Energy efficient genetic-based schedulers in computational grids
نویسندگان
چکیده
1Department of Mathematics and Computer Science, University of Bielsko-Biała, ul. Willowa 2, 43-309 Bielsko-Biała, Poland 2Department of Electrical and Computer Engineering, North Dakota State University, Fargo, ND, 58108–5060, USA 3Center for Earth Observation and Digital Earth, Chinese Academy of Sciences, China 4School of Information Technologies, University of Sydney, Sydney, NSW 2006, Australia
منابع مشابه
Genetic Algorithm Based Schedulers for Grid Computing Systems
In this paper we present Genetic Algorithms (GAs) based schedulers for efficiently allocating jobs to resources in a Grid system. Scheduling is a key problem in emergent computational systems, such as Grid and P2P, in order to benefit from the large computing capacity of such systems. We present an extensive study on the usefulness of GAs for designing efficient Grid schedulers when makespan an...
متن کاملArtificial Neural Network support to monitoring of the evolutionary driven security aware scheduling in computational distributed environments
Monitoring of the system performance in highly distributed computing environments is a wide research area. In cloud and grid computing, it is usually restricted to the utilization and reliability of the resources. However, in today’s Computational Grids (CGs) and Clouds (CCs), the end users may define the special personal requirements and preferences in the resource and service selection, servi...
متن کاملComputational models and heuristic methods for Grid scheduling problems
In this paper we survey computational models for Grid scheduling problems and their resolution using heuristic and meta-heuristic approaches. Scheduling problems are at the heart of any Grid-like computational system. Different types of scheduling based on different criteria, such as static versus dynamic environment,multi-objectivity, adaptivity, etc., are identified. Then, heuristic andmeta-h...
متن کاملMeta-heuristics for Grid Scheduling Problems
In this chapter, we review a few important concepts from Grid computing related to scheduling problems and their resolution using heuristic and meta-heuristic approaches. Scheduling problems are at the heart of any Grid-like computational system. Different types of scheduling based on different criteria, such as static vs. dynamic environment, multi-objectivity, adaptivity, etc., are identified...
متن کاملNature Inspired Schedulers in Computational Grids
ARTICLE 1. Introduction Computational Grids (CGs) are a natural extension of classical distributed systems. CGs are expected to leverage unprecedented larger computing capacities by virtually joining together geographically distributed resources at large scale. To achieve this objective, the design of ecient Grid schedulers that map and allocate tasks and applications onto Grid resources is a k...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Concurrency and Computation: Practice and Experience
دوره 27 شماره
صفحات -
تاریخ انتشار 2015