An improved micropartitioning mechanism for map reduce using evaluation of cost functions
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 2
Abstract
Due to the massive improvement in the usage of data’s in the real world, it becomes more burdens to handle and process it effectively. The Map reduce is the one of the more developed technology which is used to handle and process the big data/largest tasks. Map reduce is used to partition the task into sub partitions and map those partitions into the machines for processing. This process need to be done by the considering the minimization of cost and meeting deadline to improve the user satisfaction. In the previous work, CRESP approach is used which focus on allocating the map reduces tasks in the machine with the consideration of reduction of cost and deadline. However this method does not concentrate on the skew and stragglers problem which can occur while handling the largest task. In our work, we try improve the performance of resource allocation strategy by considering the skews and stragglers problem in mind. This problem of skews and stragglers are handled by introducing the partitioning mechanism. The partitioning mechanism will improve the failure of task allocation strategy.
Authors and Affiliations
Nithya. M, Damodharan. P
Keywords
Related Articles
- EP ID EP19610
- DOI -
- Views 286
- Downloads 4
Comparative Analysis of Image Denoising Techniques
A noise gives an image a generally undesirable appearance, the most significant factor is that noise can cover and reduce the visibility of certain features with in the image. Now, a days use of image is becoming popula...
Power System Stability Enhancement with Statcom Power Oscillation Damping Controller
The paper presents design and analysis of STATCOM power oscillation damping controller. The Phillips- Heffron model of the Single Machine Infinite Bus power system installed with STATCOM has been derived and the systema...
A Monitoring System for Early Detection of Microbial Activity for Various Milk Products
Smart city is a striking new activity by the Administration of India to drive monetary development and to enhance the personal satisfaction of individuals. This endeavor to perceive the innovations that can tackle issue...
An Approach to Analyse Digital Mammogram Using Statistical Parameters
Mammography is one of the available method for early detection of suspicious masses, related to breast cancer. Analysis of different statistical features of mammograms can provide clues about the presence of early signs...
Implementation of Enhanced NOC Router
VLSI innovation has enhanced in incorporating many cores on a single chip, but association between them is critical. NoC has appeared to be solution for this. In this paper, a novel router which is main part of on-chip...