HADOOP MAP REDUCE ENHANCEMENT THROUGH IMPROVED AUGMENTED ALGORITHM
Journal Title: Elysium Journal of Engineering Research and Management - Year 2015, Vol 2, Issue 3
Abstract
The MapReduce model is implemented by using open-source software of Hadoop. A number of issues faced by Hadoop to achieve the best performance. A serialization barrier requires to achieve the best performance which delays the phase. Repetitive merges and disk access leads to leverage latest high speed interconnects. With increasing volume of datasets, an acceleration framework of Hadoop-A optimizes Hadoop to keep updates. To overcome the problem of repetition and disk access, a novel algorithm to merge data introduced in this paper. A full-pipeline is also proposed for overlapping of the shuffle, merge and reduce the phases. The disk access from the intermediate data efficiently reduced and the data movement also increased by proposed Hadoop-A.
Authors and Affiliations
Ankit Kumar Kothari Mr, Vijayalakshmi J.
Keywords
Related Articles
- EP ID EP384004
- DOI -
- Views 90
- Downloads 0
AUTOMATIC HUMAN FREE FALL DETECTION USING ANDROID
Where the person needs immediate medical assistance and often crashes, accidents caused by the free fall position. Alerting the appropriate authorities, such as the types of situations can be...
CONDITIONAL PRIVACY PROTOCOL TO OVERCOME SECURITY THREATS IN WIRELESS NETWORK TRANSACTIONS
Even with several technological developments and security protocols, the wireless network transaction is still not in safe waters. Today we come across several frauds related to this wireless network transactions, the ma...
RESOURCE PROCUREMENT MECHANISM SCHEME FOR CLOUD COMPUTING
The cloud resource the limitations auctions, dynamic pricing
ROPE: A ROBUST ORDER PRESERVING RE-ENCRYPTION SCHEME FOR MOBILE CLOUD ENVIRONMENT
Cloud computing strengthens its presence within the public sector, Organizations and people are searching for cloud services to enhance productivity, security and scale back costs. With the except...
A LITERATURE STUDY ON ASSOCIATION RULE MINING
Association Rule mining has become an essential topic in data mining during recent years. It gains more popularity because of its wide range of applicability. Many researches introduced new algorithms ba...