59 citations · 70 across the 8 of their papers we have counts for
8 papers
Carbon-Neutralized Joint User Association and Base Station Switching for Green Cellular Networks
Chien-Sheng Yang, Carlson Lin, I-Kang Fu
Mitigating climate change and its impacts is one of the sustainable development goals (SDGs) required by United Nations for an urgent action. Increasing carbon emissions due to hum…
Carbon-Neutralized Task Scheduling for Green Computing Networks
Chien-Sheng Yang, Chien-Chun Huang-Fu, I-Kang Fu
Climate change due to increasing carbon emissions by human activities has been identified as one of the most critical threat to Earth. Carbon neutralization, as a key approach to r…
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
Jinhyun So, Chaoyang He, Chien-Sheng Yang +5
Secure model aggregation is a key component of federated learning (FL) that aims at protecting the privacy of each user's individual model while allowing for their global aggregati…
Coded Computing for Secure Boolean Computations
Chien-Sheng Yang, A. Salman Avestimehr
The growing size of modern datasets necessitates splitting a large scale computation into smaller computations and operate in a distributed manner. Adversaries in a distributed sys…
Edge Computing in the Dark: Leveraging Contextual-Combinatorial Bandit and Coded Computing
Chien-Sheng Yang, Ramtin Pedarsani, A. Salman Avestimehr
With recent advancements in edge computing capabilities, there has been a significant increase in utilizing the edge cloud for event-driven and time-sensitive computations. However…
Timely-Throughput Optimal Coded Computing over Cloud Networks
Chien-Sheng Yang, Ramtin Pedarsani, A. Salman Avestimehr
In modern distributed computing systems, unpredictable and unreliable infrastructures result in high variability of computing resources. Meanwhile, there is significantly increasin…
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously
Songze Li, Mingchao Yu, Chien-Sheng Yang +3
Today's blockchain designs suffer from a trilemma claiming that no blockchain system can simultaneously achieve decentralization, security, and performance scalability. For current…
Communication-Aware Scheduling of Serial Tasks for Dispersed Computing
Chien-Sheng Yang, Ramtin Pedarsani, A. Salman Avestimehr
There is a growing interest in development of in-network dispersed computing paradigms that leverage the computing capabilities of heterogeneous resources dispersed across the netw…