Concepedia

Performance Tuning

Performance Tuning is the systematic process of identifying, analyzing, and modifying system configurations, resource allocations, or execution behaviors within a computing environment to improve the efficiency, responsiveness, and scalability of database operations, application workflows, or infrastructure services in cloud and distributed systems.

1.6K

Publications

88K

Citations

4.5K

Authors

932

Institutions

Publications per year

2017–2026

430

Parents

Children

Publications

1.6K

Benchmarking optimization software with performance profiles

Elizabeth D. Dolan, Jorge J. Morè · Mathematical Programming · 2002 · 4.4K citations

, , +11

Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures

James Bergstra, Daniel Yamins, David Cox · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · 2013 · 1.6K citations · Full text

, , +15

Hyperparameters and tuning strategies for random forest

Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2019 · 1.5K citations · Full text

, , +12

Empirical parameterization of setup, swash, and runup

Hilary F. Stockdon, R. A. Holman, Peter A. Howd et al. · Coastal Engineering · 2006 · 1.4K citations

, , +10

The Tau Parallel Performance System

Sameer Shende, Allen D. Malony · The International Journal of High Performance Computing Applications · 2006 · 1.2K citations

, , +17

1–5 of 1.6K

Authors

4.5K

  1. JK
    Jeffrey K. Hollingsworth

    University of Maryland, College Park, United States

    18 publications · 980 citations

    16

    h-index

  2. SC
    Surajit Chaudhuri

    Microsoft (United States), United States

    17 publications · 1.5K citations

    15

    h-index

  3. VN
    Vivek Narasayya

    Microsoft (United States), United States

    15 publications · 1.2K citations

    14

    h-index

  4. SB
    Shivnath Babu

    Duke University, United States

    13 publications · 1.2K citations

    13

    h-index

  5. MH
    Mary Hall

    University of Utah, United States

    12 publications · 702 citations

    12

    h-index

1–5 of 4.5K

Institutions

932

  1. IBM (United States)

    Armonk, United States

    32 h-index

    142 publications

    8.5K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    29 h-index

    125 publications

    9.7K citations

  3. Microsoft (United States)

    Redmond, United States

    25 h-index

    112 publications

    6.1K citations

  4. Argonne National Laboratory

    Lemont, United States

    22 h-index

    116 publications

    12.5K citations

  5. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    21 h-index

    43 publications

    3.2K citations

  6. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    21 h-index

    81 publications

    4.1K citations

  7. Lawrence Berkeley National Laboratory

    Berkeley, United States

    21 h-index

    103 publications

    7.9K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    21 h-index

    92 publications

    7.6K citations

1–8 of 932

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 41 publications · 2.2K citations

    25

    h-index

  2. arXiv (Cornell University)

    Repository · 43 publications · 2.9K citations

    21

    h-index

  3. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 20 publications · 1K citations

    16

    h-index

  4. ACM SIGPLAN Notices

    17 publications · 995 citations

    14

    h-index

  5. ACM Transactions on Architecture and Code Optimization

    TACO · 12 publications · 333 citations

    10

    h-index

1–5