NSS.CMLab

Network Systems & Sensing Group • CMLab • National Taiwan University

Research

DDL

Network Systems for Distributed Learning

We design network architectures that optimize the efficiency of distributed learning training and inference across heterogeneous and large-scale systems.

INT

Network Telemetry & Measurement

We leverage software-defined networking to develop flexible telemetry and measurement frameworks that enhance network visibility, adaptability, and overall performance.

Space

Space Datacenter Networks

We envision space-based datacenter networks that extend beyond connectivity, providing intelligent computing, resource coordination, and integrated data processing capabilities.

ICAS

Integrated Communications and Sensing

We design communication technologies and protocols that efficiently utilize limited spectrum resources to jointly support reliable communication and sensing services.