OUTLOOK ON VARIOUS SCHEDULING APPROACHES IN HADOOP
Journal Title: International Journal on Computer Science and Engineering - Year 2016, Vol 8, Issue 2
Abstract
MapReduce is used for processing and generating sets large data .A open source framework of MapReduce is Hadoop [1]. MapReduce and Hadoop represent a good alternative for efficient large scale data processing and advanced analytics in an enterprise. In Heterogeneous computing, map or schedule a processor to a single core or different type of processors to a single core or a processor to many cores or many processors to many cores. So the usage of heterogeneous multi-core processors for the efficient performance in map reduce environments is increasing. Therefore the single heterogeneous multi-core processors consists of small and big cores where small cores provide power efficient and big-cores provide high-performance , which includes Inductive Logic Programming and Multilayer Perception to be extracted dynamically. This paper addresses various scheduling approaches that helps in improving the performance in heterogeneous environment. The outcome of this paper shows that traditional approaches used in Hadoop suffers from various issues. This paper will encourage in addressing those issues and discusses various scheduling approaches which helps in big data analysis.
Authors and Affiliations
P. Amuthabala , Kavya. T. C , Kruthika. R , Nagalakshmi. N
Prediction of Profitability of Industries using Weighted SVR
In order to measure the profitability of an industry by predicting Pre-Tax Operating Margin by applying regression technique on Price/Sales Ratio and Net Margin of various industries. Prediction of Pre-Tax Operating Marg...
IMPROVED ROUND ROBIN POLICY A MATHEMATICAL APPROACH
This work attempts to mathematically formulize the computation of waiting time of any process in a static -process, CPU-bound round robin scheme. That in effect, can calculate other performance measures also. An improv...
Discovering suffixes: A Case Study for Marathi Language
Suffix stripping is a pre-processing step required in a number of natural language processing applications. Stemmer is a tool used to perform this step. This paper presents and evaluates a rule-based and an unsupervised...
E-Cash Payment Protocols
E-cash is a payment system designed and implemented for making purchases over open networks such as the Internet. Need of a payment system which enables the electronic transactions are growing at the same time that the u...
A Simple Message-Encryption Scheme based on Amino-acid Protein Sequence
Recently, biological techniques become more and more popular, as they are applied to many kinds of applications, authentication protocols, biochemistry, and cryptography. . Bioinformatics [2] plays a very important role...