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The Journal of Supercomputing

An International Journal of High-Performance Computer Design, Analysis, and Use

The Journal of Supercomputing OnlineFirst articles


Fast Recovery MapReduce (FAR-MR) to accelerate failure recovery in big data applications

Existing Hadoop MapReduce fault tolerance strategy causes the computing jobs suffering from high performance penalty during failure recovery. In this paper, we propose Fast Recovery MapReduce (FAR-MR) to improve MapReduce performance in failure …


Multi-level clustering protocol for load-balanced and scalable clustering in large-scale wireless sensor networks

The advent of wireless sensor networks (WSNs) has revolutionized the field of smart applications. In order to improve the performance of WSNs, refinement of clustering and routing protocols can make a vast difference. Existing classical and …


Towards efficient XML parsing through minimization of JVM parameter space

A significant increase in the usage of Extensible Markup Language (XML) data for various protocols and standards emphasizes the development of efficient XML parsers. For the Java language, the XML DOM parser despite performing in-memory operations …


Analytical Communication Performance Models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms

Data partitioning on heterogeneous HPC platforms is formulated as an optimization problem. The algorithm departs from the communication performance models of the processes representing their speeds and outputs a data tiling that minimizes the …


Wind farm simulations based on a DFIG machine using parallel programming

New computational techniques for simulating a large array of wind turbines are highly needed to model modern electrical grid networks. In this paper, an implementation of a doubly fed induction generator wind turbine model solver is proposed. This …

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The Journal of Supercomputing publishes papers on the technology, architecture and systems, algorithms, languages and programs, performance measures and methods, and applications of all aspects of Supercomputing. Tutorial and survey papers are intended for workers and students in the fields associated with and employing advanced computer systems. The journal also publishes letters to the editor, especially in areas relating to policy, succinct statements of paradoxes, intuitively puzzling results, partial results and real needs.

Published theoretical and practical papers are advanced, in-depth treatments describing new developments and new ideas. Each includes an introduction summarizing prior, directly pertinent work that is useful for the reader to understand, in order to appreciate the advances being described.

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