DocumentCode
301103
Title
Parallel and distributed meldable priority queues based on binomial heaps
Author
Crupi, Vincenzo A. ; Das, Sajal K. ; Pinotti, M. Cristina
Author_Institution
Istituto di Elaborazione dell´´Inf., CNR, Pisa, Italy
Volume
1
fYear
1996
fDate
12-16 Aug 1996
Firstpage
255
Abstract
On the parallel random access machine (PRAM) models, we present an optimal implementation of a meldable priority queue based on the binomial heap data structure. Doubly logarithmic time, cost-optimal algorithms are proposed on the EREW PRAM model for such queue-operations as Insert, Min, Extract-Min, and Union (often called melding). Our Union algorithm exploits its natural similarity with the problem of adding two binary integers. Two other operations, Change-Key and Delete, are also solved optimally on the CREW PRAM model and their amortized complexity is analyzed. The algorithm for Delete operation uses tricks for postponing the global effect of a node deletion. Additionally, we present an implementation of a distributed meldable priority queue on, the single-port hypercube model. Adopting a b-bandwidth binomial heap as the underlying data structure and a mapping which minimizes the amount of data movement among the processors when two binomial trees are melded, the hypercube algorithm, attains a nearly optimal amortized speed-up for the Insert, Extract-Min and Union operations
Keywords
hypercube networks; parallel algorithms; queueing theory; Change-Key; Delete; Delete operation; Union algorithm; amortized complexity; b-bandwidth binomial heap; binomial heaps; cost-optimal algorithms; distributed meldable priority queues; parallel random access machine; queue-operations; single-port hypercube model; underlying data structure; Algorithm design and analysis; Costs; Data mining; Data structures; Hypercubes; Parallel algorithms; Phase change random access memory; Tree data structures; Upper bound; Vegetation mapping;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel Processing, 1996. Vol.3. Software., Proceedings of the 1996 International Conference on
Conference_Location
Ithaca, NY
ISSN
0190-3918
Print_ISBN
0-8186-7623-X
Type
conf
DOI
10.1109/ICPP.1996.537167
Filename
537167
Link To Document