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Christopher Mitchell

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15 papers 33 citations h-index 1 2002–2025

First-Generation Inference Accelerator Deployment at Facebook

Michael Anderson, Benny Chen, Stephen Chen, Summer Deng, Jordan Fix, Michael Gschwind
+108 more show fewer
Aravind Kalaiah, Changkyu Kim, Jaewon Lee, Jason Liang, Haixin Liu, Yinghai Lu, Jack Montgomery, Arun Moorthy, Satish Nadathur, Sam Naghshineh, Avinash Nayak, Jongsoo Park, Chris Petersen, Martin Schatz, Narayanan Sundaram, Bangsheng Tang, Peter Tang, Amy Yang, Jiecao Yu, Hector Yuen, Ying Zhang, Aravind Anbudurai, Vandana Balan, Harsha Bojja, Joe Boyd, Matthew Breitbach, Claudio Caldato, Anna Calvo, Garret Catron, Sneh Chandwani, Panos Christeas, Brad Cottel, Brian Coutinho, Arun Dalli, Abhishek Dhanotia, Oniel Duncan, Roman Dzhabarov, Simon Elmir, Chunli Fu, Wenyin Fu, Michael Fulthorp, Adi Gangidi, Nick Gibson, Sean Gordon, Beatriz Padilla Hernandez, Daniel Ho, Yu-Cheng Huang, Olof Johansson, Shishir Juluri, Shobhit Kanaujia, Manali Kesarkar, Jonathan Killinger, Ben Kim, Rohan Kulkarni, Meghan Lele, Huayu Li, Huamin Li, Yueming Li, Cynthia Liu, Jerry Liu, Bert Maher, Chandra Mallipedi, Seema Mangla, Kiran Kumar Matam, Jubin Mehta, Shobhit Mehta, Christopher Mitchell, Bharath Muthiah, Nitin Nagarkatte, Ashwin Narasimha, Bernard Nguyen, Thiara Ortiz, Soumya Padmanabha, Deng Pan, Ashwin Poojary, Ye (Charlotte) Qi, Olivier Raginel, Dwarak Rajagopal, Tristan Rice, Craig Ross, Nadav Rotem, Scott Russ, Kushal Shah, Baohua Shan, Hao Shen, Pavan Shetty, Krish Skandakumaran, Kutta Srinivasan, Roshan Sumbaly, Michael Tauberg, Mor Tzur, Sidharth Verma, Hao Wang, Man Wang, Ben Wei, Alex Xia, Chenyu Xu, Martin Yang, Kai Zhang, Ruoxi Zhang, Ming Zhao, Whitney Zhao, Rui Zhu, Ajit Mathews, Lin Qiao, Misha Smelyanskiy, Bill Jia, Vijay Rao

In this paper, we provide a deep dive into the deployment of inference accelerators at Facebook. Many of our ML workloads have unique characteristics, such as sparse memory accesses, large model...

33 citations 2021-07 arXiv.org

Overlapped checkpointing with hardware assist

Christopher Mitchell, James Nunez, Jun Wang
2009-01 CLUSTER

VisIO: Enabling Interactive Visualization of Ultra-Scale, Time Series Data via High-Bandwidth Distributed I/O Systems

Christopher Mitchell, James P. Ahrens, Jun Wang
2011-01 IPDPS

Estimating Leukocyte Velocities from High-speed 1d Line Scans Oriented Orthogonal to Blood Flow

Stephane Bigot, Luciano Lucas, Philip J. Morrow, Christopher Mitchell, Kurt Saetzler
2007-01 ISBI

A fast, robust and scale-independent approach to estimate vessel diameters in intravital fluorescence microscopy images

Orla McEnery, Luciano Lucas, YingLiang Ma, Philip J. Morrow, Christopher Mitchell, Kurt Saetzler
2006-01 ISBI

Securing reconfigurable terminals - mechanisms and protocols

Stoytcho Gultchev, Christopher Mitchell, Klaus Moessner, Rahim Tafazolli
2002-01 PIMRC

A Study of Ray Tracing Large-scale Scientific Data in Two Widely Used Parallel Visualization Applications

Carson Brownlee, John Patchett, Li-Ta Lo, David E. DeMarle, Christopher Mitchell, James P. Ahrens
+1 more show fewer
Charles D. Hansen
2012-01 EGPGV@Eurographics

Oolong: asynchronous distributed applications made easy

Christopher Mitchell, Russell Power, Jinyang Li
2012-01 APSys

Balancing CPU and Network in the Cell Distributed B-Tree Store

Christopher Mitchell, Kate Montgomery, Lamont Nelson, Siddhartha Sen, Jinyang Li
2016-01 USENIX ATC

Using One-Sided RDMA Reads to Build a Fast, CPU-Efficient Key-Value Store

Christopher Mitchell, Yifeng Geng, Jinyang Li
2013-01 USENIX ATC

Building Scalable Multimedia Search Engine Using Infiniband

Qi Chen, Yisheng Liao, Christopher Mitchell, Jinyang Li, Zhen Xiao
2014-01 HotCloud

On the Accuracy of RFID-based Localization in a Mobile Wireless Network Testbed

Vikram P. Munishwar, Shailendra Singh, Xiaoshuang Wang, Christopher Mitchell, Kartik Gopalan, Nael B. Abu-Ghazaleh
2009-01 PerCom Workshops

RFID Based Localization for a Miniaturized Robotic Platform for Wireless Protocols Evaluation

Vikram P. Munishwar, Shailendra Singh, Christopher Mitchell, Xiaoshuang Wang, Kartik Gopalan, Nael B. Abu-Ghazaleh
2009-01 PerCom

Gauging Students' Understanding Through Interactive Lectures

Helen C. Purchase, Christopher Mitchell, Iadh Ounis
2004-01 BNCOD

Modeling Novel Oral Nicotine Use Among Adolescents

Christopher Mitchell, Tracey Barnett, Meredith Newton, Erika Thompson, Melvin Livingston

Novel oral nicotine products, particularly nicotine pouches, have rapidly gained popularity among adolescents. Among U.S. high school students, nicotine pouch use has doubled since 2021, with 2.4%...

2025-11