Big Data Systems: A 360-degree Approach (Chapman & Hall/CRC Big Data Series)
by: Jawwad Ahmed Shamsi and Muhammad Ali Khojaye
Publisher finelybook 出版社: Chapman and Hall/CRC; 1st edition (11 May 2021)
Language 语言: English
Print Length 页数: 340 pages
ISBN-10: 1498752705
ISBN-13: 9781498752701
Book Description
Big Data Systems encompass massive challenges related to data diversity,storage mechanisms,and requirements of massive computational power. Further,capabilities of big data systems also vary with respect to type of problems. For instance,distributed memory systems are not recommended for iterative algorithms. Similarly,variations in big data systems also exist related to consistency and fault tolerance. The purpose of this book is to provide a detailed explanation of big data systems. The book covers various topics including Networking,Security,Privacy,Storage,Computation,Cloud Computing,NoSQL and NewSQL systems,High Performance Computing,and Deep Learning. An illustrative and practical approach has been adopted in which theoretical topics have been aided by: well-explained programming and illustrative examples.
Key Features:
Introduces concepts and evolution of Big Data technology.
Illustrates examples for thorough understanding.
Contains programming examples for hands on development.
Explains a variety of topics including NoSQL Systems,NewSQL systems,Security,Privacy,Networking,Cloud,
High Performance Computing,and Deep Learning.
Exemplifies widely used big data technologies such as Hadoop and Spark.
Includes discussion on case studies and open issues.
Provides end of chapter questions for enhanced learning.
