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 <title>CERN openlab - Platform</title>
 <link>http://test-static-05.web.cern.ch/competence-centre/platform</link>
 <description>In collaboration with Intel, the CERN openlab Platform Competence Centre (PCC) continues to focus on hardware efficiency, software optimisations and performance measurements, as well as acceleration. This year again, the strong emphasis on teaching and knowledge dissemination has enabled a broader audience to enjoy the fruits of the PCC’s work. 2013 also saw the start of ICE-DIP, the Intel- CERN European Doctorate Industrial Program, which is a European industrial doctorate scheme hosted by CERN and Intel Labs Europe with two Early Stage Researchers (ESRs) joining the PCC. Overall, the last 12 months constituted yet another year of intensive studies and development with tangible effects.
Several changes in the staffing of the PCC team occurred in 2013, which was indeed a dynamic year of growth. In January, Andrzej Nowak took over the PCC leadership responsibilities. At the end of her contract, Mirela-Madalina Botezatu departed for an industrial PhD at ETH Zurich with a major IT company. Liviu Valsan, the PCC hardware manager, joined the CERN IT procurement team, and was replaced by Pawel Szostek, a fellow with strong experience in software and data mining. Out of the five researchers recruited in 2013 for the ICE-DIP project, two are part of the PCC: Aram Santogidis and Przemyslaw Karpinski. Finally, Georgios Bitzes was hired as a Technical Student.
Benchmarking and evaluations
2013 saw the release of the dual socket Intel® Xeon® E5-2600v2 family platform ‘Ivy Bridge’, as well as the release of the ‘Haswell’ microarchitecture from Intel. The PCC team manually upgraded around 40 openlab systems to the new Intel Xeon E5-2695v2 processors, benchmarked the dual-socket platforms and disseminated its experience at a major physics conference. The paper was presented at the International Conference on Computing in High Energy and Nuclear Physics (CHEP) 2013, held in Amsterdam, Netherlands, in October. In the same paper, the team also included experimental results from a desktop system equipped with an Intel® Xeon® E3-1280 v3 CPU, a representative of the new ‘Haswell’ microarchitecture whose most interesting feature is the addition of the Advanced Vector Extensions 2 (AVX2). Most notably, this new generation of processors is capable of single instruction multiply and adds a highly valued function in many physics calculations. A separate, comprehensive report covering this feature, as well as vectorization opportunities and other performance benefits brought by AVX2, was published on the CERN openlab website and is listed in the Education section of this annual report.
Low-power computing is still a point of high importance on the agenda, which was a reason for the team to take interest in a new pre-production platform from the Intel® Atom™ family (‘Avoton’). The impressive performance-per-Watt results obtained on single-blade servers were seen as an optimistic message from the semiconductor world, and the team is looking forward to reproduce them in larger, full-chassis configurations throughout 2014.
Software
A major part of the PCC efforts is dedicated to software, in particular the evaluation of new software versions or new methodologies. In preparation for new capabilities of platforms, the standard benchmark portfolio has been completely revised and new micro benchmarks have been developed. MLFit, the highly parallel prototype data-analysis application underwent a major review in collaboration with an expert from the CERN Physics department. The new, leaner version sacrifices some generality for much improved scalability and is now used in addition to its predecessor.
The multi-threaded Geant4 prototype, on which the team has collaborated with the authors since 2008, saw the light of day with a major Geant4 release towards the end of 2013. It offers significant memory savings in multi-threaded mode, as well as the possibility of running on the Intel®Xeon Phi™ coprocessor. Several scientific communities are already making use of this new functionality.
The PCC also participated in some of the CERN Physics department’s work on Geant V, which is the porting of Geant paradigms and logic to a vector-compatible prototype. With the aim of achieving high throughput even at the lowest levels of the architecture, the project has already demonstrated good speed-ups. This activity was carried out as part of the PCC’s close involvement in the Concurrency Forum, which is a virtual organisation consisting of High Energy Physics stakeholders. Its aim is to ensure that the latest developments in computing architectures are exploited to the maximum extent.

Advanced development and tuning work on large software packages would not be possible without the right tools. In 2013, the pilot compiler project established by the PCC enjoyed another year of growth, as Intel tools made available CERN-wide gained more regular users. Amongst other publicly available software, the PCC also maintains its own builds of the Linux kernel. The package offers specially patched tools for cutting-edge performance tuning, to which the PCC contributes in collaboration with key industry players, as well as sophisticated satellite libraries. It was also reported that these custom kernel builds showed improved double-digit performance on some experimental frameworks. To further support tuning activities, the PCC prepared a report covering the performance impact of various common performance-measurement methods. Along these lines, the PCC also started new work on its own performance analysis packages and disassembly interfaces, where custom measurement tools can now be scripted in Python with ease, and perform better than those commonly available.
In another software-related highlight, the PCC team evaluated Cilk Plus, a promising parallelisation technology. It is currently an extension of the Intel compiler, and is being implemented in the Gnu C Compiler (GCC). Cilk Plus offers simple, yet powerful and much awaited parallelisation aids on two levels: thread (or task) parallelism is implemented using a spawn function and elemental functions, while data parallelism is expressed through familiar Matlab- or Python-like syntax. The results of the evaluation are contained in a report published on the CERN openlab website and listed in the Education section of his annual report. While programmability is apparently very high, some improvements on the performance front can still be made.
Intel Xeon Phi coprocessor
The PCC activities focusing on the Intel Xeon Phi started in 2008 and have borne plenty of fruit in 2013. The hardware laboratory now boasts 16 Xeon Phi systems, made available to active collaborators from CERN and its experiments. For example, the PCC was consulted by the scientists of the Alpha Magnetic Spectrometer (now launched into space) to double the performance of some test benchmarks. The multi-threaded Geant4 prototype was benchmarked in collaboration with the Geant4 team, delivering very good scalability. The outcome of these five years of the PCC’s experience with the Intel Xeon Phi were summarised at the Annual Meeting of the Concurrency Forum at Fermilab, Chicago, USA, in February, and later in a comprehensive overview paper published at CHEP 2013.

Education
The PCC remains very active on the educational front: in 2013 alone, nine events were organised. The traditional workshops covering ‘Parallelism, Compilers and Performance’ as well as ‘Numerical Computing’ attracted well over 100 attendees and multiple expert speakers. In addition, two special workshops took place: one focused on the ‘Intel Xeon Phi Platform’, and another on ‘Advanced Performance Tuning’. The latter event lasted three days and welcomed world-class speakers from major industry players, as well as CERN experts (full list available in the Education section of this annual report).
As in previous years, the CERN School of Computing (CSC) invited the PCC to deliver a teaching programme covering Computer Architecture and Performance Tuning. Given the popularity of the topic and the expanding knowledge of the CSC audience, the PCC co-organised the first thematic CSC as a related (but new) activity. In this week-long school, which took place in Split, Croatia, in June, 18 highly qualified participants were trained on advanced technologies and practices for efficient computing – including acceleration and co-processing. At the International Symposium on Computer Architecture, a major international computer science conference in Tel Aviv, Israel, the PCC collaborated with Intel to share its experience concerning the performance tuning of large workloads. The PCC expertise is well recognised by the IT sector, but also by a larger spectrum of industries: for instance, a large organisation from the finance industry expressed strong interest in the expertise developed by the team, which resulted in the organisation of a special training session. Overall, about two dozen guests from various institutions visited the PCC over the course of the year, offering public talks and expertise, while taking back home observations and feedback.
Previous activities for the Platform Competence Centre covering 2012 are available here. Further content can be found archived on the previous phases&#039; website here
</description>
 <language>en</language>
<item>
 <title>Board of Sponsors meeting launches CERN openlab&#039;s next phase</title>
 <link>http://test-static-05.web.cern.ch/news/board-sponsors-meeting-launches-cern-openlabs-next-phase</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2012-05-09T00:00:00+02:00&quot;&gt;Wednesday, 9 May, 2012&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-article-images field-type-image field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://test-static-05.web.cern.ch/sites/test-static-05.web.cern.ch/files/styles/large/public/news/images/CERN_openlab_IV_Members.jpg?itok=uUA5vwFw&quot; rel=&quot;lightbox[field_article_images][]&quot; title=&quot;&quot;&gt;&lt;img typeof=&quot;foaf:Image&quot; src=&quot;http://test-static-05.web.cern.ch/sites/test-static-05.web.cern.ch/files/styles/medium/public/news/images/CERN_openlab_IV_Members.jpg?itok=SXqJCbC-&quot; width=&quot;220&quot; height=&quot;101&quot; alt=&quot;Group picture taken at the occasion of the first CERN openlab IV annual Board of Sponsors meeting, in the presence of the CERN Director-General, the partners, and the openlab team members. © Fons Rademakers (CERN Photo Club)&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-body field-type-text-with-summary field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot; property=&quot;content:encoded&quot;&gt;&lt;p&gt;On the 8&lt;sup&gt;th&lt;/sup&gt; and 9&lt;sup&gt;th&lt;/sup&gt; of May, the CERN openlab Board of Sponsors gathered at CERN to officially close phase III of the collaboration, and to launch its fourth phase, which will run through 2012 to the end of 2014.&lt;/p&gt;
&lt;p&gt;Welcomed by the Head of CERN openlab, Bob Jones, delegates from industry member companies and CERN management joined CERN openlab staff to review the third phase.  Various talks highlighted key achievements, and celebrated the positive impact on the development of Grid and computing services which underpin the LHC.   They also looked forward to future plans for development.&lt;/p&gt;
&lt;p&gt;The fourth phase of CERN openlab will address topics critical to the continued growth of the CERN scientific programme, such as cloud computing, business analytics, the next generation of hardware, and security for myriads of network devices. The industry investment over the three years of the fourth phase represents more than eight million Swiss Francs.&lt;/p&gt;
&lt;p&gt;Rolf Heuer, CERN Director General chaired a Round-Table discussion at the end of the day with the heads of delegations from the openlab partner companies, HP, Intel, Oracle, Intel, and Huawei as a contributor for a year, and thanked all CERN openlab partners and contributors for their continued support.  He emphasized that the fourth phase of CERN openlab will be instrumental in addressing the growing computing challenges posed by increases in LHC luminosity and energy in future. &lt;/p&gt;
&lt;p&gt;The second day brought an opportunity to widen the scope of the meeting, showcasing the scientific diversity of CERN, future needs of the experiments, and exploring how CERN openlab fits into the broader picture. &lt;/p&gt;
&lt;p&gt;CERN Research Director Sergio Bertolluci spoke on the scientific programme of CERN,  Pierre Vande Vyvre, Project Leader of the ALICE Data Acquisition Project, gave an experiment’s-eye-view of CERN’s computing needs and how they will change as the LHC’s energy and luminosity increase.  A key development in processing data from the LHC and its experiments will be the creation of the &lt;a href=&quot;http://press.web.cern.ch/press/PressReleases/Releases2012/PR12.12E.html&quot;&gt;CERN&#039; s remote data centre&lt;/a&gt;, plans for which were outlined in a talk by Wayne Salter, Computing Facilities Group Leader in the CERN IT Department. &lt;/p&gt;
&lt;p&gt;Bernd Panzer-Steindel,  CTO and resource manager in the CERN computer centre, turned the focus towards strategic direction outilining how CERN is moving towards an agile infrastructure making sure of reasoned virtualisation. This presentation was followed-up by a discussion and wrap-up session.  Bob Jones concluded: “CERN openlab has established itself as a reference thanks to the excellent relationship and on-going commitment of all partners and contributors during the past 11 years. The combined knowledge and dedication of the engineers from CERN and the companies have produced remarkable results. The launch of this fourth phase is an exciting time for CERN openlab and I am confident that we will be equally successful in the future.”&lt;/p&gt;
&lt;hr /&gt;&lt;p&gt; The &lt;a href=&quot;https://test-static-05.web.cern.ch/resources/press_release/new-phase-cern-openlab-tackle-exascale-it-challenges-science&quot;&gt;press release&lt;/a&gt; is available to you, as well as &lt;a href=&quot;http://test-static-05.web.cern.ch/resources/videos&quot;&gt;a video&lt;/a&gt; presenting the CERN openlab activities and the group picture taken at the occasion of this first CERN openlab IV annual Board of Sponsors meeting, in the presence of the CERN Director-General, the partners, and the openlab team members.&lt;/p&gt;
&lt;p&gt;Details of the event are available to delegates &lt;a href=&quot;http://indico.cern.ch/conferenceDisplay.py?ovw=True&amp;amp;confId=185465&quot;&gt;on Indico&lt;/a&gt;.&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Tue, 08 May 2012 08:08:31 +0000</pubDate>
 <dc:creator>Morag Hickman</dc:creator>
 <guid isPermaLink="false">720 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/news/board-sponsors-meeting-launches-cern-openlabs-next-phase#comments</comments>
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<item>
 <title>Niko Neufeld</title>
 <link>http://test-static-05.web.cern.ch/about/people/niko-neufeld</link>
 <description>&lt;div class=&quot;field field-name-field-bio field-type-text-long field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Biography:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;p&gt;Niko Neufeld holds a degree in engineering physics from the University of Technology in Vienna, Austria, and a PhD in particle physics. Since 2000 he has been working in the field of high-speed data acquisition and embedded processing. He co-designed the data-acquisition system of the LHCb experiment, which sifts through almost 70 gigabytes of data per second. Niko is now in charge of the upgrade of the LHCb data-acquisition system, which will increase the data-rate by almost a factor 50. He is a staff scientist in the physics department at CERN, and has published on numerous topics related to high-speed networking, physics data-processing, and embedded systems.&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-profile-photo field-type-image field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Photo:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;/about/people/niko-neufeld&quot;&gt;&lt;img typeof=&quot;foaf:Image&quot; src=&quot;http://test-static-05.web.cern.ch/sites/test-static-05.web.cern.ch/files/styles/thumbnail/public/profilephotos/Niko_Neufeld.jpg?itok=qIVcuCLb&quot; width=&quot;74&quot; height=&quot;100&quot; alt=&quot;&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-job-title field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Role(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;PH-LBC&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-active-person field-type-list-boolean field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Active person:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Active person&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-first-name-s- field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;First Name(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Niko&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-last-name-s- field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Last Name(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Neufeld&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-last-year-working-at-openl field-type-datetime field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Years working at openlab-related job:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2015-10-01T00:00:00+02:00&quot;&gt;October, 2015&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Mon, 26 Oct 2015 08:34:47 +0000</pubDate>
 <dc:creator>Petya Georgieva</dc:creator>
 <guid isPermaLink="false">2673 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/about/people/niko-neufeld#comments</comments>
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 <title>The Grid, CERN&#039;s Global Supercomputer - Computerphile </title>
 <link>http://test-static-05.web.cern.ch/resources/videos/grid-cerns-global-supercomputer-computerphile</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date Published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2013-10-15T00:00:00+02:00&quot;&gt;Tuesday, 15 October, 2013&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-body field-type-text-with-summary field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot; property=&quot;content:encoded&quot;&gt;&lt;p&gt;CERN developed their &#039;Grid&#039; before the world wide web took off. Maria and Andrzej explain how it does a lot more than just share the reams of data the Large Hadron Collider collects.&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-youtube-vid field-type-video-embed-field field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;
&lt;div class=&quot;embedded-video&quot;&gt;
  &lt;div class=&quot;player&quot;&gt;
    &lt;iframe class=&quot;&quot; width=&quot;640&quot; height=&quot;360&quot; src=&quot;//www.youtube.com/embed/cj8ZNgnzSSU?width%3D640%26amp%3Bheight%3D360%26amp%3Btheme%3Ddark%26amp%3Bautoplay%3D0%26amp%3Brel%3D0%26amp%3Bshowinfo%3D1%26amp%3Bmodestbranding%3D0%26amp%3Bautohide%3D2%26amp%3Bvq%3Dhd720%26amp%3Bwmode%3Dopaque&quot; frameborder=&quot;0&quot; allowfullscreen&gt;&lt;/iframe&gt;  &lt;/div&gt;
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&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Tue, 01 Sep 2015 08:55:16 +0000</pubDate>
 <dc:creator>Melissa Gaillard</dc:creator>
 <guid isPermaLink="false">2587 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/resources/videos/grid-cerns-global-supercomputer-computerphile#comments</comments>
</item>
<item>
 <title>The Grid, CERN&#039;s Global Supercomputer - Computerphile</title>
 <link>http://test-static-05.web.cern.ch/content/grid-cerns-global-supercomputer-computerphile</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date Published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2013-10-15T00:00:00+02:00&quot;&gt;Tuesday, 15 October, 2013&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-minidescription field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;CERN developed their &amp;#039;Grid&amp;#039; before the world wide web took off. Maria and Andrzej explain how it does a lot more than just share the reams of data the Large Hadron Collider collects.&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-embed-a-video-to-the-websi field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;p&gt;&lt;a href=&quot;https://www.youtube.com/embed/cj8ZNgnzSSU&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;iframe frameborder=&quot;0&quot; height=&quot;260&quot; scrolling=&quot;no&quot; src=&quot;http://www.youtube.com/embed/cj8ZNgnzSSU&quot; width=&quot;460&quot;&gt;&lt;/iframe&gt;&lt;p&gt;&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Tue, 01 Sep 2015 07:59:22 +0000</pubDate>
 <dc:creator>Petya Georgieva</dc:creator>
 <guid isPermaLink="false">2586 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/content/grid-cerns-global-supercomputer-computerphile#comments</comments>
</item>
<item>
 <title>CERN Upgrades Data Center and Restarts Large Hadron Collider</title>
 <link>http://test-static-05.web.cern.ch/resources/spotlights/cern-upgrades-data-center-and-restarts-large-hadron-collider</link>
 <description>&lt;div class=&quot;field field-name-field-opl-partner field-type-taxonomy-term-reference field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;/about/industry_members/intel&quot; typeof=&quot;skos:Concept&quot; property=&quot;rdfs:label skos:prefLabel&quot; datatype=&quot;&quot;&gt;Intel&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-ext-link field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Link:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://www.intelfreepress.com/news/cern-upgrades-data-center-and-restarts-large-hadron-collider/9819/&quot;&gt;CERN Upgrades Data Center and Restarts Large Hadron Collider&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2015-08-10T00:00:00+02:00&quot;&gt;Monday, 10 August, 2015&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-abstract field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;With upgraded hardware and capabilities, CERN pushes physics into new realms

In April 2015, the most powerful particle accelerator ever built—the Large Hadron Collider (LHC) at CERN, the European Organization for Nuclear Research—was fired up for its second big series of runs, this time smashing things together at nearly twice the energy of its famous first run.&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-spotlight-file field-type-file field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;file&quot;&gt;&lt;img class=&quot;file-icon&quot; alt=&quot;PDF icon&quot; title=&quot;application/pdf&quot; src=&quot;/modules/file/icons/application-pdf.png&quot; /&gt; &lt;a href=&quot;http://test-static-05.web.cern.ch/sites/test-static-05.web.cern.ch/files/spotlights/2015/CERNUpgradesDataCenter%26RestartsLargeHadronCollider.pdf&quot; type=&quot;application/pdf; length=497557&quot;&gt;CERNUpgradesDataCenter&amp;amp;RestartsLargeHadronCollider.pdf&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-opl-phase field-type-taxonomy-term-reference field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Phase:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;/about/phase-v&quot; typeof=&quot;skos:Concept&quot; property=&quot;rdfs:label skos:prefLabel&quot; datatype=&quot;&quot;&gt;openlab phase V&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-c-center field-type-taxonomy-term-reference field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Competence center:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;/competence-centre/platform&quot; typeof=&quot;skos:Concept&quot; property=&quot;rdfs:label skos:prefLabel&quot; datatype=&quot;&quot;&gt;Platform&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Tue, 11 Aug 2015 13:09:43 +0000</pubDate>
 <dc:creator>Melissa Gaillard</dc:creator>
 <guid isPermaLink="false">2561 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/resources/spotlights/cern-upgrades-data-center-and-restarts-large-hadron-collider#comments</comments>
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<item>
 <title>Evaluation of Selected C++11 Features with GCC, ICC and Clang</title>
 <link>http://test-static-05.web.cern.ch/publications/technical_documents/evaluation-selected-c11-features-gcc-icc-and-clang-0</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-09-01T00:00:00+02:00&quot;&gt;Monday, 1 September, 2014&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-document-type field-type-list-text field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Document type:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Summer student report&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-author field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Author(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;S. Wang&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-abstract field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Project Specification:
The project concerns various C++11 features - their performance and reliability. The report summarizes the tesults from four micro-benchmarks designed for this project and run with three different compilers (GCC, ICC, Clang) and tries to make an evaluation based on the results.

Abstract:
As C++11 gained almost full support by compilers, it is interesting to see whether we can leverage some of the features to improve performance and reliability of C++ code. This work is focused on four selected problems: time measurement techniques, for-loops efficiency, asychronuous tasks and parallel mode of STL algorithms. For each of them a micro-benchmark is made. All the benchmarks are fully automatized to generate results from running binaries compiled by three compilers: GCC, ICC and Clang with -O2, -O3 and -Ofast options. In order to evaluate vectorization and multithreading, profiling tools such as perf and Intel Vtune are used.&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-report-on-zenodo field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Report on ZENODO:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;https://zenodo.org/record/13113&quot;&gt;Document on ZENODO&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Fri, 06 Mar 2015 14:24:26 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">2088 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/publications/technical_documents/evaluation-selected-c11-features-gcc-icc-and-clang-0#comments</comments>
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<item>
 <title>The Evolving Marriage of Hardware and Software</title>
 <link>http://test-static-05.web.cern.ch/content/evolving-marriage-hardware-and-software</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date Published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-02-21T00:00:00+01:00&quot;&gt;Friday, 21 February, 2014&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-minidescription field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;This talk will give an overview of the activities of the openlab Platform Competence Center, collaborating with Intel. &lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-embed-a-video-to-the-websi field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;p&gt;&lt;iframe frameborder=&quot;0&quot; height=&quot;260&quot; scrolling=&quot;no&quot; src=&quot;http://cds.cern.ch/mediaplayer.swf?file=/Video/Public/WebLectures/2014/293966c0/293966c0-mobile.mp4&amp;amp;streamer=rtmp://wowza.cern.ch:1935/vod&amp;amp;provider=rtmp&amp;amp;stretching=exactfit&amp;amp;image=https://mediastream.cern.ch/MediaArchive/Video/Public/WebLectures/2014/293966c0/thumbs/slides/20140221094103.png&quot; width=&quot;460&quot;&gt;&lt;/iframe&gt;&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Thu, 05 Mar 2015 12:58:28 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">2058 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/content/evolving-marriage-hardware-and-software#comments</comments>
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<item>
 <title>Open Innovation 2.0 - Interview with Bob Jones, Head of CERN’s openlab project</title>
 <link>http://test-static-05.web.cern.ch/content/open-innovation-20-interview-bob-jones-head-cern%E2%80%99s-openlab-project</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date Published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2013-05-21T00:00:00+02:00&quot;&gt;Tuesday, 21 May, 2013&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-minidescription field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;CERN’s Bob Jones covers the openlab project to enable data-intensive solutions for the Large Hadron Collider&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-embed-a-video-to-the-websi field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;p&gt;&lt;iframe frameborder=&quot;0&quot; height=&quot;260&quot; scrolling=&quot;no&quot; src=&quot;http://www.siliconrepublic.com/video/v/1172-open-innovation-2-0-inter/embed/1/&quot; width=&quot;460&quot;&gt;&lt;/iframe&gt;&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Tue, 10 Feb 2015 15:30:27 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">2040 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/content/open-innovation-20-interview-bob-jones-head-cern%E2%80%99s-openlab-project#comments</comments>
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<item>
 <title>A glimpse of the CERN openlab summer student programme 2014</title>
 <link>http://test-static-05.web.cern.ch/content/glimpse-cern-openlab-summer-student-programme-2014</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date Published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2015-01-09T00:00:00+01:00&quot;&gt;Friday, 9 January, 2015&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-minidescription field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;The 2014 students present the CERN openlab summer student programme.&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-embed-a-video-to-the-websi field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;p&gt;&lt;iframe frameborder=&quot;0&quot; height=&quot;260&quot; scrolling=&quot;no&quot; src=&quot;http://cds.cern.ch/video/CERN-MOVIE-2014-064-001&quot; width=&quot;460&quot;&gt;&lt;/iframe&gt;&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Fri, 09 Jan 2015 10:51:19 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">2024 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/content/glimpse-cern-openlab-summer-student-programme-2014#comments</comments>
</item>
<item>
 <title>Evaluation of selected C++11 features with GCC, ICC and Clang</title>
 <link>http://test-static-05.web.cern.ch/publications/technical_documents/evaluation-selected-c11-features-gcc-icc-and-clang</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-09-01T00:00:00+02:00&quot;&gt;Monday, 1 September, 2014&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-document-type field-type-list-text field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Document type:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Summer student report&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-author field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Author(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;S. Wang&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-abstract field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Project Specification:
The project concerns various C++11 features - their performance and reliability. The report summarizes the tesults from four micro-benchmarks designed for this project and run with three different compilers (GCC, ICC, Clang) and tries to make an evaluation based on the results.

Abstract:
As C++11 gained almost full support by compilers, it is interesting to see whether we can leverage some of the features to improve performance and reliability of C++ code. This work is focused on four selected problems: time measurement techniques, for-loops efficiency, asychronuous tasks and parallel mode of STL algorithms. For each of them a micro-benchmark is made. All the benchmarks are fully automatized to generate results from running binaries compiled by three compilers: GCC, ICC and Clang with -O2, -O3 and -Ofast options. In order to evaluate vectorization and multithreading, profiling tools such as perf and Intel Vtune are used.&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-report-on-zenodo field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Report on ZENODO:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;https://zenodo.org/record/13113&quot;&gt;Document on ZENODO&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Fri, 05 Dec 2014 14:31:22 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">1992 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/publications/technical_documents/evaluation-selected-c11-features-gcc-icc-and-clang#comments</comments>
</item>
<item>
 <title>CERN/Intel Big Data Workshop</title>
 <link>http://test-static-05.web.cern.ch/news/cernintel-big-data-workshop</link>
 <description>&lt;div class=&quot;field field-name-field-event-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-range&quot;&gt;&lt;span class=&quot;date-display-start&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2013-07-09T12:00:00+02:00&quot;&gt;Tuesday, 9 July, 2013 - 12:00&lt;/span&gt; to &lt;span class=&quot;date-display-end&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2013-07-10T12:25:00+02:00&quot;&gt;Wednesday, 10 July, 2013 - 12:25&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-location field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Location:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://maps.cern.ch/mapsearch/?centerX=2492486&amp;amp;centerY=1121065&amp;amp;centerScale=100&quot; target=&quot;_blank&quot;&gt;CERN IT Auditorium&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-body field-type-text-with-summary field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot; property=&quot;content:encoded&quot;&gt;&lt;p&gt;CERN has been discussing with Intel to establish a big data lab at CERN. A number of meetings have already taken place promoted by a paper presented to Intel executives last year. As a follow-up we are organising a workshop at CERN on 9-10 July. The idea is that Intel will present their technologies and CERN will present the requirements for the LHC experiments&#039; online systems. The material about the new technologies to be presented by Intel is subject to a Non-disclosure agreement which limits participants only to Intel and CERN personnel.&lt;/p&gt;
&lt;p&gt;A key question forguding discussion during the workshop is &quot;What would be the scientific value of having a large enough memory/processing capacity to be able to relax the triggers and still keep up with the data flow”?&lt;/p&gt;
&lt;p&gt;The expected output of the workshop is a revised vision document and a concrete project plan for the big data lab.&lt;/p&gt;
&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-indico-link field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Indico or other event webpage:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://indico.cern.ch/event/259257/timetable/#all&quot;&gt;For more information&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;ul class=&quot;links inline&quot;&gt;&lt;li class=&quot;calendar_link first last&quot;&gt;&lt;a href=&quot;/calendar-event_date/month&quot; title=&quot;View the calendar.&quot;&gt;Calendar&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</description>
 <pubDate>Wed, 12 Nov 2014 16:16:51 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">1949 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/news/cernintel-big-data-workshop#comments</comments>
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 <title>High Core Count and Low Power Systems Evaluation</title>
 <link>http://test-static-05.web.cern.ch/publications/technical_documents/high-core-count-and-low-power-systems-evaluation</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-05-07T00:00:00+02:00&quot;&gt;Wednesday, 7 May, 2014&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-document-type field-type-list-text field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Document type:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Poster&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-author field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Author(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;P. Szostek&lt;/div&gt;&lt;div class=&quot;field-item odd&quot;&gt;A. Nowak&lt;/div&gt;&lt;div class=&quot;field-item even&quot;&gt;G. Bitzes&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-event-published-at field-type-text field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Event published at:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;CERN openlab Board of Sponsors 2014 - Poster Session&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-indico-link field-type-link-field field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://indico.cern.ch/event/309387/&quot;&gt;CERN openlab Board of Sponsors 2014 (registered users only)&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-tech-doc-pdf field-type-file field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Technical document file:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;file&quot;&gt;&lt;img class=&quot;file-icon&quot; alt=&quot;PDF icon&quot; title=&quot;application/pdf&quot; src=&quot;/modules/file/icons/application-pdf.png&quot; /&gt; &lt;a href=&quot;http://test-static-05.web.cern.ch/sites/test-static-05.web.cern.ch/files/technical_documents/poster_Intel.pdf&quot; type=&quot;application/pdf; length=1252966&quot;&gt;poster_Intel.pdf&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Tue, 14 Oct 2014 12:25:23 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">1925 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/publications/technical_documents/high-core-count-and-low-power-systems-evaluation#comments</comments>
</item>
<item>
 <title>How can HEP Applications benefit from Vectorization?</title>
 <link>http://test-static-05.web.cern.ch/publications/technical_documents/how-can-hep-applications-benefit-vectorization</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-05-07T00:00:00+02:00&quot;&gt;Wednesday, 7 May, 2014&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-document-type field-type-list-text field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Document type:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Poster&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-author field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Author(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;G. Bitzes&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-event-published-at field-type-text field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Event published at:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;CERN openlab Board of Sponsors 2014 - Poster Session&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-indico-link field-type-link-field field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://indico.cern.ch/event/309387/&quot;&gt;CERN openlab Board of Sponsors 2014 (registered users only)&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-tech-doc-pdf field-type-file field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Technical document file:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;file&quot;&gt;&lt;img class=&quot;file-icon&quot; alt=&quot;PDF icon&quot; title=&quot;application/pdf&quot; src=&quot;/modules/file/icons/application-pdf.png&quot; /&gt; &lt;a href=&quot;http://test-static-05.web.cern.ch/sites/test-static-05.web.cern.ch/files/technical_documents/Intel-poster-final.pdf&quot; type=&quot;application/pdf; length=846404&quot;&gt;Intel-poster-final.pdf&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Tue, 14 Oct 2014 12:16:25 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">1922 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/publications/technical_documents/how-can-hep-applications-benefit-vectorization#comments</comments>
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 <title>Vectorization Studies of Random Number Generators on Intel’s Haswell Architecture</title>
 <link>http://test-static-05.web.cern.ch/publications/technical_documents/vectorization-studies-random-number-generators-intel%E2%80%99s-haswell</link>
 <description>&lt;div class=&quot;field field-name-field-published-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date published:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-single&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-09-01T00:00:00+02:00&quot;&gt;Monday, 1 September, 2014&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-document-type field-type-list-text field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Document type:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Summer student report&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-author field-type-text field-label-above&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Author(s):&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Y. Demirag&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-abstract field-type-text-long field-label-hidden&quot;&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;Project Specification:
This project concerns the field of vectorization for Computing in High Energy Physics at CERN,Geneva. This paper summarises the results and progress of vectorizing two newly proposed counter based random number generators on Intel’s Haswell Architecture.

Abstract:
This project studies SIMD optimizing two different newly proposed random number generators on Intel’s Haswell architecture with AVX2 instruction sets. AVX2 instruction set is necessary since many random number generators rely on 64-bit integer multiplication. In first phase, mathematical algorithms behind the random number generators are studied and the places where they can be vectorized are identified. Then all internal data structures of random number generators are transformed from Array of Struct to Struct of Array for better auto-vectorization. To achieve better results intrinsics are used via a high-level C++ wrapping library. In second phase we performed benchmarks and studied the speed up obtained up to 1.57 times for Threefry CBRNG due to vectorization on Haswell.&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-report-on-zenodo field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Report on ZENODO:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://zenodo.org/record/12215&quot;&gt;Document on ZENODO&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</description>
 <pubDate>Mon, 13 Oct 2014 08:49:13 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">1919 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/publications/technical_documents/vectorization-studies-random-number-generators-intel%E2%80%99s-haswell#comments</comments>
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 <title>Fifth International Workshop for Future Challenges in Tracking and Trigger Concepts, Frankfurt, Germany</title>
 <link>http://test-static-05.web.cern.ch/news/fifth-international-workshop-future-challenges-tracking-and-trigger-concepts-frankfurt-germany</link>
 <description>&lt;div class=&quot;field field-name-field-event-date field-type-datetime field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Date:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;span class=&quot;date-display-range&quot;&gt;&lt;span class=&quot;date-display-start&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-05-12T00:00:00+02:00&quot;&gt;Monday, 12 May, 2014 (All day)&lt;/span&gt; to &lt;span class=&quot;date-display-end&quot; property=&quot;dc:date&quot; datatype=&quot;xsd:dateTime&quot; content=&quot;2014-05-14T00:00:00+02:00&quot;&gt;Wednesday, 14 May, 2014 (All day)&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-location field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Location:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://www.google.ch/maps/place/Frankfurt,+Germany/@50.121212,8.6365638&quot; target=&quot;_blank&quot;&gt;Frankfurt, Germany&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;field field-name-field-indico-link field-type-link-field field-label-inline clearfix&quot;&gt;&lt;div class=&quot;field-label&quot;&gt;Indico or other event webpage:&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;field-items&quot;&gt;&lt;div class=&quot;field-item even&quot;&gt;&lt;a href=&quot;http://indico.gsi.de/conferenceDisplay.py?confId=2715&quot;&gt;More information about the event&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;ul class=&quot;links inline&quot;&gt;&lt;li class=&quot;calendar_link first last&quot;&gt;&lt;a href=&quot;/calendar-event_date/month&quot; title=&quot;View the calendar.&quot;&gt;Calendar&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;</description>
 <pubDate>Thu, 09 Oct 2014 11:39:24 +0000</pubDate>
 <dc:creator>Mary Touranakou</dc:creator>
 <guid isPermaLink="false">1906 at http://test-static-05.web.cern.ch</guid>
 <comments>http://test-static-05.web.cern.ch/news/fifth-international-workshop-future-challenges-tracking-and-trigger-concepts-frankfurt-germany#comments</comments>
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