Efficient Load Balancing With Distributed Hash Tables in Cloud
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 12
Abstract
Distributed file systems are key building blocks for cloud computing applications based on the Map Reduce programming paradigm. In such file systems, nodes all at once serve computing and storage functions; a file is partitioned into a number of chunks allocated in distinct nodes so that Map Reduce tasks can be performed in parallel on the nodes. However, in a cloud computing environment, failure is the norm, and nodes may be improved, replaced, and added in the system. This dependence is clearly incompetent in a large-scale, failure-prone environment on account of the central load balancer is put under considerable workload that is linearly scaled with the system size, and may thus become the attainment bottleneck and the single point of failure. Here, a fully distributed load rebalancing algorithm is presented to cope with the load imbalance problem. Our algorithm is compared against a centralized approach in a production system and a competing distributed solution presented in the literature. The simulation outputs indicate that proposal is comparable with the existing centralized approach and considerably outperforms the prior distributed algorithm in terms of load imbalance factor, migration cost, and algorithmic overhead.
Authors and Affiliations
M. Manimegalai
Keywords
Related Articles
- EP ID EP127774
- DOI -
- Views 61
- Downloads 0
CLOUD COMPUTING WITH BIG DATA: A REVIEW
Big data is a collection of huge quantities of data. Big data is the process of examining large amounts of data. Big data and Cloud computing are the hot issues in Information Technology. Big data is the one of th...
IMPORTANCE OF ACCREDITATION AND AUTONOMOUS STATUS IN ‘HEI’ – AN ASSESSMENT WITH SPECIAL ORIENTATION TO KARNATAKA STATE
Accreditation and autonomous status is utmost important and so much in demand, in this paper we plan to present an importance of accreditation and autonomous statuses in higher educational Instituion’s and also pr...
Comparative Studies on Folate Production and Parameter Optimization in Fermented Milk from Yoghurt Starter Culture
Among the several causes reported for neural tube defects in newborns and cardiovascular diseases, deficiency of folate is one of the important reasons to be considered. Folate, water soluble vitamin, plays signif...
Series Connection Effect on the Current Shunt Measuring Technique for Large Area Multicrystalline Silicon Solar Cells
The series connection effect on the electrical performance of a large area multicrystalline Silicon solar cell (21 cm × 21 cm) with back contact technology has been considered in a desert area. Short circuit curre...
SECURITY ISSUES, ATTACKS AND CHALLENGES IN WIRELESS SENSOR NETWORK
Wireless Sens or Networks (WSN) is an emerging technology now - a - days and has a wide range of applications such as battlefield surveillance, traffic surveillance, forest fire detection, flood detection etc. But...