November 2017
Intermediate to advanced
588 pages
29h 19m
English
Content preview from Cloud Computing, 2nd Edition
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Chapter 4
Parallel and Distributed Systems
Abstract
Computer clouds are large-scale parallel and distributed systems, collections of autonomous and heterogeneous systems. Cloud organization is based on a large number of ideas and on the experience accumulated since the first electronic computer was used to solve computationally challenging problems.
In this chapter we overview concepts in parallel and distributed systems important for understanding basic challenges in the design and use of computer clouds. Data-level and thread-level parallelism, parallel computer architectures, SIMD architectures, and GPUs are discussed along with the limitations of application speedup and Amdahl's Law, including its formulation for multicore processors. ...
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