Efficient Techniques For load balancing and dynamic resource management in cloud
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2014, Vol 3, Issue 7
Abstract
Cloud computing applications are developed using MapReduce programming. Cloud computing distributed file system nodes perform functionality like computing as well as storage in this a file is partitioned into a number of chunks allocated in distinct nodes .based on that MapReduce tasks can be performed in parallel over the nodes. But in a cloud computing environment, failure is the common means nodes may be upgraded, replaced and added in the system. Files can also be dynamically created, deleted and appended. This results in load imbalance in a distributed file system that is the file chunks are not distributed as uniformly among the nodes. In this project , introducing distributed load rebalancing algorithm which eliminated load imbalance problem and proposing gossip protocol which maintains dynamic resource management for large scale cloud. It Dynamically maximizing the cloud utility under CPU and memory constraints.
Authors and Affiliations
T. Saikrishna, P. M. D. ali khan
Keywords
Related Articles
- EP ID EP27960
- DOI -
- Views 250
- Downloads 0
Dedicated VLSI Architecture for 3-D Discrete Wavelet Transform
This Paper Presents an architecture of the lifting based 3-d discrete wavelet transform (DWT), which is a powerful image and video compression algorithm. With 3-D-DWT architectures the memory requirement, block base...
A Distributed Algorithm for identifying failures in WSN
A wireless sensor network is a technology for monitoring physical or environmental conditions such as temperature, pressure, sound etc. A WSN can get separated into multiple connected sensors. But some nodes may fail...
Design of Parallel MAC Based On Radix-4 & Radix-8 Modified Booth Algorithm
This paper focused on a combined process of multiplication and accumulation based on radix-4 & radix-8 booth encodings. In this Paper, we investigate the method of implementing the Parallel MAC with the smallest possi...
Algorithmic Procedure to Produce Near Optimal Interactivity And Reduce The Interaction Time Between Clients
Latency-driven distribution of servers is necessary even when there are no limits on the ease of use of server income at one location. In a distributed server structural design, the state of a DIA such as the effecti...
High Performance of Fault Detection And Correction Technique Using Difference Set Codes For Memory Applications
The advanced combination technologies made it possible for accessing any device so fast that within a portion of seconds the job can be performed. Now days fast memories exists everywhere during accessing if any erro...