poster

Deviceless edge computing: extending serverless computing to the edge of the network

Authors:

Alex Glikson,

Stefan Nastic,

Schahram DustdarAuthors Info & Claims

SYSTOR '17: Proceedings of the 10th ACM International Systems and Storage Conference

Article No.: 28, Page 1

https://doi.org/10.1145/3078468.3078497

Published: 22 May 2017 Publication History

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Abstract

The serverless paradigm has been rapidly adopted by developers of cloud-native applications, mainly because it relieves them from the burden of provisioning, scaling and operating the underlying infrastructure. In this paper, we propose a novel computing paradigm - Deviceless Edge Computing that extends the serverless paradigm to the edge of the network, enabling IoT and Edge devices to be seamlessly integrated as application execution infrastructure. We also discuss open challenges to realize Deviceless Edge Computing, based on our experience in prototyping a deviceless platform.

References

[1]

D. Breitgand, A. Glikson, et al. Sla-aware resource over-commit in an iaas cloud. In CNSM'12.

Google Scholar

[2]

S. Hendrickson et al. Serverless computation with openlambda. In HotCloud'16, pages 33--39, 2016.

Google Scholar

[3]

S. Nastic, H.-L. Truong, and S. Dustdar. A middleware infrastructure for utility-based provisioning of iot cloud systems. In SEC, pages 28--40. IEEE, 2016.

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Cited By

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Kuchipudi RPalamakula RMurthy T(2024)Resource Allocation in Serverless ComputingServerless Computing Concepts, Technology and Architecture10.4018/979-8-3693-1682-5.ch002(20-29)Online publication date: 5-Apr-2024
https://doi.org/10.4018/979-8-3693-1682-5.ch002
Shahid UAhmed GSiddiqui SShuja JBalogun A(2024)Latency-Sensitive Function Placement among Heterogeneous Nodes in Serverless ComputingSensors10.3390/s2413419524:13(4195)Online publication date: 27-Jun-2024
https://doi.org/10.3390/s24134195
Huang YLin ZYao TMo CShang XCui LYang Y(2024)Mobility-Aware Seamless Virtual Function Migration in Deviceless Edge Computing EnvironmentsIEEE Transactions on Mobile Computing10.1109/TMC.2023.334396923:7(7999-8014)Online publication date: Jul-2024
https://doi.org/10.1109/TMC.2023.3343969
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Index Terms

Deviceless edge computing: extending serverless computing to the edge of the network
1. Applied computing
  1. Enterprise computing
    1. Event-driven architectures
2. Software and its engineering
  1. Software notations and tools
    1. Compilers
      1. Runtime environments

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Information

Published In

SYSTOR '17: Proceedings of the 10th ACM International Systems and Storage Conference

May 2017

195 pages

ISBN:9781450350358

DOI:10.1145/3078468

General Chair:
Doron Chen
IBM Research
,
Program Chairs:
Peter Desnoyers
Northeastern University
,
Eyal de Lara
University of Toronto

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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TCE: Technion Computer Engineering Center
USENIX Assoc: USENIX Assoc

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Association for Computing Machinery

New York, NY, United States

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Published: 22 May 2017

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SIGOPS

SYSTOR'17: International Systems and Storage Conference

May 22 - 24, 2017

Haifa, Israel

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Overall Acceptance Rate 108 of 323 submissions, 33%

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Kuchipudi RPalamakula RMurthy T(2024)Resource Allocation in Serverless ComputingServerless Computing Concepts, Technology and Architecture10.4018/979-8-3693-1682-5.ch002(20-29)Online publication date: 5-Apr-2024
https://doi.org/10.4018/979-8-3693-1682-5.ch002
Shahid UAhmed GSiddiqui SShuja JBalogun A(2024)Latency-Sensitive Function Placement among Heterogeneous Nodes in Serverless ComputingSensors10.3390/s2413419524:13(4195)Online publication date: 27-Jun-2024
https://doi.org/10.3390/s24134195
Huang YLin ZYao TMo CShang XCui LYang Y(2024)Mobility-Aware Seamless Virtual Function Migration in Deviceless Edge Computing EnvironmentsIEEE Transactions on Mobile Computing10.1109/TMC.2023.334396923:7(7999-8014)Online publication date: Jul-2024
https://doi.org/10.1109/TMC.2023.3343969
Mileski DGusev M(2024)Architecture of a Distributed Infrastructureless System2024 47th MIPRO ICT and Electronics Convention (MIPRO)10.1109/MIPRO60963.2024.10569800(856-861)Online publication date: 20-May-2024
https://doi.org/10.1109/MIPRO60963.2024.10569800
Nguyen KLoh FNguyen KNguyen CThanh NHoßfeld T(2024)Investigation of Serverless Consumption and Performance in Multi-Access Edge Computing2024 International Conference on Information Networking (ICOIN)10.1109/ICOIN59985.2024.10572125(90-95)Online publication date: 17-Jan-2024
https://doi.org/10.1109/ICOIN59985.2024.10572125
Raith PNastic SDustdar S(2024)SimuScale: Optimizing Parameters for Autoscaling of Serverless Edge Functions Through Co-Simulation2024 IEEE 17th International Conference on Cloud Computing (CLOUD)10.1109/CLOUD62652.2024.00042(305-315)Online publication date: 7-Jul-2024
https://doi.org/10.1109/CLOUD62652.2024.00042
Merlino GTricomi GD’Agati LBenomar ZLongo FPuliafito A(2024)FaaS for IoT: Evolving Serverless towards Deviceless in I/OcloudsFuture Generation Computer Systems10.1016/j.future.2023.12.029Online publication date: Jan-2024
https://doi.org/10.1016/j.future.2023.12.029
Nastic S(2024)Self-Provisioning Infrastructures for the Next Generation Serverless ComputingSN Computer Science10.1007/s42979-024-03022-w5:6Online publication date: 26-Jun-2024
https://dl.acm.org/doi/10.1007/s42979-024-03022-w
Liu RWang Y(2024)Enhancing Enterprise Value Creation Through Intelligent Digital Transformation of the Value Chain: A Deep Learning and Edge Computing ApproachJournal of the Knowledge Economy10.1007/s13132-024-02087-5Online publication date: 24-May-2024
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Aseri VChowdhary HChaudhary NPandey SKumar V(2024)Revolutionizing Military Technology: How the Fusion of BlockChain and Quantum Computing is Driving in Defense ApplicationSustainable Security Practices Using Blockchain, Quantum and Post-Quantum Technologies for Real Time Applications10.1007/978-981-97-0088-2_10(193-203)Online publication date: 3-Apr-2024
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Recommendations

Supporting Multi-Provider Serverless Computing on the Edge

Green LAC: Resource-Aware Dynamic Load Balancer for Serverless Edge Computing Platforms

Role of Serverless Computing in Healthcare Systems: Case Studies

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