Matthew Dwyer

13 papers B 3Journal 1Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Decentralized Model-Distributed Inference.
MILCOM
Alp Berke Ardic, Matthew Dwyer, Erdem Koyuncu
2025 — conf
Probabilistic Latency Modeling for Heterogeneous Inference Tasks in Resource-Constrained Networks.
MILCOM
Cleon Anderson, Scott E. Brown, Matthew Dwyer, David Harman, Tian Lan
2025 — conf
Stochastic Resource Allocation Leveraging Adaptive Network Monitoring and Tactical Edge Networks.
MILCOM
Kevin S. Chan, Julia Deeb-Swihart, Matthew Dwyer, Eric Graves, Sean Harding, Olena Tkachenko
2024 B conf
The Entrapment Problem in Random Walk Decentralized Learning.
ISIT
Zonghong Liu, Salim El Rouayheb, Matthew Dwyer
2024 J jnl
The Entrapment Problem in Random Walk Decentralized Learning.
CoRR
Zonghong Liu, Salim El Rouayheb, Matthew Dwyer
2023 — conf
Characterizing Distributed Inferencing at the Edge in Resource-Constrained Environments.
MILCOM
Scott E. Brown, David Harman, Cleon Anderson, Matthew Dwyer
2023 — conf
Characterizing the Performance of Distributed Edge Processing Resource Allocation in Dynamic Networked Environments.
MILCOM
Olena Tkachenko, Sean Harding, Cleon Anderson, Jake B. Perazzone, Matthew Dwyer, Kevin S. Chan
2023 B conf
Measuring Data Transmissions from the Edge for Distributed Inferencing with gRPC.
IEEE Big Data
Scott E. Brown, David Harman, Cleon Anderson, Matthew Dwyer
2023 B conf
Predictive Modeling of Run Time for Model and Data Distributed Inferencing Using Gradient Boosting Regression.
IEEE Big Data
Scott E. Brown, David Harman, Cleon Anderson, Matthew Dwyer
2022 — conf
Adaptive Monitoring for Analytics Placement in Tactical Networks.
MILCOM
John Corcoran, Eric Graves, Bryan Dawson, Matthew Dwyer, Paul L. Yu, Kevin Chan
2022 — conf
Enabling Machine Learning on Resource-constrained Tactical Networks.
MILCOM
Jake B. Perazzone, Matthew Dwyer, Kevin S. Chan, Cleon Anderson, Scott E. Brown
2019 — conf
Leveraging Comprehensive Data Analysis to Inform Parallel HPC Workloads.
IEEE BigData
Matthew Dwyer, Nicole Kaff, Jacob Cohen, Michael Frauenhoffer
2018 — conf
Application of Comprehensive Data Analysis for Interactive, Hierarchical Views of HPC Workloads.
IEEE BigData
Matthew Dwyer, John Hwang, Alexander Shires, Jacob Cohen