Stephen P. Crago

Computer Science · Physical Sciences

13h-index592citations76works0.02yr avg
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Research Topics

Parallel Computing and Optimization Techniques(46), Embedded Systems Design Techniques(24), Cloud Computing and Resource Management(15), Interconnection Networks and Systems(15), Advanced Data Storage Technologies(14)

Publications76 total

FedPaI: Achieving Extreme Sparsity in Federated Learning via Pruning at Initialization
arXiv (Cornell University)·2025Open Access
Evaluating Deep Learning Recommendation Model Training Scalability with the Dynamic Opera Network
2024
Reviewers
2023Open Access
Quantpipe: Applying Adaptive Post-Training Quantization For Distributed Transformer Pipelines In Dynamic Edge Environments
2023· 6 cited
QuantPipe: Applying Adaptive Post-Training Quantization for Distributed Transformer Pipelines in Dynamic Edge Environments
arXiv (Cornell University)·2022Open Access
PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices
2022 25th Euromicro Conference on Digital System Design (DSD)·2022· 33 cited
Pipeline Parallelism for Inference on Heterogeneous Edge Computing
arXiv (Cornell University)·2021· 11 citedOpen Access
Increased Fault-Tolerance and Real-Time Performance Resiliency for Stream Processing Workloads through Redundancy
2019· 1 cited
Computational requirements for real-time ptychographic image reconstruction
Applied Optics·2019· 6 cited
Pacer: Automated Feedback-Based Vertical Elasticity for Heterogeneous Soft Real-Time Workloads
2018
Reducing Tail Latencies while Improving Resiliency to Timing Errors for Stream Processing Workloads
2018· 2 cited
Advanced Microprocessor Architectures
2018
Reducing Tail Latencies While Improving Resiliency to Timing Errors for Stream Processing Workloads
2018· 3 cited
Dynamically Improving Resiliency to Timing Errors for Stream Processing Workloads
2017· 2 cited
Load Balancing for Minimizing Deadline Misses and Total Runtime for Connected Car Systems in Fog Computing
2017· 32 cited
A Comparison of System Performance on a Private OpenStack Cloud and Amazon EC2
2017· 14 cited
Reducing data movement with approximate computing techniques
2016· 3 cited
Hypervisor performance analysis for real-time workloads
2016· 12 cited
Automated Demand-Based Vertical Elasticity for Heterogeneous Real-Time Workloads
2016· 1 cited
The Maestro Flight Experiment: A 49-core radiation hardened processor in space
2016· 1 cited
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Frequent Co-authors

John Paul Walters(22), Jinwoo Suh(16), Dong-In Kang(16), Geoffrey Phi C. Tran(7), Andrew Younge(5), Mikyung Kang(4), Geoffrey Fox(4), Connor Imes(3), Souvik Kundu(3), Peter A. Beerel(3), Eun-Gyu Kim(3), Matthew C. French(3), Karandeep Singh(3), Brian Schott(3), Yang Hu(2), Xuanang Zhao(2), S. Lakshmi(2), Yuan Chen(2), Robert Kost(2), Vijay S. Pai(2)