Efficient Traffic Management with Intermediate Data Partition for Big Data Applications33
Journal Title: International Journal of Computer Science Engineering and Information Technology Research (IJCSEITR) - Year 2017, Vol 7, Issue 4
Abstract
The MapReduce programming models improves huge scale information handling on ware bunch by exploiting parallel map tasks and reduce tasks. Although many numerous endeavors have been made to enhance the execution of Map Reduce employments, they overlook the system movement produced in the shuffle stage, which assumes a basic part in execution improvement. Customarily, a hash function is used to parcel halfway information among lessen assignments, which, in any case, is not activity productive in fact that system topology and information estimate related with each key are not contemplated. In this paper, we study to lessen organize activity fetched for a Map Reduce work by outlining a novel middle of the road information segment conspire. Besides, we together consider the aggregator position issue, where every aggregator can decrease consolidated activity from various guide assignments. A decay based conveyed calculation is proposed to manage the vast scale enhancement issue for enormous information application and an online calculation is likewise intended to change information parcel and accumulation in a dynamic way. At last, broad recreation comes about exhibit that our recommendations can essentially lessen arrange activity taken a toll under both disconnected and online cases
Authors and Affiliations
Naveen Wali, Dr. Shashikumar D. R
Keywords
Related Articles
- EP ID EP240269
- DOI -
- Views 101
- Downloads 0
Secure and Faster Key Management of Elliptical Curve Cryptography in Vanets
Vehicular ad hoc networks (VANETs) use many types of cryptographic approaches for the security of messages during communication. Elliptical Curve Cryptography (ECC) is one of them and best among all other techniques, bec...
THE SELECTION OF INFORMATIVE FEATURES
At present the most popular criteria of informative heuristic criteria are associated with the estimation of separability given classes and based on the fundamental pattern recognition compactness hypothesis: with an inc...
TO STUDY & ANALYZE THE IMPACT OF CLOUD COMPUTING TECHNOLOGY ON ENTERPRISES PRODUCTIVITY, COST AND SECURITIES IN INDIA
The Concept Of Cloud Computing Is Latest In India For The Enterprises. As An Outcome, Numerous Enterprises Are Still Puzzled To Accept And Execute It. Cloud Computing Is The Computation Of Saas And Utility Computing. It...
A FRAMEWORK FOR KEEPING DATA SAFE IN CLOUD TRANSMISSIONS
Cloud Computing is the generation architecture of Entreprises. The data is transferred between the client and server in cloud computing. Cloud computing contrasts traditional solutions with logical and physical controls....
Database Migration Analysis for Data Assurance Using D2Loader
Data migration process can take place in different forms such as moving data, application or business elements from an organization's onsite computer to the cloud, vice-versa or between two cloud environments. There are...