Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions

21 July 2021

Papers citing "Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions"

14 / 14 papers shown

Title
Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning Mohak Chadha Pulkit Khera Jianfeng Gu Osama Abboud Michael Gerndt FedML 8 4 0 11 Feb 2024
gFaaS: Enabling Generic Functions in Serverless Computing Mohak Chadha Paul Wieland Michael Gerndt 13 0 0 18 Jan 2024
GreenCourier: Carbon-Aware Scheduling for Serverless Functions Mohak Chadha Thandayuthapani Subramanian Eishi Arima Michael Gerndt Martin Schulz Osama Abboud 15 12 0 31 Oct 2023
Exploring the Use of WebAssembly in HPC Mohak Chadha Nils Krueger Jophin John Anshul Jindal Michael Gerndt S. Benedict 11 9 0 10 Jan 2023
FedLesScan: Mitigating Stragglers in Serverless Federated Learning M. Elzohairy Mohak Chadha Anshul Jindal Andreas Grafberger Jiatao Gu Michael Gerndt Osama Abboud FedML 11 7 0 10 Nov 2022
Migrating from Microservices to Serverless: An IoT Platform Case Study Mohak Chadha Victor Pacyna Anshul Jindal Jiatao Gu Michael Gerndt 8 4 0 09 Oct 2022
SLAM: SLO-Aware Memory Optimization for Serverless Applications Gor Safaryan Anshul Jindal Mohak Chadha Michael Gerndt 6 18 0 13 Jul 2022
Scalable Infrastructure for Workload Characterization of Cluster Traces Thomas van Loo Anshul Jindal S. Benedict Mohak Chadha Michael Gerndt 13 1 0 23 May 2022
Streaming vs. Functions: A Cost Perspective on Cloud Event Processing Tobias Pfandzelter S. Henning Trever Schirmer Wilhelm Hasselbring David Bermbach 38 10 0 25 Apr 2022
Estimating the Capacities of Function-as-a-Service Functions Anshul Jindal Mohak Chadha S. Benedict Michael Gerndt ELM 12 13 0 27 Jan 2022
FedLess: Secure and Scalable Federated Learning Using Serverless Computing Andreas Grafberger Mohak Chadha Anshul Jindal Jianfeng Gu Michael Gerndt 25 49 0 05 Nov 2021
Towards Demystifying Intra-Function Parallelism in Serverless Computing M. Kiener Mohak Chadha Michael Gerndt 14 15 0 22 Oct 2021
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms Anshul Jindal Michael Gerndt Mohak Chadha Vladimir Podolskiy Pengfei Chen 16 36 0 03 Feb 2021
funcX: A Federated Function Serving Fabric for Science Ryan Chard Y. Babuji Zhuozhao Li Tyler J. Skluzacek A. Woodard B. Blaiszik Ian T. Foster Kyle Chard 33 186 0 07 May 2020