Dongsu Han

Korea Advanced Institute of Science and Technology — South Korea

Computer Science · Physical Sciences

36h-index4.8kcitations116works1.82yr avg
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Research Topics

Software-Defined Networks and 5G(34), Cloud Computing and Resource Management(32), Caching and Content Delivery(27), Network Traffic and Congestion Control(17), Advanced Malware Detection Techniques(13)

Publications116 total

In-situ inspection of stealth laser diced internal crack lines in silicon wafer using cepstrum signal processing with terahertz electromagnetic waves
Measurement·2025
Towards an Agentic Workflow for Internet Measurement Research
2025Open Access
Towards an Agentic Workflow for Internet Measurement Research
arXiv (Cornell University)·2025Open Access
SAND: A New Programming Abstraction for Video-based Deep Learning
2025Open Access
Agua: A Concept-Based Explainer for Learning-Enabled Systems
2025Open Access
A Memory Pool Allocator for eBPF Applications
2025Open Access
Presto: Hybrid CPU-GPU Preprocessing Framework for Video-based AI Inference System
2025Open Access
Efficient Disaggregated Cloud Storage for Cold Videos With Neural Enhancement
IEEE Micro·2025
NarrAD: Automatic Generation of Audio Descriptions for Movies with Rich Narrative Context
2025· 1 cited
Low-Overhead Intra-Host Container Communication With Hardware Offloading
IEEE Transactions on Networking·2025Open Access
In-Situ Inspection of Stealth Laser Diced Internal Crack Lines in Silicon Wafer Using Cepstrum Signal Processing with Terahertz Electro-Magnetic Wave
SSRN Electronic Journal·2025Open Access
Toward Trustworthy Learning-Enabled Systems with Concept-Based Explanations
2024· 3 citedOpen Access
TopFull: An Adaptive Top-Down Overload Control for SLO-Oriented Microservices
2024· 3 cited
Accelerating Model Training in Multi-cluster Environments with Consumer-grade GPUs
2024· 10 cited
Graph Neural Network-Based SLO-Aware Proactive Resource Autoscaling Framework for Microservices
IEEE/ACM Transactions on Networking·2024· 10 cited
Generalizing deep variant callers via domain adaptation and semi-supervised learning
2023Open Access
SAND: A Storage Abstraction for Video-based Deep Learning
2023· 1 cited
Neural Cloud Storage: Innovative Cloud Storage Solution for Cold Video
2023· 2 cited
AccelIR: Task-aware Image Compression for Accelerating Neural Restoration
2023· 10 cited
Low-earth Orbit Satellite Network Optimization and Statistical Qubit Freezing on Quantum Annealer
2023
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Frequent Co-authors

Srinivasan Seshan(12), Wei Bai(10), Kai Chen(9), Youngmok Jung(7), David G. Andersen(6), Taesoo Kim(6), Chen Tian(5), Aditya Akella(5), Hyunho Yeo(5), Seongmin Kim(5), Hyeontaek Lim(4), Michael Kaminsky(4), Keon Jang(4), Peter Steenkiste(4), Matthew K. Mukerjee(4), Juhyeng Han(4), Yibo Zhu(4), Muhammad Asim Jamshed(3), KyoungSoo Park(3), Li Chen(3)