Query Bound Application Offloading: Approach Towards Increase Performance of Big Data Computing
Rishikesh Salunkhe, Naveen.Jaykumar · Journal of Emerging Technologies and Innovative Research · 2016
An offloading framework is used to offload source code among server and it’s clients. Source code mainly distributed to I/O node and data node. The offloading mechanism assigns I/O bound and data bound modules to respective I/O node and data node. Data transmission decreased by offloading framework by partition I/O bound and data intensive applications. This system deals with data sharing over a client server application and offloading of executable code[2]. This approach improves performance of the communication between two systems and this performance is evaluated by implementing offloading framework on client server application. By executing five real time applications on heterogeneous and homogeneous environment, we get results which show that offloading framework increases overall system performance by factor upto 90.1% with 75.5% average. Also this testing shows that an offloading framework reduces network load introduced by client server application by factor between 35 and 68.