Ryan Chard

Orcid: 0000-0002-6781-7432

According to our database1, Ryan Chard authored at least 78 papers between 2012 and 2024.

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Bibliography

2024
UniFaaS: Programming across Distributed Cyberinfrastructure with Federated Function Serving.
CoRR, 2024

Steering a Fleet: Adaptation for Large-Scale, Workflow-Based Experiments.
CoRR, 2024

2023
Measurement and Applications: Exploring the Challenges and Opportunities of Hierarchical Federated Learning in Sensor Applications.
IEEE Instrum. Meas. Mag., December, 2023

Globus automation services: Research process automation across the space-time continuum.
Future Gener. Comput. Syst., May, 2023

Rural AI: Serverless-Powered Federated Learning for Remote Applications.
IEEE Internet Comput., 2023

Enabling End-to-End Secure Federated Learning in Biomedical Research on Heterogeneous Computing Environments with APPFLx.
CoRR, 2023

nelli: a lightweight frontend for MLIR.
CoRR, 2023

OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science.
CoRR, 2023

Active Research Data Management with the Django Globus Portal Framework.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Globus Timers: Scheduling Periodic Data Management Actions on Distributed Research Infrastructure.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Demonstrating Cross-Facility Data Processing at Scale With Laue Microdiffraction.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Empowering Scientific Discovery Through Computing at the Advanced Photon Source.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Linking the Dynamic PicoProbe Analytical Electron-Optical Beam Line / Microscope to Supercomputers.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Tournament-Based Pretraining to Accelerate Federated Learning.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

ProPack: Executing Concurrent Serverless Functions Faster and Cheaper.
Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

AI-assisted automated workflow for real-time x-ray ptychography data analysis via federated resources.
Proceedings of the High Performance Computing for Imaging 2023, 2023

APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision.
Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

2022
$f$funcX: Federated Function as a Service for Science.
IEEE Trans. Parallel Distributed Syst., 2022

Linking scientific instruments and computation: Patterns, technologies, and experiences.
Patterns, 2022

High-Throughput Virtual Screening and Validation of a SARS-CoV-2 Main Protease Noncovalent Inhibitor.
J. Chem. Inf. Model., 2022

funcX: Federated Function as a Service for Science.
CoRR, 2022

Deep learning at the edge enables real-time streaming ptychographic imaging.
CoRR, 2022

FAIR principles for AI models, with a practical application for accelerated high energy diffraction microscopy.
CoRR, 2022

Real-Time Streaming and Event-driven Control of Scientific Experiments.
CoRR, 2022

Linking Scientific Instruments and HPC: Patterns, Technologies, Experiences.
CoRR, 2022

Assessing the Current State of AWS Spot Market Forecastability.
Proceedings of the IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies, 2022

FLoX: Federated Learning with FaaS at the Edge.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

Adaptive Edge-Cloud Environments for Rural AI.
Proceedings of the IEEE International Conference on Services Computing, 2022

2021
DLHub: Simplifying publication, discovery, and use of machine learning models in science.
J. Parallel Distributed Comput., 2021

Co-design Center for Exascale Machine Learning Technologies (ExaLearn).
Int. J. High Perform. Comput. Appl., 2021

Ultrafast Focus Detection for Automated Microscopy.
CoRR, 2021

Braid-DB: Toward AI-Driven Science with Machine Learning Provenance.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

High-Performance Ptychographic Reconstruction with Federated Facilities.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing.
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

Coding the Computing Continuum: Fluid Function Execution in Heterogeneous Computing Environments.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021


A Serverless Framework for Distributed Bulk Metadata Extraction.
Proceedings of the HPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, 2021

Ultrafast Focus Detection for Automated Microscopy.
Proceedings of the 17th IEEE International Conference on eScience, 2021

Federated Function as a Service for eScience.
Proceedings of the 17th IEEE International Conference on eScience, 2021

2020
Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection.
CoRR, 2020

Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release.
CoRR, 2020

OAuth SSH with Globus Auth.
Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

The Manufacturing Data and Machine Learning Platform: Enabling Real-time Monitoring and Control of Scientific Experiments via IoT.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis.
Proceedings of the 2nd IEEE/ACM Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2020

funcX: A Federated Function Serving Fabric for Science.
Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

2019
Serverless Supercomputing: High Performance Function as a Service for Science.
CoRR, 2019

Publishing and Serving Machine Learning Models with DLHub.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Petrel: A Programmatically Accessible Research Data Service.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Serverless Workflows for Indexing Large Scientific Data.
Proceedings of the 5th International Workshop on Serverless Computing, 2019

DLHub: Model and Data Serving for Science.
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Deconstructing the 2017 Changes to AWS Spot Market Pricing.
Proceedings of the 10th Workshop on Scientific Cloud Computing, 2019

Parsl: Pervasive Parallel Programming in Python.
Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

FSMonitor: Scalable File System Monitoring for Arbitrary Storage Systems.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

ParaOpt: Automated Application Parameterization and Optimization for the Cloud.
Proceedings of the 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2019

2018
Scalable pCT Image Reconstruction Delivered as a Cloud Service.
IEEE Trans. Cloud Comput., 2018

Globus Platform Services for Data Publication.
Proceedings of the Practice and Experience on Advanced Research Computing, 2018

Profiling and Predicting Application Performance on the Cloud.
Proceedings of the 11th IEEE/ACM International Conference on Utility and Cloud Computing, 2018

High-Throughput Neuroanatomy and Trigger-Action Programming: A Case Study in Research Automation.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018

Skluma: An Extensible Metadata Extraction Pipeline for Disorganized Data.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017
Cost-Aware Cloud Profiling, Prediction, and Provisioning as a Service.
IEEE Cloud Comput., 2017

Probabilistic guarantees of execution duration for Amazon spot instances.
Proceedings of the International Conference for High Performance Computing, 2017

Toward scalable monitoring on large-scale storage for software defined cyberinfrastructure.
Proceedings of the 2nd Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2017

Ripple: Home Automation for Research Data Management.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

Software Defined Cyberinfrastructure.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Software Defined Cyberinfrastructure for Data Management.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016
Improving the Performance of Cloud-based Scientific Services.
PhD thesis, 2016

Network health and e-Science in commercial clouds.
Future Gener. Comput. Syst., 2016

An Automated Tool Profiling Service for the Cloud.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

2015
Reputation systems: A survey and taxonomy.
J. Parallel Distributed Comput., 2015

PDACS: A Portal for Data Analysis Services for Cosmological Simulations.
Comput. Sci. Eng., 2015

The Globus Galaxies platform: delivering science gateways as a service.
Concurr. Comput. Pract. Exp., 2015

Cost-Aware Cloud Provisioning.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

Cost-Aware Elastic Cloud Provisioning for Scientific Workloads.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
PDACS: a portal for data analysis services for cosmological simulations.
Proceedings of the 9th Gateway Computing Environments Workshop, 2014

Network Health and e-Science in Public Clouds.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2012
Experiences in the design and implementation of a Social Cloud for Volunteer Computing.
Proceedings of the 8th IEEE International Conference on E-Science, 2012


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