Concepedia

Workload Management

Workload Management is a system-level mechanism within data lakehouse architecture that governs the allocation, scheduling, and prioritization of computational resources to concurrent data processing tasks to ensure performance isolation, quality of service, and efficient resource utilization.

559

Publications

23.8K

Citations

4.9K

Authors

864

Institutions

Publications per year

2017–2026

165

Parents

Publications

559

The Case for Evaluating MapReduce Performance Using Workload Suites

Yanpei Chen, Archana Ganapathi, Rean Griffith et al. · 2011 · 433 citations

, , +17

Renewable and cooling aware workload management for sustainable data centers

Zhenhua Liu, Yuan Chen, Cullen Bash et al. · 2012 · 410 citations

, , +16

Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing

Jie Xu, Lixing Chen, Shaolei Ren · IEEE Transactions on Cognitive Communications and Networking · 2017 · 380 citations

, , +17

Towards characterizing cloud backend workloads

Asit Mishra, Joseph L. Hellerstein, Walfredo Cirne et al. · ACM SIGMETRICS Performance Evaluation Review · 2010 · 378 citations

, , +17

Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning

Archana Ganapathi, Harumi Kuno, Umeshwar Dayal et al. · Proceedings - International Conference on Data Engineering · 2009 · 322 citations

, , +16

1–5 of 559

Authors

4.9K

  1. KD
    K. De

    Brookhaven National Laboratory, United States

    16 publications · 436 citations

    14

    h-index

  2. TM
    T. Maeno

    Brookhaven National Laboratory, United States

    13 publications · 386 citations

    13

    h-index

  3. TW
    T. Wenaus

    European Organization for Nuclear Research, Switzerland

    11 publications · 346 citations

    11

    h-index

  4. AK
    A. Klimentov

    Brookhaven National Laboratory, United States

    11 publications · 285 citations

    11

    h-index

  5. PM
    Patrick Martin

    Queen's University, Canada

    8 publications · 191 citations

    8

    h-index

1–5 of 4.9K

Institutions

864

  1. Hewlett-Packard (United States)

    Palo Alto, United States

    18 h-index

    79 publications

    8.4K citations

  2. Brookhaven National Laboratory

    Upton, United States

    14 h-index

    164 publications

    5.9K citations

  3. The University of Texas at Arlington

    Arlington, United States

    14 h-index

    71 publications

    2.5K citations

  4. University of California, Berkeley

    Berkeley, United States

    13 h-index

    37 publications

    4.6K citations

  5. European Organization for Nuclear Research

    Geneva, Switzerland

    13 h-index

    389 publications

    15.4K citations

  6. IBM (United States)

    Armonk, United States

    12 h-index

    32 publications

    1.1K citations

  7. Universitat Politècnica de Catalunya

    Barcelona, Spain

    11 h-index

    34 publications

    1.5K citations

  8. Queen's University

    Kingston, Canada

    11 h-index

    25 publications

    653 citations

1–8 of 864

Venues

  1. Journal of Physics Conference Series

    27 publications · 822 citations

    16

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 10 publications · 361 citations

    10

    h-index

  3. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 7 publications · 253 citations

    7

    h-index

  4. ACM SIGMETRICS Performance Evaluation Review

    PER · 5 publications · 649 citations

    5

    h-index

  5. IEEE Access

    5 publications · 113 citations

    5

    h-index

1–5