Concepedia

Serverless Analytics

Serverless Analytics is a cloud-based data processing paradigm that enables the execution of analytical workloads without requiring users to manage underlying server infrastructure, distinguishing it from traditional analytics models by abstracting server provisioning and scaling through event-driven, pay-per-use execution.

27

Publications

1.3K

Citations

125

Authors

47

Institutions

Publications per year

2017–2026

27

Parents

Publications

27

A Serverless Real-Time Data Analytics Platform for Edge Computing

Stefan Nastić, Thomas Rausch, Ognjen Šćekić et al. · IEEE Internet Computing · 2017 · 224 citations

, , +17

Pocket: elastic ephemeral storage for serverless analytics

Ana Klimovic, Yawen Wang, Patrick Stuedi et al. · Operating Systems Design and Implementation · 2018 · 159 citations

, , +17

Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure

Ingo Müller, Renato Marroquín, Gustavo Alonso · 2020 · 130 citations · Full text

, , +17

Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure

Qifan Pu, Shivaram Venkataraman, Ion Stoica · Networked Systems Design and Implementation · 2019 · 114 citations

, , +14

Serverless Data Analytics in the IBM Cloud

Josep Sampé, Gil Vernik, Marc Sánchez‐Artigas et al. · 2018 · 85 citations

, , +17

1–5 of 27

Authors

125

  1. CK
    Christos Kozyrakis

    Stanford University, United States

    3 publications · 236 citations

    3

    h-index

  2. IS
    Ion Stoica

    University of California, Berkeley, United States

    3 publications · 177 citations

    3

    h-index

  3. RC
    Robert Cordingly

    University of Washington Tacoma, United States

    2 publications · 64 citations

    2

    h-index

  4. JJ
    Jananie Jarachanthan

    University of Louisiana at Lafayette, United States

    2 publications · 36 citations

    2

    h-index

  5. GV
    Gil Vernik

    IBM Research - Haifa, Israel

    2 publications · 98 citations

    2

    h-index

1–5 of 125

Institutions

47

  1. Stanford University

    Stanford, United States

    3 h-index

    10 publications

    725 citations

  2. Berkeley College

    New York, United States

    3 h-index

    5 publications

    314 citations

  3. University of California, Berkeley

    Berkeley, United States

    3 h-index

    5 publications

    314 citations

  4. East China Normal University

    Shanghai, China

    2 h-index

    2 publications

    36 citations

  5. IBM Research - Haifa

    Haifa, Israel

    2 h-index

    4 publications

    136 citations

  6. University of Washington Tacoma

    Tacoma, United States

    2 h-index

    11 publications

    302 citations

  7. University of Louisiana at Lafayette

    Lafayette, United States

    2 h-index

    4 publications

    72 citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    36 citations

1–8 of 47

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 64 citations

    4

    h-index

  2. Networked Systems Design and Implementation

    Conference · 2 publications · 137 citations

    2

    h-index

  3. Data & Policy

    1 publications · 17 citations

    1

    h-index

  4. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 1 publications · 24 citations

    1

    h-index

  5. 2019 Global Conference for Advancement in Technology (GCAT)

    Conference · 1 publications · 16 citations

    1

    h-index

1–5