Cloud Computing: Data-Intensive Computing and Scheduling

Magoules, Frederic; Pan, Jie; Teng, Fei

ISBN 10: 0367380846 / ISBN 13: 9780367380847

Verlag: Chapman and Hall/CRC, 2019

Bestandsnummer des Verkäufers I-9780367380847

Inhaltsangabe:

This book presents various technologies that demonstrate how cloud computing can meet business requirements and serve as the infrastructure of multidimensional data analysis applications. Addressing performance issues, it explores the evolution of classical techniques and describes completely new methods and innovative algorithms. The text covers scheduling algorithms for real-time tasks and practical algorithms for user bidding and auctioneer pricing. It explains approaches to data analytical query processing, including pre-computing, data indexing, and data partitioning. Applications of MapReduce, a new parallel programming model, are also presented.

Über die Autorin bzw. den Autor:

Frédéric Magoulès is a professor at École Centrale Paris, where he leads the high performance computing research group. His research focuses on the algorithmic interface between parallel computing and the numerical analysis of PDEs and algebraic differential equations. He earned a Ph.D. in applied mathematics from Université Pierre et Marie Curie.

Jie Pan is a Java developer at the Klee Group Company. She earned a Ph.D. in applied mathematics. During her doctoral work, she focused on large-scale data analysis on distributed systems.

Fei Teng is a researcher in the Key Lab of Cloud Computing and Intelligent Technology at Southwest Jiaotong University. Her research interests are mainly in cloud computing, data mining, resource allocation, and distributed scheduling algorithms.

Bibliografische Details

Titel: Cloud Computing: Data-Intensive Computing ...
Verlag: Chapman and Hall/CRC
Erscheinungsdatum: 2019
Einband: Softcover
Zustand: New