Sim, Kwang Mong, Gutierrez-Garcia, J. Octavio (2013) Agent-based Cloud service composition. Applied Intelligence, 38 (3). pp. 436-464. ISSN 0924-669X. E-ISSN 1573-7497. (doi:10.1007/s10489-012-0380-x) (KAR id:32021)
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Official URL: http://dx.doi.org/10.1007/s10489-012-0380-x |
Abstract
Service composition in multi-Cloud environments
must coordinate self-interested participants, automate
service selection, (re)configure distributed services, and deal
with incomplete information about Cloud providers and
their services. This work proposes an agent-based approach
to compose services in multi-Cloud environments for different
types of Cloud services: one-time virtualized services,
e.g., processing a rendering job, persistent virtualized services,
e.g., infrastructure-as-a-service scenarios, vertical services,
e.g., integrating homogenous services, and horizontal
services, e.g., integrating heterogeneous services. Agents
are endowed with a semi-recursive contract net protocol and
service capability tables (information catalogs about Cloud
participants) to compose services based on consumer requirements.
Empirical results obtained from an agent-based
testbed show that agents in this work can: successfully compose
services to satisfy service requirements, autonomously
select services based on dynamic fees, effectively cope with
constantly changing consumers’ service needs that trigger
updates, and compose services in multiple Clouds even with
incomplete information about Cloud participants.
Item Type: | Article |
---|---|
DOI/Identification number: | 10.1007/s10489-012-0380-x |
Uncontrolled keywords: | Agent-based Cloud computing · Autonomous agents · Cloud computing · Cloud resource management · Cloud service composition · Multiagent systems |
Subjects: |
Q Science > Q Science (General) > Q335 Artificial intelligence Q Science > QA Mathematics (inc Computing science) > QA 75 Electronic computers. Computer science |
Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing |
Depositing User: | Kwang Mong Sim |
Date Deposited: | 29 Oct 2012 14:56 UTC |
Last Modified: | 05 Nov 2024 10:14 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/32021 (The current URI for this page, for reference purposes) |
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