Towards Auction-Based Function Placement in Serverless Fog Platforms

被引:32
作者
Bermbach, David [1 ,2 ]
Maghsudi, Setareh [3 ,4 ]
Hasenburg, Jonathan [1 ,2 ]
Pfandzelter, Tobias [1 ,2 ]
机构
[1] TU Berlin, Mobile Cloud Comp Res, Berlin, Germany
[2] Einstein Ctr Digital Future, Mobile Cloud Comp Res, Berlin, Germany
[3] TU Berlin, Control Convergent Access Networks Res Grp, Berlin, Germany
[4] Einstein Ctr Digital Future, Control Convergent Access Networks Res Grp, Berlin, Germany
来源
2020 IEEE INTERNATIONAL CONFERENCE ON FOG COMPUTING (ICFC 2020) | 2020年
关键词
Serverless Computing; Function-as-a-Service; Fog Computing; SERVICE MIGRATION; CLOUD; MECHANISMS;
D O I
10.1109/ICFC49376.2020.00012
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Function-as-a-Service (FaaS) paradigm has a lot of potential as a computing model for fog environments comprising both cloud and edge nodes. When the request rate exceeds capacity limits at the edge, some functions need to be offloaded from the edge towards the cloud. In this position paper, we propose an auction-based approach in which application developers bid on resources. This allows fog nodes to make a local decision about which functions to offload while maximizing revenue. For a first evaluation of our approach, we use simulation.
引用
收藏
页码:25 / 31
页数:7
相关论文
共 34 条
[1]   Offloading in fog computing for IoT: Review, enabling technologies, and research opportunities [J].
Aazam, Mohammad ;
Zeadally, Sherali ;
Harras, Khaled A. .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 87 :278-289
[2]  
[Anonymous], 2015, HOTSTORAGE
[3]  
Baldini I., 2017, P ONWARD
[4]   Towards a Serverless Platform for Edge Computing [J].
Baresi, Luciano ;
Mendonca, Danilo Filgueira .
2019 IEEE INTERNATIONAL CONFERENCE ON FOG COMPUTING (ICFC 2019), 2019, :1-10
[5]   Fuzzy Handoff Control in Edge Offloading [J].
Basic, Fani ;
Aral, Atakan ;
Brandic, Ivona .
2019 IEEE INTERNATIONAL CONFERENCE ON FOG COMPUTING (ICFC 2019), 2019, :87-96
[6]  
Bermbach D., 2017, P ISYCC
[7]  
Bonomi F., 2012, PROC MCC
[8]   Contracts for clouds: comparison and analysis of the Terms and Conditions of cloud computing services [J].
Bradshaw, Simon ;
Millard, Christopher ;
Walden, Ian .
INTERNATIONAL JOURNAL OF LAW AND INFORMATION TECHNOLOGY, 2011, 19 (03) :187-223
[9]   Auction-based mechanisms for electronic procurement [J].
Chandrashekar, T. S. ;
Narahari, Y. ;
Rosa, Charles H. ;
Kulkarni, Devadatta A. ;
Tew, Jeffrey D. ;
Dayarna, Pankaj .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2007, 4 (03) :297-321
[10]   An Object Store Service for a Fog/Edge Computing Infrastructure based on IPFS and Scale-out NAS [J].
Confais, Bastien ;
Lebre, Adrien ;
Parrein, Benoit .
2017 IEEE 1ST INTERNATIONAL CONFERENCE ON FOG AND EDGE COMPUTING (ICFEC), 2017, :41-50