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Could Blobs Fuel Storage-Based Convergence Between HPC and Big Data?

Pierre Matri, Yevhen Alforov, Alvaro Brandon, Michael Kuhn, Philip Carns, Thomas Ludwig
<span title="">2017</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2ade5dt4mjgqzod5n6qf33litm" style="color: black;">2017 IEEE International Conference on Cluster Computing (CLUSTER)</a> </i> &nbsp;
This growing interest in such object storage on HPC and big data platforms raises the question: Are blobs the right level of abstraction to enable storage-based convergence between HPC and Big Data?  ...  Similarly, blobs are increasingly considered for replacing distributed file systems for big data analytics or as a base for storage abstractions like key-value stores or time-series databases.  ...  Therefore, the following question arises: Could blobs fuel storage-based convergence between HPC and Big Data by acting as a common, converging storage layer?  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cluster.2017.63">doi:10.1109/cluster.2017.63</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cluster/MatriABKCL17.html">dblp:conf/cluster/MatriABKCL17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/orecghg65ncrleobys6dyd73fe">fatcat:orecghg65ncrleobys6dyd73fe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723063257/https://hal.inria.fr/hal-01617655/file/HPC_BD_Convergence___Short_Paper___Cluster_17%20%282%29.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e0/32/e03206035634023a16876b878f9d27e54d237452.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cluster.2017.63"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Mission possible: Unify HPC and Big Data stacks towards application-defined blobs at the storage layer

Pierre Matri, Yevhen Alforov, Álvaro Brandon, María S. Pérez, Alexandru Costan, Gabriel Antoniu, Michael Kuhn, Philip Carns, Thomas Ludwig
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/idqeix2ukbd5fbgjjdkjmaj3ka" style="color: black;">Future generations computer systems</a> </i> &nbsp;
HPC and Big Data stacks are completely separated today.  ...  The storage layer offers opportunities for convergence, as the challenges associated with HPC and Big Data storage are similar: trading versatility for performance.  ...  Acknowledgments This work is part of the "BigStorage: Storagebased Convergence between HPC and Cloud to handle Big Data" project, H2020-MSCA-ITN-2014-642963, funded by the European Commission within the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2018.07.035">doi:10.1016/j.future.2018.07.035</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2lr4a4t34nau3e3pkgrpmfcfu4">fatcat:2lr4a4t34nau3e3pkgrpmfcfu4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503112251/https://hal.archives-ouvertes.fr/hal-01892682/file/HPC_BD_Convergence__Elsevier_-2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/67/fb/67fb89d5980957cd46d12a5272e77a15d93e6137.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2018.07.035"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence

Pierre Matri, Philip Carns, Robert Ross, Alexandru Costan, Maria S. Perez, Gabriel Antoniu
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s77bfh66ena2znlnuhuruo464a" style="color: black;">2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS)</a> </i> &nbsp;
In contrast, HPC developers have a much more limited choice, typically restricted to a centralized parallel file system for persistent storage.  ...  Yet, this data structure is key to applications such as computational steering, data collection from physical sensor grids or discrete event generators. In this paper we tackle this issue.  ...  ACKNOWLEDGMENT This work is part of the "BigStorage: Storage-based Convergence between HPC and Cloud to handle Big Data" project (H2020-MSCA-ITN-2014-642963), funded by the European Commission within the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdcs.2018.00156">doi:10.1109/icdcs.2018.00156</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icdcs/MatriCRCPA18.html">dblp:conf/icdcs/MatriCRCPA18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n54mdkdsdndnpe6wdei3afjfoe">fatcat:n54mdkdsdndnpe6wdei3afjfoe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305082759/http://oa.upm.es/54692/1/INVE_MEM_2018_294913.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b6/71/b671937970444e564e08ab430822fe655cf43050.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdcs.2018.00156"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

NIST-Big DATA Framework-1 [article]

Yiwei Zhu, San Zhang
<span title="2020-08-29">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This is the first chapter of the NIST-Big DATA Framework  ...  The problem with 662 identifying Big Data storage paradigms as NoSQL is, first, that it describes the storage of data with 663 respect to a set theory-based language for query and retrieval of data, and  ...  Another type of new Big Data 677 record storage is in a graph database. A graphical model represents the relationship between data 678 elements.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4007657">doi:10.5281/zenodo.4007657</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u7rl3naanvdmrl5bceikhyy4mm">fatcat:u7rl3naanvdmrl5bceikhyy4mm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200901064102/https://zenodo.org/record/4007657/files/NIST.SP.1500-1r2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6d/1b/6d1be7adefc320fecbb492ea7f6e20d5941612b5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4007657"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

2022 Review of Data-Driven Plasma Science [article]

Rushil Anirudh, Rick Archibald, M. Salman Asif, Markus M. Becker, Sadruddin Benkadda, Peer-Timo Bremer, Rick H.S. Budé, C.S. Chang, Lei Chen, R. M. Churchill, Jonathan Citrin, Jim A Gaffney (+51 others)
<span title="2022-05-31">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
that DDPS continues to benefit significantly from the interdisciplinary marriage between plasma science and data science into the foreseeable future.  ...  Data science and technology offer transformative tools and methods to science.  ...  and reduces analysis and storage costs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.15832v1">arXiv:2205.15832v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fxsl6gl3fncnhpoj76defxoc3a">fatcat:fxsl6gl3fncnhpoj76defxoc3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220610062614/https://arxiv.org/pdf/2205.15832v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/61/b1/61b1c310807077aa420670a51a8d7327e0ff9e12.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.15832v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Practical Adoption of Cloud Computing in Power Systems- Drivers, Challenges, Guidance, and Real-world Use Cases [article]

Song Zhang, Amritanshu Pandey, Xiaochuan Luo, Maggy Powell, Ranjan Banerji, Lei Fan, Abhineet Parchure, Edgardo Luzcando
<span title="2022-02-02">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
can look toward to design and select their own future cloud solutions.  ...  This paper summarizes the business drivers, challenges, guidance, and best practices for cloud adoption in power systems from the Task Force's perspective, after extensive review and deliberation by its  ...  Pinney from NRECA, David Duebner from MISO, and Chris Mosier from IncSys.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.00303v5">arXiv:2108.00303v5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sr7n5gelfbcgdcm2l56c5ahcza">fatcat:sr7n5gelfbcgdcm2l56c5ahcza</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220205004201/https://arxiv.org/ftp/arxiv/papers/2108/2108.00303.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/02/d7/02d76df167c2ccca83baceefa0444a472891f16f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.00303v5" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Fusion Simulation Project Workshop Report

Arnold Kritz, David Keyes
<span title="2008-06-10">2008</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ggetteudbve6teg2az7ovjtoyi" style="color: black;">Journal of fusion energy</a> </i> &nbsp;
The importance of building on healthy base programs in OFES and OASCR is recognized, as well as the requirement to coordinate with the ITER organization and the U.S.  ...  observational data; and (3) validated simulations capitalizing on the ability to manage, visualize, and analyze ultra-large datasets.  ...  The big question here is what is a cheap co-processing that could be embedded in the simulation to compress and/or rearrange the data to facilitate the data analysis and visualization process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10894-008-9151-4">doi:10.1007/s10894-008-9151-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mgibgmcdand75ptldzeeekwdwm">fatcat:mgibgmcdand75ptldzeeekwdwm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808192329/http://www.lehigh.edu/~infusion/FSP_report.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ac/fd/acfd1c9a7be72cb48d800aa4f0aed4cb9a51ef55.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10894-008-9151-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Data Driven High Performance Data Access [article]

(:Unkn) Unknown, University, My, Krishna Kant
<span title="2020-11-02">2020</span>
Our research covers exploitation of storage hierarchy for data driven caching and tiering, reduction of distance between data and computations, removing redundancy in data, using sparse representations  ...  We present in more details the methods we have developed, BeliefCache for data driven caching and prefetching and AVSC for pattern mining based compression of data.  ...  Storage Hierarchies The rapid advancement of storage technologies has played an essential role in both fueling and supporting the big data growth.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.34944/dspace/2190">doi:10.34944/dspace/2190</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cgcetg745vh4no6bzp3l2p5sx4">fatcat:cgcetg745vh4no6bzp3l2p5sx4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201105205958/https://scholarshare.temple.edu/bitstream/handle/20.500.12613/2208/Ramljak_temple_0225E_13554.pdf;jsessionid=4563A544147F8277C545196DA5DBA0F2?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3d/41/3d410063b2972e90af73f6b4b0cca0c05e8f0ddb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.34944/dspace/2190"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

POET (v0.1): speedup of many-core parallel reactive transport simulations with fast DHT lookups

Marco De Lucia, Michael Kühn, Alexander Lindemann, Max Lübke, Bettina Schnor
<span title="2021-12-01">2021</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rqk7miszmbcxtcrxk7hjwolghq" style="color: black;">Geoscientific Model Development</a> </i> &nbsp;
storage, geothermal energy and CO2 storage.  ...  represents the major bottleneck: its acceleration is an urgent challenge which gathers increasing interdisciplinary interest along with pressing requirements for subsurface utilization such as spent nuclear fuel  ...  Distributed hash tables: related work Distributed hash tables are frequently employed to enable fast distributed storage and data retrieval, especially for applications in big data and data analytics.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/gmd-14-7391-2021">doi:10.5194/gmd-14-7391-2021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cxz3mcz76fggpgbzrd3k6u7ju4">fatcat:cxz3mcz76fggpgbzrd3k6u7ju4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211202064827/https://gmd.copernicus.org/articles/14/7391/2021/gmd-14-7391-2021.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/48/f0/48f01b95aa788b131308798a319b77aa437fff6e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/gmd-14-7391-2021"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Simulation of Fusion Plasmas: Current Status and Future Direction

D A Batchelor, M Beck, A Becoulet, R V Budny, C S Chang, P H Diamond, J Q Dong, G Y Fu, A Fukuyama, T S Hahm, D E Keyes, Y Kishimoto (+17 others)
<span title="">2007</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bwnbrda5ivcmjldaye2ue4ibze" style="color: black;">Plasma Science and Technology</a> </i> &nbsp;
tolerate the dramatic increasing performance gaps between processor and memory, and between processor and disk storage subsystems.  ...  to model the movement of data between storage resources in networks ranging from Local Area Networks to the global Internet.  ...  Developed integration models are validated by fundamental researches of JT-60U experiments and the simulation based on first principles in our strategy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1009-0630/9/3/13">doi:10.1088/1009-0630/9/3/13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qultg3zae5dqtcyqm6lktxgdve">fatcat:qultg3zae5dqtcyqm6lktxgdve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721222635/http://phoenix.ps.uci.edu/zlin/bib/batchelor07.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8c/be/8cbe5bbab948cd0024d02003b6a97a3885d10a9c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1009-0630/9/3/13"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> iop.org </button> </a>

Engineering, Technology & Applied Science Research (ETASR), Vol. 11, No. 3, pp. 7069-7290

Various
<span title="2021-06-12">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
ISSN: 1792-8036 and 2241-4487.  ...  Research (ETASR) is an international bimonthly wide scope, peer-reviewed open access journal for the publication of original articles concerned with diverse aspects of science application, technology, and  ...  ACKNOWLEDGMENT The authors would like to thank the Ministry of Higher Education and Scientific Research in Kurdistan, the Chemistry Department of the University of Zakho, and the Petroleum Department,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5136285">doi:10.5281/zenodo.5136285</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2beknqdb3bcq7fqfav6btil6ci">fatcat:2beknqdb3bcq7fqfav6btil6ci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210727235808/https://zenodo.org/record/5136285/files/ETASR_V11_N3_pp7069-7290.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5136285"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Chasing the AIDS virus

Thomas Lengauer, André Altmann, Alexander Thielen, Rolf Kaiser
<span title="2010-03-01">2010</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i6iajiiyxvgz3ob6jwcn2pufni" style="color: black;">Communications of the ACM</a> </i> &nbsp;
The authors find that, surprisingly, their filter-based gist is rather good at predicting the number of instances of a given object category that might be present in the scene, as well as their likely  ...  Walter, and the Euresist consortium, especially, Francesca Incardona, Maurizio Zazzi, and Anders Sönnerborg.  ...  "We could push problems back and forth between the application space and the file-system space, and then work out accommodations between the two."  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1666420.1666440">doi:10.1145/1666420.1666440</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o2qllqh4tzhh5dzgvnjewl52vq">fatcat:o2qllqh4tzhh5dzgvnjewl52vq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809114400/http://www.kagakucafe.org/communications201003-dl.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d9/87/d987b92b987ba12c1a7a67fd6040b4821936e6d4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1666420.1666440"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

French SKA White Book - The French Community towards the Square Kilometre Array [article]

F. Acero, J.-T. Acquaviva, R. Adam, N. Aghanim, M. Allen, M. Alves, R. Ammanouil, R. Ansari, A. Araudo, E. Armengaud, B. Ascaso, E. Athanassoula (+157 others)
<span title="2018-03-28">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
of the French astronomical community and of a rapidly growing number of major scientific and technological players in the fields of Big Data, high performance computing, energy production and storage,  ...  From its Phase 1, the SKA will be one of the most formidable scientific machines ever deployed by mankind, and by far the most impressive in terms of data throughput and required computing power.  ...  Nevertheless its energy efficiency is not always optimal and it could become in the future a barrier to its extensive use for big HPC project as SKA.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1712.06950v3">arXiv:1712.06950v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t22beqb7s5brtomaqqeroetmyu">fatcat:t22beqb7s5brtomaqqeroetmyu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930141543/https://arxiv.org/pdf/1712.06950v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9e/51/9e513dcf4aca45986de7073eef818650add64216.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1712.06950v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization [article]

Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter J. Liu
<span title="2020-07-10">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work, we propose pre-training large Transformer-based encoder-decoder models on massive text corpora with a new self-supervised objective.  ...  Finally we validated our results using human evaluation and show that our model summaries achieve human performance on multiple datasets.  ...  , and Samy Bengio for reviewing the manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1912.08777v3">arXiv:1912.08777v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sniaydtda5a35pgyugitvcjtpy">fatcat:sniaydtda5a35pgyugitvcjtpy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200723114549/https://arxiv.org/pdf/1912.08777v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/26/82/268220842a8e127d842d7c2184e8f5124c13e645.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1912.08777v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Editorial Associate: Position Papers of the 2016 Federated Conference on Computer Science and Information Systems

Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki, Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki, Wil Van Der Aalst, Marco Aiello, Mohammed Atiquzzaman, Barrett Bryant, Ana Fred, Janusz Górski (+13 others)
<i > Position Papers of the 2015 Federated Conference on Computer Science and Information Systems, ISBN WEB </i> &nbsp; <span class="release-stage">unpublished</span>
The latter propose and describe research challenges in theory or practice of computer science and information systems.  ...  The former present preliminary research results from work-in-progress based on sound scientific approach but presenting work not completely validated as yet.  ...  of the software system based on the presented theory.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qfmkssbttfhl7hzaa52qzgoshe">fatcat:qfmkssbttfhl7hzaa52qzgoshe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180421203715/https://annals-csis.org/Volume_9/pliks/position.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a>
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