Today, big data is generated from many sources and there is a huge demand for storing, managing, processing, and querying on big data. The MapReduce model and its counterpart open source implementation Hadoop, has proven itself as the de facto solution to big data processing. Hadoop is inherently designed for ...Download Now
Although Ant Colony Systems (ACS) have gained much attention in last two decades but slow execution and convergence speed are still two challenges for these meta-heuristic algorithms. Many parallel implementations have been proposed for faster execution. However, most of available implementations use coarse-grained synchronization mechanisms that are not efficient and ...Download Now
Using progressive methods to achieve better results can work as a crucial factor to improve performance. The use of such techniques makes it possible for an organization to change course whenever there is a change in circumstances, aim for a faster growth in some aspects, or slow down in others. ...Download Now
Task scheduling problem in heterogeneous systems is the process of allocating tasks of an application to heterogeneous processors interconnected by high-speed networks, so that minimizing the finishing time of application as much as possible. Tasks are processing units of application and have precedence constrained, communication and also, are presented by ...Download Now
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