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Dear cryo-EM community,<br class="">
<br class="">
In response to follow up emails that we have received, I wanted to clarify a few points: <br class="">
<br class="">
For those of you who are at institutions that are not PRP Partners but want to move cryo-EM data, the PRP team can suggest resources to help you optimally use your campus Internet2 (<a href="http://www.internet2.edu" class="">www.internet2.edu</a>) network
connection which directly reaches a much larger set of campuses, including supercomputer centers. <br class="">
<br class="">
This brings me back to the workshop: <br class="">
<br class="">
The purpose of our workshop in January/February 2017 is to help cryo-EM users get onto high speed networking, which can include discussions related to non-PRP institutions getting onto Internet2 in addition to discussions for PRP members.<br class="">
<br class="">
While we will definitely have a workshop in San Diego this winter, the PRP team has also indicated that they can hold a workshop in the Bay Area if there is sufficient interest.<br class="">
<br class="">
Thanks,<br class="">
Mike<br class="">
<br class="">
<br class="">
<div>
<blockquote type="cite" class="">
<div class="">On Oct 25, 2016, at 10:37 AM, Cianfrocco, Michael <micianfrocco@UCSD.EDU> wrote:</div>
<br class="Apple-interchange-newline">
<div class="">
<div style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space;" class="">
<span id="docs-internal-guid-2868852d-f932-8620-c4d7-3f0576ea891b" class="">
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Dear
cryo-EM community,</span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">I
would like to make everyone aware of a new partnership - the Pacific Research Platform (PRP) has named cryo-EM as an officially engaged project. As an NSF-funded, high-speed data transfer pipeline along the west coast of the United States, the PRP is an initiative
to promote big data science by streamlining regional network connectivity through CENIC and the Pacific Wave. This means that researchers using PRP can move data at 2 - 12 Gb/sec (0.25 - 1.5 GB/sec) disk-to-disk within and between campuses in the PRP (see
below for member universities); for measurements, see </span><a href="http://prp-maddash.calit2.optiputer.net/maddash-webui/index.cgi" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">http://prp-maddash.calit2.optiputer.net/maddash-webui/index.cgi</span></a><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">
and </span><a href="http://pacificresearchplatform.org/" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">PacificResearchPlatform.org</span></a><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">
for more information.</span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Now
that we are an ‘official’ PRP project, cryo-EM researchers at member institutions have access to the following consultation and help: </span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-family: Arial; font-size: 14.666666666666666px; white-space: pre-wrap;" class=""><br class="">
</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-family: Arial; font-size: 14.666666666666666px; white-space: pre-wrap;" class="">-Meet with PRP and your campus network engineers to analyze your data workflow </span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-family: Arial; font-size: 14.666666666666666px; white-space: pre-wrap;" class="">-Diagnose and suggest fixes for networking bottlenecks that limit network connectivity</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-family: Arial; font-size: 14.666666666666666px; white-space: pre-wrap;" class="">-Optimize network configurations to move your data as fast as possible</span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">This
partnership will potentially affect cryo-EM research on at least three fronts: </span>
</div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<ol style="margin-top:0pt;margin-bottom:0pt;" class="">
<li dir="ltr" style="list-style-type: decimal; font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline;" class="">
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Transferring
data from your institution to supercomputing centers (e.g. NERSC, SDSC)</span></div>
</li><li dir="ltr" style="list-style-type: decimal; font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline;" class="">
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Moving
data from cryo-EM facilities back to your institution </span></div>
</li><li dir="ltr" style="list-style-type: decimal; font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline;" class="">
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Intra-campus
transferring of cryo-EM data from facilities into lab servers</span></div>
</li></ol>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">To
explore the relationship between cryo-EM and the PRP, we are gauging the interest of cryo-EM users to attend a PRP-sponsored workshop at UC San Diego in January/February 2017. This workshop will likely cover topics related to:
</span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">-Intra/inter-institution
transfer of cryo-EM data </span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">-Workflows
for integrating cryo-EM facilities into high-speed networking connections</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">-Finding
campus resources to cover costs associated with network upgrades </span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Registration
for the workshop will be free, and limited funds are available to offset some costs of travel and accommodations.
</span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">If
you are interested in learning more about the workshop, please email Michael Cianfrocco (</span><a href="mailto:micianfrocco@ucsd.edu" style="text-decoration:none;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; color: rgb(17, 85, 204); font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;" class="">micianfrocco@ucsd.edu</span></a><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">)
by November 4th so we can compile a list of potential attendees and move forward with organizing the workshop. Please also note whether you would need travel funds to support your participation.</span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Thank
you,</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Michael
Cianfrocco, UCSD</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Andres
Leschziner, UCSD</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Pacific
Research Platform team</span></div>
<div dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;" class="">
<br class="">
</div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-weight: 700; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;" class="">PRP
Participants: </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
Berkeley </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
Davis </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Stanford
University</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
Santa Cruz </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Caltech
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">University
of Southern California </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
Irvine </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
San Diego</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">San
Diego Supercomputer Center </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">San
Diego State University</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
Riverside </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">University
of Washington</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Pacific
Northwest Gigapop </span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
San Francisco </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">NASA
Ames/NREN </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
Santa Barbara </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UCLA
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UC
Merced </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">LBNL</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">NERSC</span></div>
<div style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" class=""><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">ESnet
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">AARNet
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Chameleon
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Clemson
University</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">ESnet
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">KISTI/KREONet
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Montana
State University</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">MREN
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">NCAR
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">NCSA
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Northwestern
University </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">NSCC
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Open
Science Grid </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Pacific
Wave (CENIC + PNWGP) </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">StarLight
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">University
of Hawaii System </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">UIC
/ EVL </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">Univ.
of Tokyo </span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class=""><br class="kix-line-break">
</span><span style="font-size: 14.666666666666666px; font-family: Arial; font-variant-ligatures: normal; font-variant-position: normal; font-variant-numeric: normal; font-variant-alternates: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;" class="">University
of Utah</span></div>
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