Resource Scheduling Strategy for Spark in Co-allocated Data Centers

Resource-Aware Scheduling for Data Centers with Heterogenous Servers

This paper presents an algorithm for resource-aware scheduling of computational jobs in a large-scale heterogeneous data center. The algorithm aims to allocate different machine configurations to job classes to attain an efficient mapping between job resource request profiles and machine resource capacity profiles. We propose a three-stage algorithm. The first stage uses a queueing model that t...

A New Job Scheduling in Data Grid Environment Based on Data and Computational Resource Availability

Data Grid is an infrastructure that controls huge amount of data files, and provides intensive computational resources across geographically distributed collaboration. The heterogeneity and geographic dispersion of grid resources and applications place some complex problems such as job scheduling. Most existing scheduling algorithms in Grids only focus on one kind of Grid jobs which can be data...

PIASA: A power and interference aware resource management strategy for heterogeneous workloads in cloud data centers

Effective Resource Management for Virtualized Data centers

Time and Technology has its significance made us to think and switching from classical to modern era of Information technology. If we look forward to the best of the Industrial world where Technology is the use of Information technology organization especially service based organization, provides a solution telling so and so high approaches. But we know the crackers and hackers may be ethical o...

Energy Aware Resource Management of Cloud Data Centers

Cloud Computing, the long-held dream of computing as a utility, has the potential to transform a large part of the IT industry, making software even more attractive as a service and shaping the way IT hardware is designed and purchased. Virtualization technology forms a key concept for new cloud computing architectures. The data centers are used to provide cloud services burdening a significant...