Martin Swany

Distributed and Parallel Computing Systems Parallel Computing and Optimization Techniques Advanced Data Storage Technologies Software-Defined Networks and 5G Network Traffic and Congestion Control

Publications

130

Citations

1,967

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 1999

Research summary

AI-generated

Martin Swany works in computer systems and networking, focusing on how to process data efficiently across distributed and edge computing environments. His research includes programmable networks (where the network itself can run computations), high-performance and parallel computing, and GPU-based data compression. Recent work also extends into quantum machine learning security and multi-agent control systems.

Distributed and parallel computingProgrammable networks and edge/in-network processingHigh-performance computing and GPU optimizationQuantum machine learning and securityMulti-agent systems and wireless sensor networks

Publication activity has generally grown over the decade, peaking in 2023, though counts vary considerably year to year.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence

Publications per year over the last 10 years — averaging 4.8/year recently

Recent publications

Offloading PyTorch Collective Operations to Independent Programmable Logic at the Edge
Lecture notes in computer science · 2025
Malware and Vulnerability Analysis using Graph-synchronized Language Model
2025
INDIANA—In-Network Distributed Infrastructure for Advanced Network Applications
The International Journal of High Performance Computing Applications · 2023
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs
2023
Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility
2023
IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices
2023
QTROJAN: A Circuit Backdoor Against Quantum Neural Networks
2023
Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility
arXiv (Cornell University) · 2023
QTrojan: A Circuit Backdoor Against Quantum Neural Networks
arXiv (Cornell University) · 2023
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs
arXiv (Cornell University) · 2023
Enabling Stateful Functions for Stream Processing in the Programmable Data Plane
2022
CoCo Games: Graphical Game-Theoretic Swarm Control for Communication-Aware Coverage
IEEE Robotics and Automation Letters · 2022
Distributed Cooperative Reinforcement Learning for Wireless Sensor Network Routing
2022 IEEE Wireless Communications and Networking Conference (WCNC) · 2022
IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices
arXiv (Cornell University) · 2022
SeRFI: Secure Remote FPGA Initialization in an Untrusted Environment
2020

Publishes in

arXiv (Cornell University)×11
The International Journal of High Performance Computing Applications×2
Lecture notes in computer science×2
International Journal of Cloud Computing×2
TigerPrints (Clemson University)×2

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

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