Serverless Performance Optimization

Serverless Performance Optimization is a performance optimization methodology that specifically addresses the unique constraints and characteristics of serverless computing environments, distinguishing itself from traditional optimization approaches by focusing on event-driven execution, cold start mitigation, resource allocation granularity, and ephemeral state management inherent to Function-as-a-Service platforms.

Publications

2.7K

Citations

194

Authors

Institutions

Publications per year

2017–2026

Parents

Performance Optimization

Publications

Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider

Mohammad Shahrad, Rodrigo Fonseca, Íñigo Goiri et al. · arXiv (Cornell University) · 2020 · 223 citations · Full text

Computing, Cloud Computing, Computer Systems +17

Characterizing serverless platforms with serverlessbench

Tianyi Yu, Qingyuan Liu, Dong Du et al. · 2020 · 184 citations

Computing, Cloud Computing, High-performance Computing +13

BATCH: Machine Learning Inference Serving on Serverless Platforms with Adaptive Batching

Ahsan Ali, Riccardo Pinciroli, Feng Yan et al. · 2020 · 170 citations

Computing, Cloud Computing, Computer Science +15

Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure

Ingo Müller, Renato Marroquín, Gustavo Alonso · 2020 · 130 citations · Full text

Computing, Cloud Computing, Computer Science +17

Towards Demystifying Serverless Machine Learning Training

2021 · 102 citations · Full text

Computing, Computer Science, Computer Systems +17

1–5 of 58

Authors

194

RF
Rodrigo Fonseca
John Brown University, United States
3 publications · 290 citations
3
h-index
MS
Mohammad Shahrad
Princeton University, United States
3 publications · 281 citations
3
h-index
RC
Ruichuan Chen
Max Planck Institute for Software Systems, Germany
2 publications · 79 citations
2
h-index
JG
Johannes Grohmann
University of Würzburg, Germany
2 publications · 83 citations
2
h-index
SE
Sameh Elnikety
Microsoft (United States), United States
2 publications · 57 citations
2
h-index

1–5 of 194

Institutions

1–8 of 87

Venues

arXiv (Cornell University)
Repository · 4 publications · 279 citations
4
h-index
Journal of Parallel and Distributed Computing
2 publications · 72 citations
2
h-index
Multimedia Tools and Applications
1 publications · 15 citations
1
h-index
International Journal of Information Technology
1 publications · 17 citations
1
h-index
IEEE Access
1 publications · 37 citations
1
h-index

1–5