Workload Aware Partitioning and Load Balancing in Cloud Computing
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2015, Vol 3, Issue 3
Abstract
Load Balancing plays a significant role in improving system performance. As cloud is composed of huge servers, load balancing techniques are used to balance load over multiple servers. Workload aware partitioning helps to balance the load in cloud efficiently as it distributes the incoming load as per the type of work. This reduces the response time and thus helps to improve the performance of the system. In this paper, we proposed an algorithm for logical partitioning of resources in cloud and distributing the workload accordingly to avoid overloading of servers. The goal of this approach is to design and develop the concept of load balancing using cloud partitioning by classification of jobs. Thus proposed partitioning algorithm should help in placement of workloads in correct region and balance the overall load effectively.
Authors and Affiliations
Varsha Salunkhe, Prashant Yawalkar
A Machine Learning Model for Clinical Decision Support for Drug Recommendation
Modern machine learning techniques play a very crucial role in dealing with very complex unstructured data that is available in the medical domain. The wide range of applications in this area is capable of changing the...
A Review of Renewable Technology Integration in Historical Buildings
In recent years, decommissioned historic structures have been repurposed for private or public use. Sector consumes over a third of global final energy and create a large amount of CO2. The need to comply with energy con...
Innovative Deep Learning Methods for Precancerous Lesion Detection
With the continuous advancement of socio-economic levels and relentless innovation in modern medical technologies, there's been a significant increase in the importance people place on their physiological health, particu...
A Brief Description on Concrete Technology
Concrete is a composite material comprised of coarse rock connected along with liquid concrete that solidifies over the long run and is viewed as the foundation of the structure business. Since the substantial business p...
Mathematical Modeling with Technology
Mathematics is very important for an increasing number of technical jobs in a quantitative world. Over recent years technology has progressed to the point where many computer algebraic systems (CAS) are widely available....