NDLI: A Bio-inspired Method for Distributed Deployment of Services

Content Provider	Springer Nature Link
Author	Csorba, Máté J. Meling, Hein Heegaard, Poul E.
Copyright Year	2011
Abstract	We look at the well-known problem of allocating software components to compute resources (nodes) in a network, given resource constraints on the infrastructure and the quality of service requirements of the components to be allocated to nodes. This problem has many twists and angles, and has been studied extensively in the literature. Solving it is particularly problematic when there is extensive dynamism and scale involved. Typically, heuristics are needed.In this paper, we present a new breed of heuristics for solving this problem. The distinguishing feature of our approach is a decentralized optimization framework aimed at finding near optimal mappings within reasonable time and for large scale. Three different incarnations of the problem are explored through simulations. For one problem instance, we also provide exact solutions, and show that our technique is able to find near optimal solutions with low variance. In the largest example, a public-private cloud computing scenario is used, where different clouds are associated with financial costs, and we show that our approach is capable of balancing the load as expected for such a scenario.
Starting Page	185
Ending Page	222
Page Count	38
File Format	PDF
ISSN	02883635
Journal	New Generation Computing
Volume Number	29
Issue Number	2
e-ISSN	18827055
Language	English
Publisher	Verlag Omsha Tokio
Publisher Date	2011-05-20
Publisher Place	Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Service Deployment Biologically-inspired Systems Decentralized Optimization Artificial Intelligence (incl. Robotics) Computing Methodologies Computer Hardware Computer Systems Organization and Communication Networks Software Engineering/Programming and Operating Systems
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Computer Networks and Communications Software Hardware and Architecture

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