Performance Characterization and Benchmarking. Traditional to Big Data 6th TPC Technology Conference, TPCTC 2014, Hangzhou, China, September 1--5, 2014. Revised Selected Papers / [electronic resource] : edited by Raghunath Nambiar, Meikel Poess. - Cham : Springer International Publishing, 2015. - 1 online resource (XIV, 205 p. 55 ill.) - Lecture Notes in Computer Science, 8904 0302-9743 ; .

Introducing TPCx-HS: Industry's First Standard for Benchmarking Big Data Systems -- An Evaluation of Alternative Physical Graph Data Designs for Processing Interactive Social Networking Actions -- On Characterizing the Performance of Distributed Graph Computation Platforms -- An Industry Standard Performance Benchmark for Big Data: A Discussion of Big Bench -- A Scalable Framework for Universal Data Generation in Parallel -- Towards an Extensible Middleware for Database Benchmarks -- Scaling up Mixed Workloads: a Battle of Data Freshness, Flexibility and Scheduling -- Parameter Curation for Benchmark Queries -- Downtime-Free Live Migration in a Multitenant Database -- Performance analysis of database virtualization with the TPC-VMS benchmark -- A Query, a Minute: Evaluating Performance Isolation in Cloud Databases -- Composite Key Generation on a Shared-Nothing Architecture.

9783319153506


Computer science.
Computer system failures.
Database management.
Information Storage and Retrieval.