Performance Evaluation and Benchmarking for the Era of Cloud(s): 11th TPC Technology Conference, TPCTC 2019, Los Angeles, CA, USA, August 26, 2019, Revised Selected Papers: Lecture Notes in Computer Science, cartea 12257
Editat de Raghunath Nambiar, Meikel Poessen Limba Engleză Paperback – 30 iul 2020
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.
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Specificații
ISBN-13: 9783030550233
ISBN-10: 3030550230
Pagini: 165
Ilustrații: XIV, 165 p. 77 illus., 37 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.26 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Programming and Software Engineering
Locul publicării:Cham, Switzerland
ISBN-10: 3030550230
Pagini: 165
Ilustrații: XIV, 165 p. 77 illus., 37 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.26 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Programming and Software Engineering
Locul publicării:Cham, Switzerland
Cuprins
Benchmarking 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.