Concepedia

Parallel Performance Optimization

Parallel Performance Optimization is a methodological framework within parallel computing that systematically enhances the efficiency and scalability of parallel algorithms by minimizing execution time, resource contention, and communication overhead through targeted modifications to task decomposition, load balancing, and data distribution strategies.

883

Publications

36.2K

Citations

2.6K

Authors

689

Institutions

Publications per year

2017–2026

122

Parents

Publications

883

Dask: Parallel Computation with Blocked algorithms and Task Scheduling

Matthew Rocklin · Proceedings of the Python in Science Conferences · 2015 · 810 citations · Full text

, , +17

Cilk: An Efficient Multithreaded Runtime System

Robert D. Blumofe, Christopher F. Joerg, Bradley C. Kuszmaul et al. · Journal of Parallel and Distributed Computing · 1996 · 780 citations · Full text

, , +17

Programming Massively Parallel Processors. A Hands-on Approach

Jie Cheng · Scalable Computing Practice and Experience · 2010 · 657 citations

, , +17

Sparrow

Kay Ousterhout, Patrick Wendell, Matei Zaharia et al. · 2013 · 582 citations · Full text

, , +15

GraphLab: A New Framework For Parallel Machine Learning

Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola et al. · arXiv (Cornell University) · 2014 · 441 citations · Full text

, , +16

1–5 of 883

Authors

2.6K

  1. AC
    Alok Choudhary

    Northwestern University, United States

    12 publications · 334 citations

    12

    h-index

  2. PS
    P. Sadayappan

    The Ohio State University, United States

    11 publications · 955 citations

    11

    h-index

  3. AL
    Alexey Lastovetsky

    University College Dublin, Ireland

    9 publications · 305 citations

    9

    h-index

  4. LV
    Laxmikant V. Kalé

    University of Illinois Urbana-Champaign, United States

    8 publications · 422 citations

    8

    h-index

  5. IF
    Ian Foster

    Argonne National Laboratory, United States

    7 publications · 186 citations

    7

    h-index

1–5 of 2.6K

Institutions

689

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    20 h-index

    95 publications

    5.8K citations

  2. Argonne National Laboratory

    Lemont, United States

    19 h-index

    61 publications

    1.6K citations

  3. Microsoft (United States)

    Redmond, United States

    17 h-index

    45 publications

    6.5K citations

  4. Intel (United States)

    Santa Clara, United States

    17 h-index

    55 publications

    1.8K citations

  5. IBM (United States)

    Armonk, United States

    16 h-index

    55 publications

    3.1K citations

  6. University of Maryland, College Park

    College Park, United States

    15 h-index

    45 publications

    2.1K citations

  7. The Ohio State University

    Columbus, United States

    15 h-index

    66 publications

    5.1K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    15 h-index

    42 publications

    5.1K citations

1–8 of 689

Venues

  1. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 43 publications · 1.6K citations

    25

    h-index

  2. ACM SIGPLAN Notices

    16 publications · 714 citations

    14

    h-index

  3. 13

    h-index

  4. Journal of Parallel and Distributed Computing

    13 publications · 1.8K citations

    12

    h-index

  5. Parallel Computing

    11 publications · 488 citations

    11

    h-index

1–5