Characterizing AFCL Serverless Scientific Workflows in Federated FaaS

被引：3
|
作者：
Hautz, Mika [1 ]
Ristov, Sashko [1 ]
Felderer, Michael [2 ]
机构：
[1] Univ Innsbruck, Comp Sci Dept, Innsbruck, Tyrol, Austria
[2] German Aerosp Ctr DLR, Inst Software Technol, Cologne, Germany
来源：
PROCEEDINGS OF THE 2023 9TH INTERNATIONAL WORKSHOP ON SERVERLESS COMPUTING, WOSC 2023 | 2023年
关键词：
Function-as-a-Service; federation; serverless; scientific workflows;
D O I：
10.1145/3631295.3631397
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper introduces several, publicly available, serverless scientific workflows Montage, BWA, and Monte Carlo developed at a high level of abstraction using the Abstract Function Choreography Language (AFCL). Any individual function can run across federated FaaS comprising cloud regions of AWS and GCP. We present the support for composition with AFCL and execution with the xAFCL serverless workflow management system. For each AFCL workflow, we present implementation details, networking, and complexity. The evaluation of the presented serverless workflows shows that workflow functions download ephemeral data and run computation faster on AWS than on GCP. However, functions on GCP upload faster on the collocated storage.
引用
收藏
页码：24 / 29
页数：6
相关论文
共 50 条
  • [31] FLoX: Federated Learning with FaaS at the Edge
    Kotsehub, Nikita
    Baughman, Matt
    Chard, Ryan
    Hudson, Nathaniel
    Patros, Panos
    Rana, Omer
    Foster, Ian
    Chard, Kyle
    2022 IEEE 18TH INTERNATIONAL CONFERENCE ON E-SCIENCE (ESCIENCE 2022), 2022, : 11 - 20
  • [32] On Realizing Stateful FaaS in Serverless Edge Networks: State Propagation
    Cicconetti, Claudio
    Conti, Marco
    Passarella, Andrea
    2021 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2021), 2021, : 89 - 96
  • [33] Real-Time FaaS: serverless computing for Industry 4.0
    Marcello Cinque
    Service Oriented Computing and Applications, 2023, 17 : 73 - 75
  • [34] On the FaaS Track: Building Stateful Distributed Applications with Serverless Architectures
    Barcelona-Pons, Daniel
    Sanchez-Artigas, Marc
    Paris, Gerard
    Sutra, Pierre
    Garcia-Lopez, Pedro
    MIDDLEWARE'19: PROCEEDINGS OF THE 2019 MIDDLEWARE'19: 20TH INTERNATIONAL MIDDLEWARE CONFERENCE, 2019, : 41 - 54
  • [35] Pigeon: A Dynamic and Efficient Serverless and FaaS Framework for Private Cloud
    Ling, Wei
    Ma, Lin
    Tian, Chen
    Hu, Ziang
    2019 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI 2019), 2019, : 1416 - 1421
  • [36] Real-Time FaaS: serverless computing for Industry 4.0
    Cinque, Marcello
    SERVICE ORIENTED COMPUTING AND APPLICATIONS, 2023, 17 (02) : 73 - 75
  • [37] FaaS for IoT: Evolving Serverless towards Deviceless in I/Oclouds
    Merlino, Giovanni
    Tricomi, Giuseppe
    D'Agati, Luca
    Benomar, Zakaria
    Longo, Francesco
    Puliafito, Antonio
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 154 : 189 - 205
  • [38] Scientific workflows
    Anna-Lena Lamprecht
    Kenneth J. Turner
    International Journal on Software Tools for Technology Transfer, 2016, 18 : 575 - 580
  • [39] Fault-tolerant and Transactional Stateful Serverless Workflows
    Zhang, Haoran
    Cardoza, Adney
    Chen, Peter Baile
    Angel, Sebastian
    Liu, Vincent
    PROCEEDINGS OF THE 14TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION (OSDI '20), 2020, : 1187 - 1204
  • [40] Triggerflow: Trigger-based orchestration of serverless workflows
    Arjona, Aitor
    Lopez, Pedro Garcia
    Sampe, Josep
    Slominski, Aleksander
    Villard, Lionel
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 124 : 215 - 229
12345