Dejan Kostić

RISE Research Institutes of Sweden — Sweden

Computer Science · Physical Sciences

36h-index5.5kcitations155works3.82yr avg
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Research Topics

Software-Defined Networks and 5G(53), Caching and Content Delivery(31), Software System Performance and Reliability(31), Cloud Computing and Resource Management(27), Peer-to-Peer Network Technologies(22)

Publications155 total

Robust Generalization of Graph Neural Networks for Scheduling Backscatter Communications at Scale
IEEE Transactions on Machine Learning in Communications and Networking·2025Open Access
CASTILLO: Characterizing Response Length Distributions of Large Language Models
arXiv (Cornell University)·2025Open Access
Deriving Coding-Specific Sub-Models from LLMs using Resource-Efficient Pruning
2025Open Access
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues
2025· 4 citedOpen Access
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference
2025Open Access
Cloud abstractions for AI workloads
arXiv (Cornell University)·2025Open Access
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues
arXiv (Cornell University)·2025· 1 citedOpen Access
Deriving Coding-Specific Sub-Models from LLMs using Resource-Efficient Pruning
arXiv (Cornell University)·2025Open Access
Reducing the Number of Leads for ECG Imaging with Graph Neural Networks and Meaningful Latent Space
Lecture notes in computer science·2025· 1 cited
FMM-Head: Enhancing Autoencoder-Based ECG Anomaly Detection with Prior Knowledge
Lecture notes in computer science·2025
FAJITA: Stateful Packet Processing at 100 Million pps
Proceedings of the ACM on Networking·2024· 3 citedOpen Access
Robust Generalization of Graph Neural Networks for Carrier Scheduling
arXiv (Cornell University)·2024Open Access
Just-in-Time Packet State Prefetching
arXiv (Cornell University)·2024Open Access
NetConfEval: Can LLMs Facilitate Network Configuration?
Proceedings of the ACM on Networking·2024· 38 citedOpen Access
Deploying Stateful Network Functions Efficiently using Large Language Models
2024· 9 citedOpen Access
Toward GPU-centric Networking on Commodity Hardware
2024· 4 citedOpen Access
FMM-Head: Enhancing Autoencoder-based ECG anomaly detection with prior knowledge
arXiv (Cornell University)·2023· 1 citedOpen Access
Making Network Configuration Human Friendly
arXiv (Cornell University)·2023· 10 citedOpen Access
Overcoming the IOTLB wall for multi-100-Gbps Linux-based networking
PeerJ Computer Science·2023· 4 citedOpen Access
DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks
2023· 6 citedOpen Access
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Frequent Co-authors

Marco Canini(13), Gerald Q. Maguire(11), Amin Vahdat(10), Maciej Kuźniar(9), Peter Perešíni(7), Nedeljko Vasić(7), Tom Barbette(6), Adolfo Rodriguez(5), Ricardo Bianchini(5), Marco Chiesa(5), Jeannie Albrecht(4), Dejan Novaković(4), Georgios P. Katsikas(4), Nikola Knežević(4), Waleed Reda(4), Alireza Farshin(4), Amir Roozbeh(4), Daniele Venzano(3), Charles Killian(3), Willy Zwaenepoel(3)