Min_c: Heterogeneous concentration policy for energy-aware scheduling of jobs with resource contention
- Authors: Armenta-Cano F.A.1, Tchernykh A.1, Cortes-Mendoza J.M.1, Yahyapour R.2, Drozdov A.Y.3, Bouvry P.4, Kliazovich D.4, Avetisyan A.5, Nesmachnow S.6
- 
							Affiliations: 
							- CICESE Research Center
- University of Gottingen
- Moscow Institute of Physics and Technology
- University of Luxembourg
- ISP RAS
- Universidad de la Republica
 
- Issue: Vol 43, No 3 (2017)
- Pages: 204-215
- Section: Article
- URL: https://journals.rcsi.science/0361-7688/article/view/176511
- DOI: https://doi.org/10.1134/S0361768817030021
- ID: 176511
Cite item
Abstract
In this paper, we address energy-aware online scheduling of jobs with resource contention. We propose an optimization model and present new approach to resource allocation with job concentration taking into account types of applications and heterogeneous workloads that could include CPU-intensive, diskintensive, I/O-intensive, memory-intensive, network-intensive, and other applications. When jobs of one type are allocated to the same resource, they may create a bottleneck and resource contention either in CPU, memory, disk or network. It may result in degradation of the system performance and increasing energy consumption. We focus on energy characteristics of applications, and show that an intelligent allocation strategy can further improve energy consumption compared with traditional approaches. We propose heterogeneous job consolidation algorithms and validate them by conducting a performance evaluation study using the Cloud Sim toolkit under different scenarios and real data. We analyze several scheduling algorithms depending on the type and amount of information they require.
About the authors
F. A. Armenta-Cano
CICESE Research Center
							Author for correspondence.
							Email: armentac@cicese.edu.mx
				                					                																			                												                	Mexico, 							Ensenada						
A. Tchernykh
CICESE Research Center
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Mexico, 							Ensenada						
J. M. Cortes-Mendoza
CICESE Research Center
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Mexico, 							Ensenada						
R. Yahyapour
University of Gottingen
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Germany, 							Gottingen						
A. Yu. Drozdov
Moscow Institute of Physics and Technology
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Russian Federation, 							Moscow						
P. Bouvry
University of Luxembourg
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Luxembourg, 							Luxembourg						
D. Kliazovich
University of Luxembourg
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Luxembourg, 							Luxembourg						
A. Avetisyan
ISP RAS
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Russian Federation, 							Moscow						
S. Nesmachnow
Universidad de la Republica
														Email: armentac@cicese.edu.mx
				                					                																			                												                	Uruguay, 							Montevideo						
Supplementary files
 
				
			 
					 
						 
						 
						 
						 
				 
  
  
  
  
  Email this article
			Email this article  Open Access
		                                Open Access Access granted
						Access granted Subscription Access
		                                		                                        Subscription Access
		                                					