Optimal placement of replicas in trees with read, write, and storage costs

Citation
K. Kalpakis et al., Optimal placement of replicas in trees with read, write, and storage costs, IEEE PARALL, 12(6), 2001, pp. 628-637
Citations number
10
Categorie Soggetti
Computer Science & Engineering
Journal title
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
ISSN journal
10459219 → ACNP
Volume
12
Issue
6
Year of publication
2001
Pages
628 - 637
Database
ISI
SICI code
1045-9219(200106)12:6<628:OPORIT>2.0.ZU;2-B
Abstract
We consider the problem of placing copies of objects in a tree network in o rder to minimize the cost of servicing read and write requests to objects w hen the tree nodes have limited storage and the number of copies permitted is limited. The set of nodes that have a copy of the object is the residenc e set of the object. A node wishing to read the object will read the object from the closest node in the residence set. A node wishing to update the o bject will update the copy of the object at all the nodes in the residence set. Updates are propagated over a certain minimum spanning tree. The cost associated with a residence set equals the cost of servicing all the read a nd write requests and the storage costs for those copies. We describe a O(n (3)p(2))-time algorithm for finding an optimal residence set of size p for an object in a tree with n nodes, taking into consideration the read, write , and storage costs. Furthermore, we describe a O(n(3)p(2)Delta (2)(max))-t ime algorithm for finding a minimum cost normal p-residence set for an obje ct in a tree, this time also taking into account the load imposed by the no des of the tree on the nodes in a residence set and their capacity constrai nts, where Delta (max) is an upper bound on the capacity of each node of th e tree.