Matthew Dwyer

Affiliations:
  • U.S. Army Research Laboratory
  • Parsons Corporation (former)


According to our database1, Matthew Dwyer authored at least 9 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
The Entrapment Problem in Random Walk Decentralized Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2024

2023
Characterizing the Performance of Distributed Edge Processing Resource Allocation in Dynamic Networked Environments.
Proceedings of the IEEE Military Communications Conference, 2023

Characterizing Distributed Inferencing at the Edge in Resource-Constrained Environments.
Proceedings of the IEEE Military Communications Conference, 2023

Measuring Data Transmissions from the Edge for Distributed Inferencing with gRPC.
Proceedings of the IEEE International Conference on Big Data, 2023

Predictive Modeling of Run Time for Model and Data Distributed Inferencing Using Gradient Boosting Regression.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Enabling Machine Learning on Resource-constrained Tactical Networks.
Proceedings of the IEEE Military Communications Conference, 2022

Adaptive Monitoring for Analytics Placement in Tactical Networks.
Proceedings of the IEEE Military Communications Conference, 2022

2019
Leveraging Comprehensive Data Analysis to Inform Parallel HPC Workloads.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Application of Comprehensive Data Analysis for Interactive, Hierarchical Views of HPC Workloads.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018


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