Performance evaluation and benchmarking 15th TPC technology conference, TPCTC 2023, Vancouver, BC, Canada, August 28-September 1, 2023 : revised selected papers
.- Multivariate Time Series Anomaly Detection: Fancy Algorithms amd Flawed Evaluation Methology. .- A Comprehensive Study on Benchmarking Permissioned Blockchains. .- Benchmarking Generative AI Performance Requires a Holistic Approach. .- Graph Stores with Application-Level Query Result Caches. .- C...
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| Weitere Verfasser: | , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham
Springer
2024
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| Schriftenreihe: | Lecture notes in computer science
14247 |
| Schlagworte: |
Angewandte Informatik
> COMPUTERS / Computer Science
> COMPUTERS / Expert Systems
> COMPUTERS / Hardware / Network Hardware
> COMPUTERS / Programming / Software Development
> COMPUTERS / Programming / Systems Analysis & Design
> Expert systems / knowledge-based systems
> Information technology: general issues
> Network hardware
> Netzwerk-Hardware
> Software Engineering
> Systemanalyse und -design
> Systems analysis & design
> Wissensbasierte Systeme, Expertensysteme
> Konferenzschrift
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| Zusammenfassung: | .- Multivariate Time Series Anomaly Detection: Fancy Algorithms amd Flawed Evaluation Methology. .- A Comprehensive Study on Benchmarking Permissioned Blockchains. .- Benchmarking Generative AI Performance Requires a Holistic Approach. .- Graph Stores with Application-Level Query Result Caches. .- Chaosity: Understanding Contemporary NUMA-architectures. .- Benchmarking Large Language Models: Opportunities and Challenges. .- The Linked Data Benchmark Council (LDBC): Driving competition and collaboration in the graph data management space. .- The LDBC Social Network Benchmark Interactive Workload v2: A Transactional Graph Query Benchmark with Deep Delete Operations. .- A Cloud-Native Adoption of Classical DBMS Performance Benchmarks and Tools. This book constitutes the refereed post-conference proceedings from the 15th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2023, held in Vancouver, British Columbia, Canada, during August 28 - September 1, 2023. The 9 full papers included in this book were carefully reviewed and selected from 17 submissions. These papers focus on various novel ideas and methodologies for Performance evaluation and Benchmarking in emerging technology areas |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xvi, 144 Seiten Diagramme |
| ISBN: | 9783031680304 978-3-031-68030-4 |