22 citations · 54 across the 5 of their papers we have counts for
5 papers
Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols
Huaiyu Jia, Jiehshun You, Yizhi Luo +2
Automated Market Makers (AMMs), as a core infrastructure of decentralized finance (DeFi), uniquely drive on-chain asset pricing through a deterministic reserve ratio mechanism. Unl…
Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training
Jie You, Jae-Won Chung, Mosharaf Chowdhury
Training deep neural networks (DNNs) is becoming increasingly more resource- and energy-intensive every year. Unfortunately, existing works primarily focus on optimizing DNN traini…
Blockchain Framework for Artificial Intelligence Computation
Jie You
Blockchain is an essentially distributed database recording all transactions or digital events among participating parties. Each transaction in the records is approved and verified…
Near Optimal Coflow Scheduling in Networks
Mosharaf Chowdhury, Samir Khuller, Manish Purohit +2
The coflow scheduling problem has emerged as a popular abstraction in the last few years to study data communication problems within a data center. In this basic framework, each co…
Terra: Scalable Cross-Layer GDA Optimizations
Jie You, Mosharaf Chowdhury
Geo-distributed analytics (GDA) frameworks transfer large datasets over the wide-area network (WAN). Yet existing frameworks often ignore the WAN topology. This disconnect between…