Mahmut Kandemir
- Amber: Enabling Precise Full-System Simulation with Detailed Modeling of\n All SSD Resources
2018/11/05 by Donghyun Gouk, Miryeong Kwon, Gouk, Donghyun +13 · 8 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
- Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks
2020/06/24 by Weilin Cong, Cong, Weilin, Rana Forsati +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- A Framework for Accelerating Bottlenecks in GPU Execution with Assist Warps
2016/02/03 by Nandita Vijaykumar, Vijaykumar, Nandita, Gennady Pekhimenko +18 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #cs.AR
- Fifer: Tackling Underutilization in the Serverless Era
2020/08/28 by Jashwant Raj Gunasekaran, Gunasekaran, Jashwant Raj, Prashanth Thinakaran +7 · 3 citations
Computer Science · #Cloud Computing and Resource Management #Software System Performance and Reliability #IoT and Edge/Fog Computing
- AMOEBA: A Coarse Grained Reconfigurable Architecture for Dynamic GPU Scaling
2019/11/08 by Xianwei Cheng, Hui Zhao, Cheng, Xianwei +7 · 1 citation
Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques
- Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks
2021/11/15 by Morteza Ramezani, Ramezani, Morteza, Weilin Cong +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- PIFS-Rec: Process-In-Fabric-Switch for Large-Scale Recommendation System Inferences
2024/09/25 by Pingyi Huo, Huo, Pingyi, Anusha Devulapally +15 · 2 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
- Quantum Circuit Resizing
2022/12/30 by Movahhed Sadeghi, Soheil Khadirsharbiyani, Sadeghi, Movahhed +3 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)