Gibbons, Phillip B.

1. Advances and Open Problems in Federated Learning
   2019/12/10 by Peter Kairouz, H. Brendan McMahan, Kairouz, Peter +115 · 603 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Buddy-RAM: Improving the Performance and Efficiency of Bulk Bitwise Operations Using DRAM
   2016/11/30 by Vivek Seshadri, Seshadri, Vivek, Donghyuk Lee +17 · 9 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
3. Focus: Querying Large Video Datasets with Low Latency and Low Cost
   2018/01/10 by Kevin Hsieh, Hsieh, Kevin, Ganesh Ananthanarayanan +11 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
4. Federated Learning under Distributed Concept Drift
   2022/06/01 by Ellango Jothimurugesan, Jothimurugesan, Ellango, Kevin Hsieh +7 · 5 citations
   Computer Science · #Data Stream Mining Techniques #Privacy-Preserving Technologies in Data #Caching and Content Delivery
5. RTBAS: Defending LLM Agents Against Prompt Injection and Privacy Leakage
   2025/02/13 by Peter Yong Zhong, Siyuan Chen, Zhong, Peter Yong +10 · 15 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
6. PIM-tree: A Skew-resistant Index for Processing-in-Memory
   2022/11/18 by Kang, Hongbo, Zhao, Yiwei, Blelloch, Guy E. +4 · 6 citations
   #68P05 #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #H.2.4 #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
7. Cortex: A Compiler for Recursive Deep Learning Models
   2020/11/02 by Pratik Fegade, Tianqi Chen, Fegade, Pratik +5 · 1 voice · 1 citation
   Computer Science · #68N20 #D.3.4 #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
8. RowClone: Accelerating Data Movement and Initialization Using DRAM
   2018/05/07 by Vivek Seshadri, Yoongu Kim, Seshadri, Vivek +19 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
9. RobotPerf: An Open-Source, Vendor-Agnostic, Benchmarking Suite for Evaluating Robotics Computing System Performance
   2023/09/17 by Víctor Mayoral-Vilches, Jason Jabbour, Mayoral-Vilches, Víctor +35 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Robotics (cs.RO) #Software System Performance and Reliability
10. SLOs-Serve: Optimized Serving of Multi-SLO LLMs
    2025/04/05 by Siyuan Chen, Zhipeng Jia, Chen, Siyuan +5 · 6 citations
    Computer Science · Engineering · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Parallel #Power Systems and Technologies #and Cluster Computing (cs.DC)
11. MetaSys: A Practical Open-Source Metadata Management System to Implement and Evaluate Cross-Layer Optimizations
    2021/05/17 by Nandita Vijaykumar, Vijaykumar, Nandita, Ataberk Olgun +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques #VLSI and Analog Circuit Testing
12. The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding
    2021/10/19 by Pratik Fegade, Fegade, Pratik, Tianqi Chen +5 · 1 citation
    Computer Science · Mathematics · #Advanced Neural Network Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
13. Zorua: Enhancing Programming Ease, Portability, and Performance in GPUs by Decoupling Programming Models from Resource Management
    2018/02/07 by Nandita Vijaykumar, Kevin Hsieh, Vijaykumar, Nandita +13 · 1 voice
    Computer Science · #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC) #cs.AR #cs.DC
14. MLtuner: System Support for Automatic Machine Learning Tuning
    2018/03/20 by Henggang Cui, Cui, Henggang, Gregory R. Ganger +3 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Machine Learning and Algorithms
15. Practical offloading for fine-tuning LLM on commodity GPU via learned sparse projectors
    2024/06/14 by Siyuan Chen, Chen, Siyuan, Wang, Zhuofeng +6 · 1 citation
    Engineering · Physics and Astronomy · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Magnetic properties of thin films #Modular Robots and Swarm Intelligence #Parallel #and Cluster Computing (cs.DC)