Executing a map reduce sequence may comprise executing all jobs in the sequence by a
collection of a plurality of processes with each process running zero or more mappers …

Various embodiments provide techniques for working with large-scale collections of data
pertaining to real world systems, such as a social network, a roadmap/GPS system, etc. The …

(57) ABSTRACT A pipelined processor comprising a cache memory system, fetching
instructions for execution from a portion of said cache memory system, an instruction …

The use of statistics collected during the parallel distributed execution of the tasks of a job
may be used to optimize the performance of the task or similar recurring tasks. An execution …

BACKGROUND The present invention relates to cloud computing, and in particular to
computing resource allocation in cloud comput ing. In most modern enterprises analyzing …

At least one benchmark is determined. The at least one benchmark is run on first and
second computing platforms to generate platform profiles. Based on the generated platform …

(57) ABSTRACT A job profile includes characteristics of a job to be executed, where the
characteristics of the job profile relate to map tasks and reduce tasks of the job, and where …

Bhatotia et al.,“Incoop: MapReduce for Incremental Computations'. retrieved on Nov. 22,
2012 at<< http://www. mpi-Sws. org/~ rodrigo/socc11-incoop. pdf>. In ACM SOCC, Oct …

Described herein are methods, systems, apparatuses and products for adaptive parallel
data processing. An aspect pro vides providing a map phase in which at least one map func …

Techniques herein are for fast processing of path-finding queries in large graph databases.
A computer system receives a graph search request to find a set of result paths between one …