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We consider the problem of scheduling serverless-computing instances such as Amazon Lambda functions, or scheduling microservices within (privately held) virtual machines (VMs).
Stochastic Modeling and the Theory of Queues
R.W. Wolff · 1989
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A simple theory of traffic resource allocation in ATM
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Quality of service guarantees in virtual circuit switched networks
R.L. Cruz · 1995
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A single rate three color marker
J. Heinanen, T. Finland, and R. Guerin · 1999
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A two rate three color marker
J. Heinanen, T. Finland, and R. Guerin · 1999
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Traffic shaping for a loss system
G. Kesidis, K. Chakraborty, and L. Tassiulas · 2000
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Estimating a Gamma distribution
T.P. Minka · 2002
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Markovian workload characterization for QoS prediction in the cloud
Sergio Pacheco-Sanchez, Giuliano Casale, Bryan W. Scotney, Sally I. McClean, Gerard P. Parr, and Stephen Dawson · 2011
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QoS-Aware Scheduling in Heterogeneous Datacenters with Paragon
C. Delimitrou and C. Kozyrakis · 2013
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HCloud: Resource-Efficient Provisioning in Shared Cloud Systems
C. Delimitrou and C. Kozyrakis · 2016
Cited alongside, same era.
Neutrality in Future Public Clouds: Implications and Challenges
G. Kesidis, N. Nasiriani, B. Urgaonkar, and C. Wang · 2016
Cited alongside, same era.
Serverless Computing - Redefining the Cloud
R.S. Barga · 2017
Cited alongside, same era.
Overcommitment in Cloud Services Bin packing with Chance Constraints
M.C. Cohen, V. Mirrokni, P. Keller, and M. Zadimoghaddam · 2017
Cited alongside, same era.
Using Burstable Instances in the Public Cloud: When and How?
C. Wang, B. Urgaonkar, N. Nasiriani, and G. Kesidis · 2017
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Internal documents show how Amazon scrambled to fix Prime Day glitches
E. Kim · 2018
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The Serverless Scheduling Problem and NOAH
M. Stein · 2018
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Peeking Behind the Curtains of Serverless Platforms
L. Wang, M. Li, Y. Zhang, T. Ristenpart, and M. Swift · 2018
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AWS Lambda Function Scaling
AWS · 2019
Closest in time.
SplitServe: Efficient Splitting Complex Workloads across FaaS and IaaS, Nov. 2019; https://github.com/PSU-Cloud/splitserve-spark/blob/master/Paper/SplitServe.pdf
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Serverless computing: Design, implementation, and performance
G. McGrath and P.R. Brenner · 2017
Cited alongside, same era.
A. Jain, A.F. Baarzi, N. Alfares, G. Kesidis, B. Urgaonkar, and M. Kandemir · 2019
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Security Overview of AWS Lambda
AWS Lambda · 2019
Closest in time.