funcX: A Federated Function Serving Fabric for Science

funcX: A Federated Function Serving Fabric for Science

7 May 2020

Tyler J. Skluzacek

Papers citing "funcX: A Federated Function Serving Fabric for Science"

16 / 16 papers shown

Title
Autonomous Electrochemistry Platform with Real-Time Normality Testing of Voltammetry Measurements Using ML Anees Al-Najjar Nageswara S. V. Rao Craig A. Bridges Sheng Dai Alex Walters 36 1 0 13 Jan 2025
Advances in APPFL: A Comprehensive and Extensible Federated Learning Framework Zilinghan Li Shilan He Ze Yang Minseok Ryu Kibaek Kim Ravi K. Madduri FedML 48 5 0 17 Sep 2024
Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments Mohak Chadha Alexander Jensen Jianfeng Gu Osama Abboud Michael Gerndt 14 0 0 22 Apr 2024
Software Resource Disaggregation for HPC with Serverless Computing Marcin Copik Marcin Chrapek Larissa Schmid A. Calotoiu Torsten Hoefler 11 9 0 19 Jan 2024
Enabling End-to-End Secure Federated Learning in Biomedical Research on Heterogeneous Computing Environments with APPFLx Trung-Hieu Hoang Jordan D. Fuhrman Ravi K. Madduri Miao Li Pranshu Chaturvedi ... Kibaek Kim Minseok Ryu Ryan Chard Eliu A. Huerta Maryellen L. Giger 24 5 0 14 Dec 2023
Serverless Computing for Scientific Applications Maciej Malawski B. Baliś 14 6 0 04 Sep 2023
PSI/J: A Portable Interface for Submitting, Monitoring, and Managing Jobs Mihael Hategan-Marandiuc André Merzky Nicholson T. Collier Ketan Maheshwari J. Ozik ... Kyle Chard Ian T. Foster Rafael Ferreira da Silva S. Jha Daniel E. Laney 11 8 0 15 Jul 2023
Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients Victoria Huang S. Sohail Michael Mayo T. Lorido-Botran Mark Rodrigues Chris Anderson Melanie Ooi FedML 11 2 0 16 May 2023
Serverless Approach to Sensitivity Analysis of Computational Models Piotr Kica Magdalena Otta K. Czechowicz Karol Zajac Piotr Nowakowski A. Narracott I. Halliday Maciej Malawski 6 0 0 17 Apr 2023
PESC -- Parallel Experiment for Sequential Code Henrique C. T. Santos L. Souza J. Carvalho Tiago Ferreira 21 2 0 13 Jan 2023
$FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy$ FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy Nikil Ravi Pranshu Chaturvedi Eliu A. Huerta Zhengchun Liu Ryan Chard Aristana Scourtas K. J. Schmidt Kyle Chard B. Blaiszik Ian T. Foster 29 26 0 01 Jul 2022
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing Logan T. Ward Ganesh Sivaraman J. G. Pauloski Y. Babuji Ryan Chard ... R. Assary Kyle Chard L. Curtiss R. Thakur Ian T. Foster 11 37 0 06 Oct 2021
ExaWorks: Workflows for Exascale Aymen Al-Saadi D. Ahn Y. Babuji Kyle Chard J. Corbett ... T. Munson Michael A. Salim Mikhail Titov Matteo Turilli Justin M. Wozniak 13 15 0 30 Aug 2021
Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions Mohak Chadha Anshul Jindal Michael Gerndt 6 22 0 21 Jul 2021
LaSS: Running Latency Sensitive Serverless Computations at the Edge Bin Wang Ahmed Ali-Eldin Prashant J. Shenoy 8 60 0 29 Apr 2021
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 75 385 0 16 Apr 2018