Sizeless: Predicting the optimal size of serverless functions

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Sizeless: Predicting the optimal size of serverless functions

28 October 2020

Johannes Grohmann

Cristina L. Abad

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Papers citing "Sizeless: Predicting the optimal size of serverless functions"

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Title
In Serverless, OS Scheduler Choice Costs Money: A Hybrid Scheduling Approach for Cheaper FaaS Yuxuan Zhao Weikang Weng Rob van Nieuwpoort Alexandru Uta 28 3 0 13 Nov 2024
Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions Siddharth Agarwal M. A. Rodriguez Rajkumar Buyya 58 0 0 12 Nov 2024
EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing Yankai Jiang Rohan Basu Roy Baolin Li Devesh Tiwari 82 4 0 03 Sep 2024
Leveraging Core and Uncore Frequency Scaling for Power-Efficient Serverless Workflows Achilleas Tzenetopoulos Dimosthenis Masouros S. Xydis Dimitrios Soudris 67 2 0 25 Jul 2024
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions Jiabin Chen Fei Xu Yikun Gu Li Chen Fangming Liu Zhi Zhou 50 7 0 09 May 2024
Fusionize++: Improving Serverless Application Performance Using Dynamic Task Inlining and Infrastructure Optimization Trever Schirmer Joel Scheuner Tobias Pfandzelter David Bermbach 90 5 0 08 Nov 2023
Optimizing simultaneous autoscaling for serverless cloud computing Harold Ship Evgeny Shindin Chen Wang Diana Arroyo Asser Tantawi 131 1 0 29 Oct 2023
SLAM: SLO-Aware Memory Optimization for Serverless Applications Gor Safaryan Anshul Jindal Mohak Chadha Michael Gerndt 57 19 0 13 Jul 2022
Zenix: Efficient Execution of Bulky Serverless Applications Zhiyuan Guo Zachary Blanco Junda Chen Jinmou Li Zeru Wei Bili Dong Ishaan Pota Mohammad Shahrad Harry Xu Yiying Zhang 49 2 0 27 Jun 2022
Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications Joel Scheuner Simon Eismann Sacheendra Talluri Erwin Van Eyk Cristina L. Abad Philipp Leitner Alexandru Iosup 57 15 0 16 May 2022
Fusionize: Improving Serverless Application Performance through Feedback-Driven Function Fusion Trever Schirmer Joel Scheuner Tobias Pfandzelter David Bermbach 53 14 0 25 Apr 2022
Tiny Autoscalers for Tiny Workloads: Dynamic CPU Allocation for Serverless Functions Yuxuan Zhao Alexandru Uta 64 17 0 01 Mar 2022
Estimating the Capacities of Function-as-a-Service Functions Anshul Jindal Mohak Chadha S. Benedict Michael Gerndt ELM 70 13 0 27 Jan 2022
A Case Study on the Stability of Performance Tests for Serverless Applications Simon Eismann D. Costa Lizhi Liao Cor-Paul Bezemer Weiyi Shang A. Hoorn Samuel Kounev 36 26 0 28 Jul 2021
With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions Muhammad Bilal Marco Canini Rodrigo Fonseca Rodrigo Rodrigues 43 41 0 31 May 2021
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs A. Raza Zongshun Zhang Nabeel Akhtar Vatche Isahagian I. Matta 44 17 0 12 Apr 2021