Concepedia

In-memory Distributed Computation

In-Memory Distributed Computation is a distributed data processing paradigm in which computational tasks are executed across a cluster of interconnected nodes that primarily store and manipulate data in main memory, thereby distinguishing itself from disk-based approaches through its emphasis on low-latency access and high-throughput processing of large-scale datasets.

53

Publications

6.4K

Citations

231

Authors

83

Institutions

Publications per year

2017–2026

21

Parents

Publications

53

Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das et al. · 2012 · 3.6K citations

, , +15

Shark

Reynold Xin, Josh Rosen, Matei Zaharia et al. · 2013 · 374 citations

, , +17

Processing data where it makes sense: Enabling in-memory computation

Onur Mutlu, Saugata Ghose, Juan Gómez-Luna et al. · Microprocessors and Microsystems · 2019 · 273 citations · Full text

, , +11

FaSST: fast, scalable and simple distributed transactions with two-sided (RDMA) datagram RPCs

Anuj Kalia, Michael Kaminsky, David G. Andersen · Operating Systems Design and Implementation · 2016 · 224 citations

, , +12

Big Data Analytics in the Cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf

Jorge Luis Reyes-Ortiz, Luca Oneto, Davide Anguita · Procedia Computer Science · 2015 · 192 citations · Full text

, , +17

1–5 of 53

Authors

231

  1. MJ
    Michael J. Franklin

    University of California, Berkeley, United States

    4 publications · 4.1K citations

    4

    h-index

  2. IS
    Ion Stoica

    University of California, Berkeley, United States

    3 publications · 4.1K citations

    3

    h-index

  3. SS
    Scott Shenker

    University of California, Berkeley, United States

    3 publications · 4.1K citations

    3

    h-index

  4. MZ
    Matei Zaharia

    Stanford University, United States

    3 publications · 4.1K citations

    3

    h-index

  5. PY
    Paraskevas Yiapanis

    University of Manchester, United Kingdom

    2 publications · 76 citations

    2

    h-index

1–5 of 231

Institutions

83

  1. University of California, Berkeley

    Berkeley, United States

    4 h-index

    23 publications

    35.4K citations

  2. The Ohio State University

    Columbus, United States

    2 h-index

    11 publications

    567 citations

  3. University of Manchester

    Manchester, United Kingdom

    2 h-index

    9 publications

    366 citations

  4. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    2 h-index

    13 publications

    534 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    692 citations

  6. University of California San Diego

    San Diego, United States

    2 h-index

    4 publications

    69 citations

  7. Intel (United States)

    Santa Clara, United States

    2 h-index

    2 publications

    249 citations

  8. ETH Zurich

    Zurich, Switzerland

    2 h-index

    3 publications

    585 citations

1–8 of 83

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 3 publications · 248 citations

    3

    h-index

  2. Operating Systems Design and Implementation

    Conference · 1 publications · 224 citations

    1

    h-index

  3. 1

    h-index

  4. Computer

    1 publications · 21 citations

    1

    h-index

  5. Journal of Parallel and Distributed Computing

    1 publications · 19 citations

    1

    h-index

1–5