Utility-Based Decision Making for Migrating Cloud-Based Applications

被引：9

作者：

Saez, Santiago Gomez ^{[1
]}

Andrikopoulos, Vasilios ^{[2
]}

Bitsaki, Marina ^{[3
]}

Leymann, Frank ^{[1
]}

van Hoorn, Andre ^{[4
]}

机构：

[1] Univ Stuttgart, IAAS, Stuttgart, Germany

[2] Univ Groningen, Dept Software Engn, Groningen, Netherlands

[3] Univ Crete, Dept Comp Sci, Iraklion, Greece

[4] Univ Stuttgart, Reliable Software Syst Res Grp, Inst Software Technol, Stuttgart, Germany

来源：

ACM TRANSACTIONS ON INTERNET TECHNOLOGY | 2018年 / 18卷 / 02期

关键词：

Cloud application topologies; cloud services selection; utility theory; decision making;

D O I：

10.1145/3140545

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Nowadays, cloud providers offer a broad catalog of services for migrating and distributing applications in the cloud. However, the existence of a wide spectrum of cloud services has become a challenge for deciding where to host applications, as these vary in performance and cost. This work addresses such a challenge, and provides a utility-based decision support model and method that evaluates and ranks during design time potential application distributions spanned among heterogeneous cloud services. The utility model is evaluated using the MediaWiki (Wikipedia) application, and shows an improved efficiency for selecting cloud services in comparison to other decision making approaches.

引用

页数：22

共 50 条

[1] Migrating Web Applications to Clouds with Cloud-based MVC Framework
Lin, Jyhjong
Lin, Lendy Chaoyu
Huang, Shiche
[J]. 2016 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C), 2016, : 1039 - 1042
[2] Utility-based decision-making in wireless sensor networks
Byers, J
Nasser, G
[J]. MOBIHOC: 2000 FIRST ANNUAL WORKSHOP ON MOBILE AND AD HOC NETWORKING AND COMPUTING, 2000, : 143 - 144
[3] Utility-Based Smartphone Energy Consumption Optimization for Cloud-Based and On-Device Application Uses
Al-athwari, Baseem
Altmann, Joern
[J]. ECONOMICS OF GRIDS, CLOUDS, SYSTEMS, AND SERVICES, GECON 2015, 2016, 9512 : 164 - 175
[4] An adaptive framework for utility-based optimization of scientific applications in the cloud
Koehler M.
[J]. Journal of Cloud Computing, 3 (1)
[5] Cloud-Based Decision Making in Water Distribution Systems
Arango, I. Montalvo
Izquierdo, J. S.
Campbell, E. O. G.
Perez-Garcia, R.
[J]. 16TH WATER DISTRIBUTION SYSTEM ANALYSIS CONFERENCE (WDSA2014): URBAN WATER HYDROINFORMATICS AND STRATEGIC PLANNING, 2014, 89 : 488 - 494
[6] Towards Cloud-based Decision Support Platform for Group Decision Making
Nouh, Mariam
Hadhrawi, Mohammad
Sanchez, Abel
Alfaris, Anas
[J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 50 - 55
[7] Utility-based models and decision making problems for selected network processes
Jozefczyk, Jerzy
Gasior, Dariusz
[J]. KYBERNETES, 2015, 44 (6-7) : 1107 - 1121
[8] Evaluating the Effect of Utility-based Decision Making in Collective Adaptive Systems
Andrikopoulos, Vasilios
Bitsaki, Marina
Saez, Santiago Gomez
Hahn, Michael
Karastoyanova, Dimka
Koutras, Giorgos
Psycharaki, Alina
[J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE, VOL 2 (CLOSER), 2016, : 39 - 47
[9] Aggregation of utility-based individual preferences for group decision-making
Huang, Yeu-Shiang
Chang, Wei-Chen
Li, Wei-Hao
Lin, Zu-Liang
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 229 (02) : 462 - 469
[10] Effects of communication and utility-based decision making in a simple model of evacuation
M. Smyrnakis
T. Galla
[J]. The European Physical Journal B, 2012, 85

← 1 2 3 4 5 →