Performance Evaluation and Benchmarking [electronic resource] : 15th TPC Technology Conference, TPCTC 2023, Vancouver, BC, Canada, August 28 - September 1, 2023, Revised Selected Papers / edited by Raghunath Nambiar, Meikel Poess.

Colaborador(es): Nambiar, Raghunath [editor.] | Poess, Meikel [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Computer Science ; 14247Editor: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XVI, 144 p. 60 illus., 49 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783031680311Tema(s): Computers | Computer networks  | Computers, Special purpose | Application software | Artificial intelligence | Software engineering | Computing Milieux | Computer Communication Networks | Special Purpose and Application-Based Systems | Computer and Information Systems Applications | Artificial Intelligence | Software EngineeringFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 004 Clasificación LoC:QA75.5-76.95Recursos en línea: Libro electrónicoTexto
Contenidos:
-- 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.
En: Springer Nature eBookResumen: 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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-- 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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