Big Data Analysis
ANALYSIS OF BIG DATA USING HACE THEOREM Prema Gadling Prof. Mahip Bartere Prof. Jayant Mehare M.E (CSE) 3nd Semester Department of computer science Department of computer science GHRCEM, Amravati University GHRCEM, Amravati University GHRCEM, Amravati University prema.gadling@gmail.com mahip.bartere@raisoni.net jayant.mehare@raisoni.net ABSTRACT— The aim is propose to elaborate a HACE theorem that states the characteristics of the Big Data revolution, and proposes a Big Data processing model from …show more content…
The HACE theorem suggests that the key characteristics of the Big Data are 1. Huge with heterogeneous and diverse data sources:- One of the fundamental characteristics of the Big Data is the huge volume of data represented by heterogeneous and diverse dimensionalities. This huge volume of data comes from various sites like Twitter, MySpace, Orkut and LinkedIn etc. 2. Decentralized control:- Autonomous data sources with distributed and decentralized controls are a main characteristic of Big Data applications. Being autonomous, each data source is able to generate and collect information without involving (or relying on) any centralized control. This is similar to the World Wide Web (WWW) setting where each web server provides a certain amount of information and each server is able to fully function without necessarily relying on other servers. 3. Complex data and knowledge associations:- Multistructure, multisource data is complex data, Examples of complex data types are bills of materials, word processing documents, maps, time-series, images and video. Such combined characteristics suggest that Big Data require a ―big mind to consolidate data for maximum …show more content…
The paper has been described as follows, in section I Introduction about data mining, big data and HACE Theorem. In section II we discuss the works related to data mining with big data. In section III the proposed system is discussed. In section IV describes system architecture of big data. In section V discuss the system
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