorrow
afternoon (Thursday 9/15) from 1-2 on Zoom. We'll come together to thank Lisa for her leadership and change Chairs, we'll then do some brief committee housekeeping <span style="font-size:12pt; text-align:left; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline">(New
calendar invite, verify member and email lists), we'll talk about the Research Data Backup Project and the Steering Committee, we'll touch on our <a href="https://urldefense.com/v3/__https://docs.google.com/document/d/1_x-okBV1VhBHuN3pmpBGwwGsiVjqVNlaXhp_ldWI7cs/edit?usp=sharing__;!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atIakzWY8$" rel="nofollow" id="x_m_-3797210233482059972OWA4c1e8dfb-2809-764c-c7ef-6131baba9c08" target="_blank" style="outline:unset; color:rgb(60,73,92)"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">Research
in the Cloud Document</span></a>, and if we have time, we'll touch base on our <span style="font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline">UC Research Facilitators' efforts and UC Software Carpentries' efforts. </span></span></span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; text-align:left; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><br>
</span></span></span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; text-align:left; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"></span></span></span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="font-size:12pt">Agenda</span><br>
</div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; text-align:left; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline">
<ol style="margin:10px 0px 0px; list-style-type:decimal; font-size:14px; text-align:start; color:rgb(23,43,77); background-color:rgb(255,255,255)">
<li style="font-size:12pt; font-family:Calibri,Arial,Helvetica,sans-serif"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">Welcome and
<a href="https://urldefense.com/v3/__https://spaces.ais.ucla.edu/display/UCRITC/2022-9-15*Meeting*Notes__;Kys!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atiFB9gIo$" title="https://spaces.ais.ucla.edu/display/UCRITC/2022-9-15+Meeting+Notes" target="_blank">
sign in</a></span></li><li style="font-size:12pt; font-family:Calibri,Arial,Helvetica,sans-serif"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">"Changing of the Chairs"</span></li><li style="font-size:12pt; font-family:Calibri,Arial,Helvetica,sans-serif"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">Committee housekeeping (New calendar invite, verify
member and email lists)</span></li><li style="font-size:12pt; font-family:Calibri,Arial,Helvetica,sans-serif"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">Research Data Backup Project (Steering Committee questions)</span></li><li style="font-size:12pt; font-family:Calibri,Arial,Helvetica,sans-serif"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)"><a href="https://urldefense.com/v3/__https://docs.google.com/document/d/1_x-okBV1VhBHuN3pmpBGwwGsiVjqVNlaXhp_ldWI7cs/edit?usp=sharing__;!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atIakzWY8$" title="https://docs.google.com/document/d/1_x-okBV1VhBHuN3pmpBGwwGsiVjqVNlaXhp_ldWI7cs/edit?usp=sharing" id="x_m_-3797210233482059972OWA1e92dc3a-5923-e38c-8360-71e8fea64b81" target="_blank">Research
in the Cloud Document</a></span></li><li style="font-size:12pt; font-family:Calibri,Arial,Helvetica,sans-serif"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">Touch base on UC Research Facilitators' efforts and
UC Software Carpentries' efforts</span></li><li style="font-size:12pt; font-family:Calibri,Arial,Helvetica,sans-serif"><span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">Anything else suggested by the committee</span></li></ol>
</span></span></span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; text-align:left; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><br>
</span></span></span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; text-align:left; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline">Zoom
Details</span></span></span></div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<a href="https://urldefense.com/v3/__https://berkeley.zoom.us/j/92251202810?pwd=WTY5ZzRtZ2tjUGFxZ3lsRHR6Qkt5QT09__;!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atSPtYVz8$" target="_blank" style="font-size:12pt">https://berkeley.zoom.us/j/92251202810?pwd=WTY5ZzRtZ2tjUGFxZ3lsRHR6Qkt5QT09</a><span style="font-size:12pt"> </span><br>
</div>
<div style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; text-align:left; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline"><span style="font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline">
<div><br>
</div>
<div>Meeting ID: 922 5120 2810</div>
<div>Passcode: TPu8elU6<br>
</div>
<div><br>
</div>
<div>One tap mobile</div>
<div>+16692192599,,92251202810#,,,,,,0#,,49546497# US (San Jose)<br>
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<div><span style="font-size:12pt"><br>
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<div><span style="font-size:12pt">Meeting Notes</span></div>
<div><span style="font-size:12pt"><a href="https://urldefense.com/v3/__https://spaces.ais.ucla.edu/display/UCRITC/2022-9-15*Meeting*Notes__;Kys!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atiFB9gIo$" target="_blank">https://spaces.ais.ucla.edu/display/UCRITC/2022-9-15+Meeting+Notes</a><br>
</span></div>
<div><br>
</div>
<div>Committee Home Page</div>
<div><a href="https://urldefense.com/v3/__https://spaces.ais.ucla.edu/display/UCRITC/UC*Research*IT*Committee*Home__;KysrKw!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5at0TcNDzI$" target="_blank">https://spaces.ais.ucla.edu/display/UCRITC/UC+Research+IT+Committee+Home</a><br>
</div>
<div><span style="font-size:12pt"><br>
</span></div>
<div><span style="font-size:12pt"><span style="color:rgb(0,0,0); background-color:rgb(255,255,255); display:inline">Looking forward to seeing you there!</span><br>
</span></div>
<div><br>
</div>
<div>
<div id="x_m_-3797210233482059972Signature">
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<p style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; margin-top:0px; margin-bottom:0px">
<span style="font-family:arial,sans-serif; font-size:9pt; color:rgb(89,89,89); background-color:rgba(0,0,0,0)">Regards,</span></p>
<p style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; margin-top:0px; margin-bottom:0px">
<span style="font-family:arial,helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0); background-color:rgba(0,0,0,0)"><br>
</span></p>
<p style="font-family:Calibri,Arial,Helvetica,sans-serif; font-size:12pt; margin-top:0px; margin-bottom:0px">
<span style="font-family:arial,helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0); background-color:rgba(0,0,0,0)"></span></p>
<p style="margin:0in 0in 0.0001pt; font-size:11pt; font-family:Calibri,sans-serif">
<b><span style="font-family:Arial,sans-serif; color:rgb(47,84,150)">Chuck Forsyth</span></b><span style="font-family:Arial,sans-serif; color:rgb(47,84,150)"> </span></p>
<p style="margin:0in 0in 0.0001pt; font-size:11pt; font-family:Calibri,sans-serif">
<i><span style="font-size:9pt; font-family:Arial,sans-serif; color:rgb(89,89,89)">Associate Director of Research Computing</span></i></p>
<p style="margin:0in 0in 0.0001pt; font-size:11pt; font-family:Calibri,sans-serif">
<span style="font-size:9pt; font-family:Arial,sans-serif"><a href="https://urldefense.com/v3/__https://www.xsede.org/community-engagement/campus-champions__;!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atr9FxdaE$" target="_blank"><span style="font-family:arial,sans-serif; font-size:9pt; color:rgb(89,89,89); background-color:rgba(0,0,0,0)">XSEDE
Campus Champion</span></a></span><span style="font-size:9pt; font-family:arial,sans-serif; color:rgb(89,89,89); background-color:rgba(0,0,0,0)"> /
</span><span style="font-size:9pt; font-family:Arial,sans-serif"><a href="https://urldefense.com/v3/__https://member.acm.org/*charles_forsyth__;fg!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atBOa0L1A$" target="_blank"><span style="font-family:arial,sans-serif; font-size:9pt; color:rgb(89,89,89); background-color:rgba(0,0,0,0)">ACM</span></a></span><span style="font-size:9pt; font-family:arial,sans-serif; color:rgb(89,89,89); background-color:rgba(0,0,0,0)"> </span><br>
</p>
<p style="margin:0in 0in 0.0001pt; font-size:11pt; font-family:Calibri,sans-serif">
<span style="font-size:9pt; font-family:Arial,sans-serif; color:rgb(89,89,89)">Research Computing | Information Technology Solutions </span></p>
<p style="margin:0in 0in 0.0001pt; font-size:11pt; font-family:Calibri,sans-serif">
<span style="font-size:10pt; font-family:Arial,sans-serif; color:rgb(89,89,89)">University of California, Riverside </span></p>
<p style="margin:0in 0in 0.0001pt; font-size:11pt; font-family:Calibri,sans-serif">
<span style="font-size:9pt; font-family:Arial,sans-serif; color:rgb(46,116,181)"><a href="https://urldefense.com/v3/__https://its.ucr.edu/research-computing__;!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5atoyrFIF0$" target="_blank">Website</a>
| <u><a href="https://urldefense.com/v3/__https://ucr-research-compute.slack.com/__;!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5at1qXTnMQ$" target="_blank">Research Computing Slack</a> </u></span></p>
<p style="margin:0in 0in 0.0001pt; font-size:11pt; font-family:Calibri,sans-serif">
<span style="font-size:9pt; font-family:Arial,sans-serif; color:rgb(46,116,181)"><u><a href="https://urldefense.com/v3/__https://calendly.com/forsythc__;!!CzAuKJ42GuquVTTmVmPViYEvSg!OsTRztHqGfaR6zjiF5wuk2j5jzPiYmXPaQ6K_yVmoEuxK0b7WxuaZXpDav3MBDjIj2jh_pYQXousGaN6h5at2Q0tXoI$" target="_blank">https://calendly.com/forsythc</a><br>
</u></span></p>
<p style="margin-top:0px; margin-bottom:0px"><font face="arial, helvetica, sans-serif"><span style="font-size:14.6667px"></span></font></p>
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</blockquote>
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</div>
-- <br>
<div dir="ltr" class="x_gmail_signature">
<div dir="ltr">
<div dir="ltr">Philip Papadopoulos, Ph.D
<div>Director, Research Cyber Infrastructure Center</div>
<div>University of California, Irvine</div>
<div><span style="color:rgb(0,0,0); font-family:Verdana,Arial,Helvetica,sans-serif; font-size:11.52px">E-mail: </span><a href="mailto:ppapadop@uci.edu" target="_blank" style="font-size:11.52px; color:rgb(51,102,153); font-family:Verdana,Arial,Helvetica,sans-serif">ppapadop@uci.edu</a><br style="font-size:11.52px; color:rgb(0,0,0); font-family:Verdana,Arial,Helvetica,sans-serif">
<span style="color:rgb(0,0,0); font-family:Verdana,Arial,Helvetica,sans-serif; font-size:11.52px">Phone: (949) 824-5343</span><br>
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<div><font color="#000000" face="Verdana, Arial, Helvetica, sans-serif"><span style="font-size:11.52px">Calendar (UCI Only): <a href="https://bit.ly/3btXoJa" target="_blank">https://bit.ly/3btXoJa</a></span></font></div>
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