Martin Swany

Indiana University Bloomington — United States

Computer Science · Physical Sciences

22h-index1.9kcitations132works0.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Distributed and Parallel Computing Systems(41), Parallel Computing and Optimization Techniques(28), Advanced Data Storage Technologies(26), Software-Defined Networks and 5G(21), Network Traffic and Congestion Control(16)

Publications132 total

Offloading PyTorch Collective Operations to Independent Programmable Logic at the Edge
Lecture notes in computer science·2025
Flexible Communication for Optimal Distributed Learning over Unpredictable Networks
2023· 1 cited
Flexible Communication for Optimal Distributed Learning over Unpredictable Networks
arXiv (Cornell University)·2023Open Access
Accelerating Distributed ML Training via Selective Synchronization (Poster Abstract)
2023
Accelerating Distributed ML Training via Selective Synchronization
2023· 4 cited
Accelerating Distributed ML Training via Selective Synchronization
arXiv (Cornell University)·2023Open Access
Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility
2023· 1 citedOpen Access
GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training
2023· 5 cited
INDIANA—In-Network Distributed Infrastructure for Advanced Network Applications
The International Journal of High Performance Computing Applications·2023· 1 cited
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs
2023· 14 cited
GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training
arXiv (Cornell University)·2023Open Access
IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices
2023· 31 cited
QTROJAN: A Circuit Backdoor Against Quantum Neural Networks
2023· 20 cited
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs
arXiv (Cornell University)·2023Open Access
QTrojan: A Circuit Backdoor Against Quantum Neural Networks
arXiv (Cornell University)·2023· 2 citedOpen Access
Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility
arXiv (Cornell University)·2023Open Access
ScaDLES: Scalable Deep Learning over Streaming data at the Edge
arXiv (Cornell University)·2023Open Access
ScaDLES: Scalable Deep Learning over Streaming data at the Edge
2022 IEEE International Conference on Big Data (Big Data)·2022· 8 cited
IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices
arXiv (Cornell University)·2022· 2 citedOpen Access
Enabling Stateful Functions for Stream Processing in the Programmable Data Plane
2022· 2 cited
page 1 of 7Next →

Frequent Co-authors

Rich Wolski(11), Ezra Kissel(9), Micah Beck(7), Jason Zurawski(6), James S. Plank(5), Eric Boyd(4), Terry Moore(4), Adnan Özsoy(4), Alessandro Bassi(4), Brian Tierney(4), Dan Gunter(4), Andreas Hanemann(3), Jeff Boote(3), Szymon Trocha(3), Terence Moore(3), Anthony Danalis(3), Lori Pollock(3), Arun Chauhan(3), Aaron Brown(3), Jérôme Durand(2)