Now showing items 1-2 of 2

    • Locality-aware and load-balanced static task scheduling for MapReduce 

      Selvitopu, Oğuz; Demirci, Gündüz Vehbi; Türk, Ata; Aykanat, Cevdet (Elsevier, 2018)
      Task scheduling for MapReduce jobs has been an active area of research with the objective of decreasing the amount of data transferred during the shuffle phase via exploiting data locality. In the literature, generally ...
    • Parallelization of Sparse Matrix Kernels for big data applications 

      Selvitopu, Oğuz; Akbudak, Kadir; Aykanat, Cevdet (Springer, 2016)
      Analysis of big data on large-scale distributed systems often necessitates efficient parallel graph algorithms that are used to explore the relationships between individual components. Graph algorithms use the basic adjacency ...