Arvind Krishnamurthy
- Learning to Optimize Tensor Programs
2018/05/21 by Tianqi Chen, Chen, Tianqi, Lianmin Zheng +14 · 1 voice · 27 citations
Computer Science · Physics and Astronomy · #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications #Model Reduction and Neural Networks
- TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
2018/02/12 by Tianqi Chen, Thierry Moreau, Chen, Tianqi +22 · 1 voice · 17 citations
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Advanced Data Storage Technologies
- Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
2023/10/29 by Yilong Zhao, Chien‐Yu Lin, Zhao, Yilong +17 · 44 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving
2025/01/02 by Zihao Ye, Ye, Zihao, Lequn Chen +19 · 74 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Digital and Cyber Forensics #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- The Aggregate Demand for Treasury Debt
2012/04/01 by Arvind Krishnamurthy, Annette Vissing-Jorgensen, Annette Vissing‐Jørgensen · 12 citations
Economics, Econometrics and Finance · #Credit Risk and Financial Regulations #Banking stability, regulation, efficiency #Financial Markets and Investment Strategies
- NanoFlow: Towards Optimal Large Language Model Serving Throughput
2024/08/22 by Kan Zhu, Yufei Gao, Zhu, Kan +28 · 28 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
- Revisiting Network Support for RDMA
2018/06/21 by Radhika Mittal, Alexander Shpiner, Mittal, Radhika +11 · 9 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
- Foreign Safe Asset Demand and the Dollar Exchange Rate
2021/02/04 by Zhengyang Jiang, ZHENGYANG JIANG, Arvind Krishnamurthy +3 · 5 citations
Economics, Econometrics and Finance · #Global Financial Crisis and Policies #Monetary Policy and Economic Impact #Financial Markets and Investment Strategies
- Efficient Direct-Connect Topologies for Collective Communications
2022/02/07 by Liangyu Zhao, Zhao, Liangyu, Siddharth Pal +12 · 5 citations
Computer Science · Engineering · #Advanced Optical Network Technologies #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Parallel #and Cluster Computing (cs.DC)
- A Model of Safe Asset Determination
2019/03/28 by Zhiguo He, Arvind Krishnamurthy, Konstantin Milbradt · 4 citations
Economics, Econometrics and Finance · #Global Financial Crisis and Policies #Banking stability, regulation, efficiency #Economic theories and models
- A Model of Capital and Crises
2011/09/28 by Z. He, Zhiguo He, A. Krishnamurthy +1 · 2 citations
Economics, Econometrics and Finance · #Economic theories and models #Banking stability, regulation, efficiency #Financial Markets and Investment Strategies
- AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
2021/05/22 by Yuchen Jin, Jin, Yuchen, Tianyi Zhou +11 · 2 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference
- A Hardware-Software Blueprint for Flexible Deep Learning Specialization
2018/07/11 by Thierry Moreau, Moreau, Thierry, Tianqi Chen +19 · 1 voice
Computer Science · Mathematics · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG #stat.ML
- Dissecting Service Mesh Overheads
2022/07/02 by Xiangfeng Zhu, Guozhen She, Zhu, Xiangfeng +21 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #Software System Performance and Reliability #Software-Defined Networks and 5G #and Cluster Computing (cs.DC)
- Efficient All-to-All Collective Communication Schedules for Direct-Connect Topologies
2023/09/24 by Prithwish Basu, Liangyu Zhao, Basu, Prithwish +9 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Interconnection Networks and Systems #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- PolyServe: Efficient Multi-SLO Serving at Scale
2025/07/17 by Kan Zhu, Zhu, Kan, Haiyang Shi +11 · 2 citations
Computer Science · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)