David A. Patterson

1. TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings
   2023/04/04 by Norman P. Jouppi, George Kurian, Jouppi, Norman P. +27 · 1 voice · 79 citations
   Computer Science · Engineering · #Advanced Optical Network Technologies #Interconnection Networks and Systems #Photonic and Optical Devices #cs.AI #cs.AR #cs.LG #cs.PF
2. Cloud Programming Simplified: A Berkeley View on Serverless Computing
   2019/02/09 by Eric Jonas, Jonas, Eric, Johann Schleier-Smith +25 · 4 voices · 18 citations
   Computer Science · #FOS: Computer and information sciences #Operating Systems (cs.OS) #cs.OS
3. In-Datacenter Performance Analysis of a Tensor Processing Unit
   2017/04/16 by Norman P. Jouppi, Jouppi, Norman P., Cliff Young +156 · 3 voices · 89 citations
   Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Advanced Memory and Neural Computing #Advanced Data Storage Technologies
4. The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
   2022/04/11 by David A. Patterson, Joseph E. Gonzalez, Patterson, David +17 · 44 citations
   Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #Environmental Impact and Sustainability #FOS: Computer and information sciences #General Literature (cs.GL) #Green IT and Sustainability #Machine Learning (cs.LG)
5. The Sky Above The Clouds
   2022/05/14 by Sarah Chasins, Chasins, Sarah, Alvin Cheung +32 · 2 voices
   Business, Management and Accounting · Engineering · Computer Science · #Digital Platforms and Economics #Green IT and Sustainability #Cloud Computing and Resource Management
6. A case for redundant arrays of inexpensive disks (RAID)
   1988/06/01 by David A. Patterson, Garth Gibson, Garth A. Gibson +1 · 6 citations
   Computer Science · Physics and Astronomy · #Advanced Data Storage Technologies #Magnetic properties of thin films #Parallel Computing and Optimization Techniques
7. Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends
   2025/02/01 by Ian Schneider, Schneider, Ian, Hui Xu +13 · 3 voices · 13 citations
   Engineering · #Green IT and Sustainability #cs.AI #cs.AR
8. Benchmarking TinyML Systems: Challenges and Direction
   2020/03/10 by Colby Banbury, Banbury, Colby R., Vijay Janapa Reddi +31 · 8 citations
   Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology #Performance (cs.PF) #Video Analysis and Summarization
9. A Berkeley View of Systems Challenges for AI
   2017/12/15 by Ion Stoica, Stoica, Ion, Dawn Song +25 · 6 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Scientific Computing and Data Management
10. Measuring the environmental impact of delivering AI at Google Scale
    2025/08/21 by Cooper Elsworth, Elsworth, Cooper, Keguo Huang +23 · 7 voices · 9 citations
    Engineering · Social Sciences · Computer Science · #Green IT and Sustainability #Ethics and Social Impacts of AI #IoT and Edge/Fog Computing
11. SCADS: Scale-Independent Storage for Social Computing Applications
    2009/09/09 by Michael Armbrust, Armbrust, Michael, Armando Fox +11 · 2 citations
    Computer Science · #Peer-to-Peer Network Technologies #Cloud Computing and Resource Management #Advanced Database Systems and Queries
12. Developing a Mechanistic Understanding of Fish Migrations by Linking Telemetry with Physiology, Behavior, Genomics and Experimental Biology: An Interdisciplinary Case Study on Adult Fraser River Sockeye Salmon
    2008/07/01 by Steven J. Cooke, S. G. Hinch, Anthony P. Farrell +33 · 2 citations
    Environmental Science · #Fish Ecology and Management Studies
13. Faster and More Accurate Sequence Alignment with SNAP
    2011/11/23 by Matei Zaharia, Zaharia, Matei, William J. Bolosky +15 · 2 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Plant Virus Research Studies
14. The Renewed Case for the Reduced Instruction Set Computer: Avoiding ISA Bloat with Macro-Op Fusion for RISC-V
    2016/07/08 by Christopher Celio, Palmer Dabbelt, Celio, Christopher +5 · 1 voice
    Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques #cs.AR