Article-Journal

Active Queue Management in L4S with Asynchronous Advantage Actor-Critic: A FreeBSD Networking Stack Perspective
Bufferbloat is one of the leading causes of high data transmission latency and jitter on the Internet, which severely impacts the …
Deol Satish and Jonathan Kua and Shiva Pokhrel
Automation and orchestration of zero trust architecture: Potential solutions and challenges
jats:titleAbstract</jats:title> Zero trust architecture (ZTA) is a paradigm shift in how we protect data, stay …
Yang Cao and Shiva Raj Pokhrel and Ye Zhu and Robin Doss and Gang Li
Cloud-Fog Automation: Vision, Enabling Technologies, and Future Research Directions
Jiong Jin and Kan Yu and Jonathan Kua and Ning Zhang and Zhibo Pang and Qing-Long Han
Data-driven satellite communication and control for future IoT: Principles and opportunities
Shiva Raj Pokhrel and Jinho Choi
DDPG-MPCC: An Experience Driven Multipath Performance Oriented Congestion Control
We introduce a novel multipath data transport approach at the transport layer referred to as ‘Deep Deterministic Policy Gradient for …
Shiva Raj Pokhrel and Jonathan Kua and Deol Satish and Sebnem Ozer and Jeff Howe and Anwar Walid
Multipath TCP implementation under FreeBSD-13 for pluggable machine learning models
Shiva Raj Pokhrel and Jonathan Kua and Brenton Fleming and Sebnem Ozer and Jeff Howe and Anwar Walid
On the Fairness of Internet Congestion Control over WiFi with Deep Reinforcement Learning
For over forty years, TCP has been the main protocol for transporting data on the Internet. To improve congestion control algorithms …
Shyam Kumar Shrestha and Shiva Raj Pokhrel and Jonathan Kua
Orchestrating smart grid demand response operations with URLLC and MuZero learning
Mohammad Belayet Hossain and Shiva Raj Pokhrel and Jinho Choi
PFL-DKD: Modeling decoupled knowledge fusion with distillation for improving personalized federated learning
Huanhuan Ge and Shiva Raj Pokhrel and Zhenyu Liu and Jinlong Wang and Gang Li
Understanding global aggregation and optimization of federated learning
Shanika Iroshi Nanayakkara and Shiva Raj Pokhrel and Gang Li