Concepedia

Partition Optimization

Partition Optimization is a methodological framework within data partitioning that systematically enhances the efficiency, scalability, and performance of distributed data processing by determining optimal criteria and configurations for dividing datasets into subsets according to specific computational and storage objectives.

207

Publications

9.4K

Citations

618

Authors

293

Institutions

Publications per year

2017–2026

60

Parents

Publications

207

Multilevel <i>k</i> -way hypergraph partitioning

George Karypis, Vipin Kumar · 1999 · 384 citations

, , +15

User-Based Collaborative-Filtering Recommendation Algorithms on Hadoop

Zhi-Dan Zhao, Mingsheng Shang · 2010 · 362 citations

, , +15

An algorithm for optimal partitioning of data on an interval

IEEE Signal Processing Letters · 2005 · 337 citations · Full text

, , +16

Multilevel <i>k</i>‐way Hypergraph Partitioning

George Karypis, Vipin Kumar · VLSI design · 1999 · 258 citations · Full text

, , +15

Anonymization of set-valued data via top-down, local generalization

Yeye He, Jeffrey F. Naughton · Proceedings of the VLDB Endowment · 2009 · 213 citations

, , +17

1–5 of 207

Authors

618

  1. YZ
    Yanchun Zhang

    Victoria University, Australia

    3 publications · 98 citations

    3

    h-index

  2. GK
    George Karypis

    University of Minnesota, United States

    3 publications · 849 citations

    3

    h-index

  3. SM
    Scott Mahlke

    University of Michigan, United States

    3 publications · 132 citations

    3

    h-index

  4. DD
    Dong Deng

    Tsinghua University, China

    3 publications · 228 citations

    3

    h-index

  5. JW
    Jiannan Wang

    Tsinghua University, China

    3 publications · 242 citations

    3

    h-index

1–5 of 618

Institutions

293

  1. Tsinghua University

    Beijing, China

    5 h-index

    17 publications

    1K citations

  2. University of Minnesota

    Minneapolis, United States

    5 h-index

    9 publications

    2K citations

  3. Columbia University

    New York, United States

    4 h-index

    6 publications

    171 citations

  4. Southeast University

    Nanjing, China

    4 h-index

    15 publications

    375 citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    4 h-index

    13 publications

    341 citations

  6. National University of Defense Technology

    Changsha, China

    4 h-index

    8 publications

    330 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    8 publications

    343 citations

  8. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    7 publications

    244 citations

1–8 of 293

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 6 publications · 522 citations

    6

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 5 publications · 274 citations

    5

    h-index

  3. Information Sciences

    4 publications · 68 citations

    4

    h-index

  4. Future Generation Computer Systems

    FGCS · 3 publications · 115 citations

    3

    h-index

  5. IEEE Transactions on Software Engineering

    TSE · 3 publications · 184 citations

    3

    h-index

1–5