Big Data Analytics Research Paper

In addition, it combines several ingredients, which form the basis of the modern practice of random forests.A Relational Model of Data for Large Shared Data Banks Written by EF Codd in 1970, this paper was a breakthrough in Relational Data Base systems.

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Spanner: Google’s Globally-Distributed Database It explains about Spanner, Google’s scalable, multi-version, globally-distributed, and synchronously-replicated database.

Cassandra – A Decentralized Structured Storage System Cassandra is a distributed storage system for managing very large amounts of structured data spread out across many commodity servers, while providing highly available service with no single point of failure.

Hadoop DB: An Architectural Hybrid of Map Reduce and DBMS Technologies for Analytical Workloads There are two schools of thought regarding what technology to use for data analysis.

This paper explores the feasibility of building a hybrid system. This paper outlines the S4 architecture in detail, describes various applications, including real-life deployments, to show that the S4 design is surprisingly flexible and lends itself to run in large clusters built with commodity hardware.

Dremel: Interactive Analysis of Web-Scale Datasets This paper describes the architecture and implementation of Dremel, a scalable, interactive ad-hoc query system for analysis of read-only nested data, and explains how it complements Map Reduce-based computing.


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