Recent Trends in Parallel Computing
Volume 1, Issue 1 (2014)
Published
Table of contents
-
Parallelizing Apriori Algorithm using Open MP
Abstract: An Association rule mining used for finding frequent item sets thus generating rules from the frequent item sets. Finding frequent itemsets is more expensive in terms of CPU power and computing resources utilization. Apriori Algorithm is used for high dimensionality on massively large data sets. Parallelism reduces the time required for serial processing. Parallel computing can be applied for mining of association rules. Parallel apriori algorithm focus on parallelizing the …
Published in Recent Trends in Parallel Computing · Vol. 1, Issue 1, 2014 · pp. 1–5 Read article
-
Static Load Balancing Scheduling for Multiprocessing System
Abstract: Multiprocessing is the coordinated processing of programs by more than one computer processor. Multiprocessing simply means putting multiple processors in one system in order to speed up computation. This paper talks about the static load balancing scheduling algorithm for the multiprocessing system. In this different tasks are statically assigned to different processors for efficient utilization of each processor in the system. In this a new term “Gap” has been added …
Published in Recent Trends in Parallel Computing · Vol. 1, Issue 1, 2014 · pp. 11–14 Read article
-
Ant Colony Optimization in Cloud for Load Balancing
Abstract: There is an increase in the demand of cloud these days, as more and more people are looking for virtual storage of data rather than investing in physical storage. Cloud has many advantages like it focuses on maximizing the effectiveness of the shared resources. Cloud resources are shared by multiple users and these resources are dynamically allocated as per the demand. One of the major issues faced by cloud computing …
Published in Recent Trends in Parallel Computing · Vol. 1, Issue 1, 2014 · pp. 6–10 Read article