Download the fantastic book titled High Performance Big Data Computing written by Dhabaleswar K. Panda, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "High Performance Big Data Computing", which was released on 02 August 2022. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of High Performance Big Data Computing by Dhabaleswar K. Panda PDF
An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep lLearning. Over the last decade, the exponential explosion of data known as big data has changed the way we understand and harness the power of data. The emerging field of high-performance big data computing, which brings together high-performance computing (HPC), big data processing, and deep learning, aims to meet the challenges posed by large-scale data processing. This book offers an in-depth overview of high-performance big data computing and the associated technical issues, approaches, and solutions. The book covers basic concepts and necessary background knowledge, including data processing frameworks, storage systems, and hardware capabilities; offers a detailed discussion of technical issues in accelerating big data computing in terms of computation, communication, memory and storage, codesign, workload characterization and benchmarking, and system deployment and management; and surveys benchmarks and workloads for evaluating big data middleware systems. It presents a detailed discussion of big data computing systems and applications with high-performance networking, computing, and storage technologies, including state-of-the-art designs for data processing and storage systems. Finally, the book considers some advanced research topics in high-performance big data computing, including designing high-performance deep learning over big data (DLoBD) stacks and HPC cloud technologies.
Detail About High Performance Big Data Computing PDF
- Author : Dhabaleswar K. Panda
- Publisher : MIT Press
- Genre : Computers
- Total Pages : 275 pages
- ISBN : 0262369427
- Release Date : 02 August 2022
- PDF File Size : 46,6 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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