A Serverless Computing Fabric for Edge & Cloud

被引:21
作者
Nastic, Stefan [1 ]
Raith, Philipp [1 ]
Furutanpey, Alireza [1 ]
Pusztai, Thomas [1 ]
Dustdar, Schahram [1 ]
机构
[1] TU Wien, Distributed Syst Grp, Vienna, Austria
来源
2022 IEEE 4TH INTERNATIONAL CONFERENCE ON COGNITIVE MACHINE INTELLIGENCE, COGMI | 2022年
关键词
Serverless Computing; Cloud Computing; Edge Computing; Reliability Engineering; Service Level Objectives;
D O I
10.1109/CogMI56440.2022.00011
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Serverless computing has been establishing itself as a compelling paradigm for the development and of modern cloudnative applications. Serverless represents the next step in the evolution of cloud programming models, services and platforms, which is especially appealing due to its low management overhead, easy deployment, scale-to-zero and the promise of optimized costs. Recently, due to the advantages it offers, the serverless paradigm has been growing beyond traditional clouds, making its way to the Edge. The natural evolutionary step for serverless computing is to unify the Edge and the Cloud into what we refer to as Edge-Cloud Continuum. In this paper, we outline our vision of the Serverless Computing Fabric (SCF) for the Edge-Cloud continuum. We introduce the reference architecture for the SCF and show how it unlocks the full potential of the Edge-Cloud continuum. We also discuss main opportunities and challenges, which need to be overcome in order to achieve the vision of the Serverless Computing Fabric. Finally, we introduce key design principles together with core enabling runtime mechanisms, which are intended to serve as a research road map towards the Serverless Computing Fabric for EdgeCloud continuum.
引用
收藏
页码:1 / 12
页数:12
相关论文
共 50 条
[21]   Poster Abstract: Hierarchical Serverless Computing for the Mobile Edge [J].
de lara, Eyal ;
Gomes, Carolina S. ;
Langridge, Steve ;
Mortazavi, S. Hossein ;
Roodi, Meysam .
2016 FIRST IEEE/ACM SYMPOSIUM ON EDGE COMPUTING (SEC 2016), 2016, :109-110
[22]   EdgeFaaSBench: Benchmarking Edge Devices Using Serverless Computing [J].
Rajput, Kaustubh Rajendra ;
Kulkarni, Chinmay Dilip ;
Cho, Byungjin ;
Wang, Wei ;
Kim, In Kee .
2022 IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING & COMMUNICATIONS (IEEE EDGE 2022), 2022, :93-103
[23]   Be Wary of the Economics of "Serverless" Cloud Computing [J].
Eivy, Adam ;
Weinman, Joe .
IEEE CLOUD COMPUTING, 2017, 4 (02) :6-12
[24]   Supporting Multi-Provider Serverless Computing on the Edge [J].
Aske, Austin ;
Zhao, Xinghui .
47TH INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING (ICPP '18), 2018,
[25]   IoT Serverless Computing at the Edge: A Systematic Mapping Review [J].
Kjorveziroski, Vojdan ;
Filiposka, Sonja ;
Trajkovik, Vladimir .
COMPUTERS, 2021, 10 (10)
[26]   Review of WebAssembly Application Research for Edge Serverless Computing [J].
Wang, Xin ;
Zhao, Kai ;
Qin, Bin .
Computer Engineering and Applications, 2023, 59 (11) :28-36
[27]   An Architectural Framework for Serverless Edge Computing: Design and Emulation [J].
Cicconetti, Claudio ;
Conti, Marco ;
Passarella, Andrea .
2018 16TH IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM 2018), 2018, :48-55
[28]   INTEGRATION OF EDGE COMPUTING WITH CLOUD COMPUTING [J].
Mittal, Saksham ;
Negi, Neelam ;
Chauhan, Rahul .
2017 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN COMPUTING AND COMMUNICATION TECHNOLOGIES (ICETCCT), 2017, :241-246
[29]   A Low-Latency Edge-Cloud Serverless Computing Framework with a Multi-Armed Bandit Scheduler [J].
Chigu, Justin ;
El-Mahdy, Ahmed ;
Mokhtar, Bassem ;
Elsabrouty, Maha .
20TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC 2024, 2024, :1655-1660
[30]   Rescheduling serverless workloads across the cloud-to-edge continuum [J].
Risco, Sebastian ;
Alarcon, Caterina ;
Langarita, Sergio ;
Caballer, Miguel ;
Molto, German .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 153 :457-466