Workflow Scheduling and Resource Allocation for Cloud-based Execution of Elastic Processes

被引:18
作者
Hoenisch, Philipp [1 ]
Schulte, Stefan [1 ]
Dustdar, Schahram [1 ]
机构
[1] Vienna Univ Technol, Distributed Syst Grp, Vienna, Austria
来源
2013 IEEE SIXTH INTERNATIONAL CONFERENCE ON SERVICE-ORIENTED COMPUTING AND APPLICATIONS (SOCA) | 2013年
关键词
Workflow Scheduling; Elastic Processes; Cloud Computing; Business Process Execution; MANAGEMENT; BUSINESS;
D O I
10.1109/SOCA.2013.44
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Today's extensive business process landscapes make it necessary to handle the execution of a large number of workflows. Especially if workflow steps require the invocation of resource-intensive applications or a large number of applications needs to be carried out concurrently, process owners may have to allocate extensive computational resources, leading to high fixed costs. Instead, process owners could make use of Cloud-based computational resources, dynamically leasing and releasing resources on demand, which could lead to lower costs. In the work at hand, we propose a resource-efficient workflow scheduling algorithm for business processes and Cloud-based computational resources. Through the integration into the Vienna Platform for Elastic Processes and an evaluation, we show the practical applicability and the benefits of our contributions. Specifically, we find that our approach reduces the resource demand if compared with an ad hoc approach.
引用
收藏
页码:1 / 8
页数:8
相关论文
共 37 条
[1]  
Andrikopoulos V, 2013, COMPUTING, V95, P493, DOI 10.1007/s00607-012-0248-2
[2]  
[Anonymous], FUTURE GENERATION CO
[3]  
[Anonymous], 47 HAW INT C SYST SC
[4]  
[Anonymous], P 2011 IEEE INT C SE
[5]  
[Anonymous], 5 INT WORKSH PRINC E
[6]   A View of Cloud Computing [J].
Armbrust, Michael ;
Fox, Armando ;
Griffith, Rean ;
Joseph, Anthony D. ;
Katz, Randy ;
Konwinski, Andy ;
Lee, Gunho ;
Patterson, David ;
Rabkin, Ariel ;
Stoica, Ion ;
Zaharia, Matei .
COMMUNICATIONS OF THE ACM, 2010, 53 (04) :50-58
[7]  
Bessai K., 2012, 2012 IEEE 4th International Conference on Cloud Computing Technology and Science (CloudCom). Proceedings, P496, DOI 10.1109/CloudCom.2012.6427530
[8]  
Buyya R, 2010, LECT NOTES COMPUT SC, V6081, P13
[9]   Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility [J].
Buyya, Rajkumar ;
Yeo, Chee Shin ;
Venugopal, Srikumar ;
Broberg, James ;
Brandic, Ivona .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2009, 25 (06) :599-616
[10]  
Cao Q., 2009, 3rd International Conference on Bioinformatics and Biomedical Engineering, ICBBE 2009, P1, DOI DOI 10.1109/ICBBE.2009.5162336