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101 0 $aeng
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181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 00$aSNTA '22 $eproceedings of the Fifth International Workshop on Systems and Network Telemetry and Analytics : June 30, 2022, Minneapolis, MN, USA /$fgeneral chairs, Massimo Cafaro [and three others]
210  1$aNew York :$cAssociation for Computing Machinery,$d2022.
215   $a1 online resource (62 pages) $cillustrations
225 0 $aACM Conferences
300   $aIncludes index.
311   $a1-4503-9315-2 
330   $aThe 5th International Workshop on Systems and Network Telemetry and Analytics (SNTA 2022), a full-day meeting at the HPDC 2022 conference in Minneapolis, United States, aims at bridging the systems and network telemetry and the latest advances in machine learning and data science technologies, to advance the performance and reliability of HPC and distributed systems.HPC and distributed systems are the driving force for the advancement of many emerging technologies, such as exascale systems, quantum machines, terabit networking, 5G/6G wireless, and cloud/edge computing. The tasks of systems and network telemetry are a key element for effective operations and management of these systems, by offering comprehensive monitoring and analysis capabilities to provide visibility into what is occurring at any time. The tasks will be significantly complicated with the greater complexity of computing systems, increasing network speed, and the mobile and IoT devices. Such changes and advances in technology will require more scalable telemetry and analysis techniques for data-driven diagnostics and deeper data analysis. In addition to the quantitative and qualitative challenges, data pressure in systems and networks also comes from various sources such as end systems, switches, firewalls, intrusion sensors, and the emerging network elements speaking with different syntax and semantics, which makes organizing and incorporating the generated data difficult for comprehensive analysis. This workshop looks for new approaches and methods at the intersection of HPC systems and data sciences to address these difficult challenges of emerging technologies from the diverse angles of systems/network performance, availability, reliability, and security.
606   $aElectronic data processing$xDistributed processing$vCongresses
606   $aComputer science
606   $aDistributed data processing
606   $aNetwork performance (Telecommunication)$vCongresses
615  0$aElectronic data processing$xDistributed processing
615  0$aComputer science.
615  0$aDistributed data processing.
615  0$aNetwork performance (Telecommunication)
676   $a004
702   $aCafaro$b Massimo
801  0$bNjHacI
801  1$bNjHacl
906   $aBOOK
912   $a9910580193203321
996   $aSNTA '22$93503023
997   $aUNINA