Byung-Gon Chun
- Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks
2018/08/08 by Soojeong Kim, Gyeong-In Yu, Kim, Soojeong +16 · 3 citations
Computer Science · #Advanced Neural Network Applications #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #cs.DC
- PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
2018/10/14 by Yunseong Lee, Alberto Scolari, Lee, Yunseong +10 · 2 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #cs.DC #cs.LG #stat.ML
- Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning
2020/12/04 by Woosuk Kwon, Gyeong-In Yu, Kwon, Woosuk +5 · 5 citations
Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Parallel Computing and Optimization Techniques
- Attested append-only memory
2007/10/14 by Byung-Gon Chun, Petros Maniatis, Scott Shenker +1 · 2 citations
Computer Science · Psychology · #Distributed systems and fault tolerance #Advanced Data Storage Technologies #Cognitive Functions and Memory #Byzantine fault tolerance #Linearizability #Computer science #Server #Protocol (science) #Fault tolerance #Distributed computing #Quantum Byzantine agreement #State (computer science) #Computer network #Programming language
- CloneCloud: Boosting Mobile Device Applications Through Cloud Clone Execution
2010/09/16 by Byung-Gon Chun, Chun, Byung-Gon, Sunghwan Ihm +5 · 2 citations
Computer Science · Engineering · #C.2.4 #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Green IT and Sustainability #IoT and Edge/Fog Computing #Operating Systems (cs.OS) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.OS