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By the inherent nature of solving enormous number of problems with the concurrent execution, parallel process methods grow to be a popular technique. The challenges of parallel co mputing are dealing with the computing resources for the number of tasks and complexity, dependency, resource starvation, load balancing and efficiency. In this paper, the brief discussion about the parallel co mputation is carried out, and numerous performance issues are also discovered as an open issue. The riskdoi:10.5815/ijisa.2016.08.04 fatcat:6pfkz5ljyjg2pgdmiujortih44