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001 978-3-030-55024-0
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008 200729s2020 sz | s |||| 0|eng d
020 _a9783030550240
_9978-3-030-55024-0
024 7 _a10.1007/978-3-030-55024-0
_2doi
050 4 _aQA76.9.E94
072 7 _aUYD
_2bicssc
072 7 _aCOM011000
_2bisacsh
072 7 _aUYD
_2thema
082 0 4 _a004.24
_223
245 1 0 _aPerformance Evaluation and Benchmarking for the Era of Cloud(s)
_h[electronic resource] :
_b11th TPC Technology Conference, TPCTC 2019, Los Angeles, CA, USA, August 26, 2019, Revised Selected Papers /
_cedited by Raghunath Nambiar, Meikel Poess.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXIV, 165 p. 77 illus., 37 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aProgramming and Software Engineering,
_x2945-9168 ;
_v12257
505 0 _aBenchmarking Elastic Cloud Big Data Services under SLA Constraints -- Efficient Multiway Hash Join on Reconfigurable Hardware -- Challenges in Distributed MLPerf -- ADABench - Towards an Industry Standard Benchmark for Advanced Analytics -- TPCx-BB (Big Bench) in a Single-Node Environment -- CBench-Dynamo: A Consistency Benchmark for NoSQL Database Systems -- Benchmarking Databases On-The-Go -- End-to-End Benchmarking of Deep Learning Platforms -- Role of the TPC in the Cloud Age -- Benchmarking Database Cloud Services -- Use Machine Learning Methods to Predict Performance of Storage Devices. .
520 _aThis book constitutes the refereed post-conference proceedings of the 11th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2019, held in conjunction with the 45th International Conference on Very Large Databases (VLDB 2019) in August 2019. The 11 papers presented were carefully reviewed and focus on topics such as blockchain; big data and analytics; complex event processing; database Optimizations; data Integration; disaster tolerance and recovery; artificial Intelligence; emerging storage technologies (NVMe, 3D XPoint Memory etc.); hybrid workloads; energy and space efficiency; in-memory databases; internet of things; virtualization; enhancements to TPC workloads; lessons learned in practice using TPC workloads; collection and interpretation of performance data in public cloud environments. .
650 0 _aElectronic digital computers
_xEvaluation.
650 0 _aComputer networks .
650 0 _aDatabase management.
650 0 _aApplication software.
650 0 _aArtificial intelligence.
650 0 _aComputer systems.
650 1 4 _aSystem Performance and Evaluation.
650 2 4 _aComputer Communication Networks.
650 2 4 _aDatabase Management.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer System Implementation.
700 1 _aNambiar, Raghunath.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPoess, Meikel.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030550233
776 0 8 _iPrinted edition:
_z9783030550257
830 0 _aProgramming and Software Engineering,
_x2945-9168 ;
_v12257
856 4 0 _uhttps://doi.org/10.1007/978-3-030-55024-0
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c175602
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