Big Data Concepts, Theories, and Applications by Shui Yu, Song Guo

By Shui Yu, Song Guo

This booklet covers 3 significant components of huge facts: options, theories and functions. Written by means of world-renowned leaders in enormous information, this booklet explores the issues, attainable options and instructions for giant info in study and perform. It additionally specializes in excessive point suggestions similar to definitions of massive information from assorted angles; surveys in learn and purposes; and current instruments, mechanisms, and platforms in perform. every one bankruptcy is self sufficient from the opposite chapters, permitting clients to learn any bankruptcy directly.

After reading the sensible aspect of huge facts, this e-book offers theoretical views. The theoretical learn levels from colossal information illustration, modeling and topology to distribution and size decreasing. Chapters additionally examine the various disciplines that contain sizeable facts, equivalent to information, information mining, computer studying, networking, algorithms, safety and differential geometry. The final component to this publication introduces substantial information functions from various groups, comparable to company, engineering and science.

Big information recommendations, Theories and Applications is designed as a reference for researchers and complicated point scholars in laptop technological know-how, electric engineering and arithmetic. Practitioners who specialise in details structures, gigantic info, information mining, company research and different comparable fields also will locate this fabric worthy.

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Sample text

History: (Times(n, E) in I) An event is produced when an event of type E has occurred with the specified frequency n during the time interval I. e. the event did not occur) during the time interval I. 3Temporal Operator A composite event can be represented by the occurrence of an event and an offset (E C ), for example, E D E1 C 00:15 to indicate fifteen minutes before the occurrence of an event of type E1 . Thus, the occurrence time of E is [endT-e1 , endT-e1 C ]. References 1. Jagadish HV, Gehrke J, Labrinidis A, Papakonstantinou Y, Patel JM, Ramakrishnan R, Shahabi C (2014) Big Data and its technical challenges.

Codd [216], in the relational model all data is represented in terms of tuples (or records), grouped into relations (or tables) and related records are linked together with a key. The database systems with Relational Model use the Structured Query Language (SQL) [223] for defining and accessing the data. The extent of support for Relational Model and SQL provided by the Big Data Technologies varies from one to another. However, there are Big Data Technologies which do not support Relational Model.

Integr Netw Manag 7 55. Yemini SA, Kliger S, Mozes E, Yemini Y, Ohsie D (1996) High speed and robust event correlation. IEEE Commun Mag 34:82–90 56. Roncancio CL (1998) Towards duration-based, constrained and dynamic event types. In: Proceedings of the 2nd international workshop on active, real-time, and temporal database systems Chapter 2 Big Data Tools and Platforms Sourav Mazumder Abstract The fast evolving Big Data Tools and Platforms space has given rise to various technologies to deal with different Big Data use cases.

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