Making Edge-Computing Resilient
Yotam Harchol and Aisha Mushtaq and Vivian Fang and James McCauley and Aurojit Panda and Scott Shenker
EECS Department, University of California, Berkeley
Technical Report No. UCB/EECS-2019-9
April 28, 2019
http://www2.eecs.berkeley.edu/Pubs/TechRpts/2019/EECS-2019-9.pdf
The introduction of computational resources at the network edge allows us to offload computation from clients and/or servers, thereby reducing response latency, backbone bandwidth, and computational requirements on clients. More fundamentally, edge-computing moves us from a client-server model to a client-edge-server model. While this is an attractive paradigm for many applications, it raises the question of how to design client-edge-server systems so they can tolerate edge failures and client mobility. This is particularly challenging when edge processing is stateful. In this paper we propose a design for meeting this challenge called the Client-Edge-Server for Stateful Network Applications (CESSNA).
Advisors: Scott Shenker and Sylvia Ratnasamy
BibTeX citation:
@mastersthesis{Harchol:EECS-2019-9, Author= {Harchol, Yotam and Mushtaq, Aisha and Fang, Vivian and McCauley, James and Panda, Aurojit and Shenker, Scott}, Title= {Making Edge-Computing Resilient}, School= {EECS Department, University of California, Berkeley}, Year= {2019}, Month= {Apr}, Url= {http://www2.eecs.berkeley.edu/Pubs/TechRpts/2019/EECS-2019-9.html}, Number= {UCB/EECS-2019-9}, Abstract= {The introduction of computational resources at the network edge allows us to offload computation from clients and/or servers, thereby reducing response latency, backbone bandwidth, and computational requirements on clients. More fundamentally, edge-computing moves us from a client-server model to a client-edge-server model. While this is an attractive paradigm for many applications, it raises the question of how to design client-edge-server systems so they can tolerate edge failures and client mobility. This is particularly challenging when edge processing is stateful. In this paper we propose a design for meeting this challenge called the Client-Edge-Server for Stateful Network Applications (CESSNA).}, }
EndNote citation:
%0 Thesis %A Harchol, Yotam %A Mushtaq, Aisha %A Fang, Vivian %A McCauley, James %A Panda, Aurojit %A Shenker, Scott %T Making Edge-Computing Resilient %I EECS Department, University of California, Berkeley %D 2019 %8 April 28 %@ UCB/EECS-2019-9 %U http://www2.eecs.berkeley.edu/Pubs/TechRpts/2019/EECS-2019-9.html %F Harchol:EECS-2019-9