Project Catapult

论文与出版物

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- A Configurable Cloud-Scale DNN Processor for Real-Time AI
  
  Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Todd Massengill, Ming Liu, Daniel Lo, Shlomi Alkalay, Michael Haselman, Logan Adams, Mahdi Ghandi, Stephen Heil, Prerak Patel, Adam Sapek, Gabriel Weisz, Lisa Woods, Sitaram Lanka, Steve Reinhardt, Adrian Caulfield, Eric Chung, Doug Burger
  
  Proceedings of the 45th International Symposium on Computer Architecture, 2018 | June 2018
  
  论文与出版物项目
- Azure Accelerated Networking: SmartNICs in the Public Cloud
  
  Daniel Firestone, Andrew Putnam, Hari Angepat, Derek Chiou, Adrian Caulfield, Eric Chung, Matt Humphrey, Kalin Ovtcharov, Jitu Padhye, Doug Burger, Dave Maltz, Albert Greenberg, Sambhrama Mundkur, Alireza Dabagh, Mike Andrewartha, Vivek Bhanu, Harish Kumar Chandrappa, Somesh Chaturmohta, Jack Lavier, Norman Lam, Fengfen Liu, Gautham Popuri, Shachar Raindel, Tejas Sapre, Mark Shaw, Gabriel Silva, Madhan Sivakumar, Nisheeth Srivastava, Anshuman Verma, Qasim Zuhair, Deepak Bansal, Kushagra Vaid, David A. Maltz
  
  15th USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2018
  
  论文与出版物项目
- Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
  
  Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
  
  IEEE Micro | March 2018, 第 38 卷: pp. 8-20
  
  Publication 项目项目项目
- A Cloud-Scale Acceleration Architecture
  
  Adrian Caulfield, Eric Chung, Andrew Putnam, Hari Angepat, Jeremy Fowers, Michael Haselman, Stephen Heil, Matt Humphrey, Puneet Kaur, Joo-Young Kim, Daniel Lo, Todd Massengill, Kalin Ovtcharov, Michael Papamichael, Lisa Woods, Sitaram Lanka, Derek Chiou, Doug Burger
  
  Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture | October 2016
  
  论文与出版物
- Toward Accelerating Deep Learning at Scale Using Specialized Hardware in the Datacenter
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  Proceedings of the 27th IEEE HotChips Symposium on High-Performance Chips (HotChips 2015) | August 2015
  
  论文与出版物
- A Scalable High-Bandwidth Architecture for Lossless Compression on FPGAs
  
  Jeremy Fowers, Joo-Young Kim, Doug Burger, Scott Hauck
  
  The 23rd IEEE International Symposium on Field-Programmable Custom Computing Machines | May 2015
  
  论文与出版物项目
- Accelerating Deep Convolutional Neural Networks Using Specialized Hardware
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  February 2015
  
  论文与出版物
- A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services
  
  Andrew Putnam, Adrian Caulfield, Eric Chung, Derek Chiou, Kypros Constantinides, John Demme, Hadi Esmaeilzadeh, Jeremy Fowers, Jan Gray, Michael Haselman, Scott Hauck, Stephen Heil, Amir Hormati, Joo-Young Kim, Sitaram Lanka, Eric Peterson, Aaron Smith, Jason Thong, Phillip Yi Xiao, Doug Burger, Jim Larus, Gopi Prashanth Gopal, Simon Pope
  
  Proceeding of the 41st Annual International Symposium on Computer Architecuture (ISCA) | June 2014
  
  ISBN: 978-1-4799-4394-4
  
  Selected as an IEEE Micro TopPick
  
  论文与出版物论文与出版物视频

- A Configurable Cloud-Scale DNN Processor for Real-Time AI
  
  Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Todd Massengill, Ming Liu, Daniel Lo, Shlomi Alkalay, Michael Haselman, Logan Adams, Mahdi Ghandi, Stephen Heil, Prerak Patel, Adam Sapek, Gabriel Weisz, Lisa Woods, Sitaram Lanka, Steve Reinhardt, Adrian Caulfield, Eric Chung, Doug Burger
  
  Proceedings of the 45th International Symposium on Computer Architecture, 2018 | June 2018
  
  论文与出版物项目
- Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
  
  Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
  
  IEEE Micro | March 2018, 第 38 卷: pp. 8-20
  
  Publication 项目项目项目
- Accelerating Deep Convolutional Neural Networks Using Specialized Hardware
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  February 2015
  
  论文与出版物
- A Configurable Cloud-Scale DNN Processor for Real-Time AI
  
  Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Todd Massengill, Ming Liu, Daniel Lo, Shlomi Alkalay, Michael Haselman, Logan Adams, Mahdi Ghandi, Stephen Heil, Prerak Patel, Adam Sapek, Gabriel Weisz, Lisa Woods, Sitaram Lanka, Steve Reinhardt, Adrian Caulfield, Eric Chung, Doug Burger
  
  Proceedings of the 45th International Symposium on Computer Architecture, 2018 | June 2018
  
  论文与出版物项目
- Azure Accelerated Networking: SmartNICs in the Public Cloud
  
  Daniel Firestone, Andrew Putnam, Hari Angepat, Derek Chiou, Adrian Caulfield, Eric Chung, Matt Humphrey, Kalin Ovtcharov, Jitu Padhye, Doug Burger, Dave Maltz, Albert Greenberg, Sambhrama Mundkur, Alireza Dabagh, Mike Andrewartha, Vivek Bhanu, Harish Kumar Chandrappa, Somesh Chaturmohta, Jack Lavier, Norman Lam, Fengfen Liu, Gautham Popuri, Shachar Raindel, Tejas Sapre, Mark Shaw, Gabriel Silva, Madhan Sivakumar, Nisheeth Srivastava, Anshuman Verma, Qasim Zuhair, Deepak Bansal, Kushagra Vaid, David A. Maltz
  
  15th USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2018
  
  论文与出版物项目
- Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
  
  Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
  
  IEEE Micro | March 2018, 第 38 卷: pp. 8-20
  
  Publication 项目项目项目
- A Cloud-Scale Acceleration Architecture
  
  Adrian Caulfield, Eric Chung, Andrew Putnam, Hari Angepat, Jeremy Fowers, Michael Haselman, Stephen Heil, Matt Humphrey, Puneet Kaur, Joo-Young Kim, Daniel Lo, Todd Massengill, Kalin Ovtcharov, Michael Papamichael, Lisa Woods, Sitaram Lanka, Derek Chiou, Doug Burger
  
  Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture | October 2016
  
  论文与出版物
- Toward Accelerating Deep Learning at Scale Using Specialized Hardware in the Datacenter
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  Proceedings of the 27th IEEE HotChips Symposium on High-Performance Chips (HotChips 2015) | August 2015
  
  论文与出版物
- A Scalable High-Bandwidth Architecture for Lossless Compression on FPGAs
  
  Jeremy Fowers, Joo-Young Kim, Doug Burger, Scott Hauck
  
  The 23rd IEEE International Symposium on Field-Programmable Custom Computing Machines | May 2015
  
  论文与出版物项目
- Accelerating Deep Convolutional Neural Networks Using Specialized Hardware
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  February 2015
  
  论文与出版物
- Azure Accelerated Networking: SmartNICs in the Public Cloud
  
  Daniel Firestone, Andrew Putnam, Hari Angepat, Derek Chiou, Adrian Caulfield, Eric Chung, Matt Humphrey, Kalin Ovtcharov, Jitu Padhye, Doug Burger, Dave Maltz, Albert Greenberg, Sambhrama Mundkur, Alireza Dabagh, Mike Andrewartha, Vivek Bhanu, Harish Kumar Chandrappa, Somesh Chaturmohta, Jack Lavier, Norman Lam, Fengfen Liu, Gautham Popuri, Shachar Raindel, Tejas Sapre, Mark Shaw, Gabriel Silva, Madhan Sivakumar, Nisheeth Srivastava, Anshuman Verma, Qasim Zuhair, Deepak Bansal, Kushagra Vaid, David A. Maltz
  
  15th USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2018
  
  论文与出版物项目
- A Cloud-Scale Acceleration Architecture
  
  Adrian Caulfield, Eric Chung, Andrew Putnam, Hari Angepat, Jeremy Fowers, Michael Haselman, Stephen Heil, Matt Humphrey, Puneet Kaur, Joo-Young Kim, Daniel Lo, Todd Massengill, Kalin Ovtcharov, Michael Papamichael, Lisa Woods, Sitaram Lanka, Derek Chiou, Doug Burger
  
  Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture | October 2016
  
  论文与出版物
- Toward Accelerating Deep Learning at Scale Using Specialized Hardware in the Datacenter
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  Proceedings of the 27th IEEE HotChips Symposium on High-Performance Chips (HotChips 2015) | August 2015
  
  论文与出版物
- A Scalable High-Bandwidth Architecture for Lossless Compression on FPGAs
  
  Jeremy Fowers, Joo-Young Kim, Doug Burger, Scott Hauck
  
  The 23rd IEEE International Symposium on Field-Programmable Custom Computing Machines | May 2015
  
  论文与出版物项目
- Accelerating Deep Convolutional Neural Networks Using Specialized Hardware
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  February 2015
  
  论文与出版物
- A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services
  
  Andrew Putnam, Adrian Caulfield, Eric Chung, Derek Chiou, Kypros Constantinides, John Demme, Hadi Esmaeilzadeh, Jeremy Fowers, Jan Gray, Michael Haselman, Scott Hauck, Stephen Heil, Amir Hormati, Joo-Young Kim, Sitaram Lanka, Eric Peterson, Aaron Smith, Jason Thong, Phillip Yi Xiao, Doug Burger, Jim Larus, Gopi Prashanth Gopal, Simon Pope
  
  Proceeding of the 41st Annual International Symposium on Computer Architecuture (ISCA) | June 2014
  
  ISBN: 978-1-4799-4394-4
  
  Selected as an IEEE Micro TopPick
  
  论文与出版物论文与出版物视频
- A Scalable High-Bandwidth Architecture for Lossless Compression on FPGAs
  
  Jeremy Fowers, Joo-Young Kim, Doug Burger, Scott Hauck
  
  The 23rd IEEE International Symposium on Field-Programmable Custom Computing Machines | May 2015
  
  论文与出版物项目
- Accelerating Deep Convolutional Neural Networks Using Specialized Hardware
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  February 2015
  
  论文与出版物
- A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services
  
  Andrew Putnam, Adrian Caulfield, Eric Chung, Derek Chiou, Kypros Constantinides, John Demme, Hadi Esmaeilzadeh, Jeremy Fowers, Jan Gray, Michael Haselman, Scott Hauck, Stephen Heil, Amir Hormati, Joo-Young Kim, Sitaram Lanka, Eric Peterson, Aaron Smith, Jason Thong, Phillip Yi Xiao, Doug Burger, Jim Larus, Gopi Prashanth Gopal, Simon Pope
  
  Proceeding of the 41st Annual International Symposium on Computer Architecuture (ISCA) | June 2014
  
  ISBN: 978-1-4799-4394-4
  
  Selected as an IEEE Micro TopPick
  
  论文与出版物论文与出版物视频

- A Configurable Cloud-Scale DNN Processor for Real-Time AI
  
  Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Todd Massengill, Ming Liu, Daniel Lo, Shlomi Alkalay, Michael Haselman, Logan Adams, Mahdi Ghandi, Stephen Heil, Prerak Patel, Adam Sapek, Gabriel Weisz, Lisa Woods, Sitaram Lanka, Steve Reinhardt, Adrian Caulfield, Eric Chung, Doug Burger
  
  Proceedings of the 45th International Symposium on Computer Architecture, 2018 | June 2018
  
  论文与出版物项目
- Azure Accelerated Networking: SmartNICs in the Public Cloud
  
  Daniel Firestone, Andrew Putnam, Hari Angepat, Derek Chiou, Adrian Caulfield, Eric Chung, Matt Humphrey, Kalin Ovtcharov, Jitu Padhye, Doug Burger, Dave Maltz, Albert Greenberg, Sambhrama Mundkur, Alireza Dabagh, Mike Andrewartha, Vivek Bhanu, Harish Kumar Chandrappa, Somesh Chaturmohta, Jack Lavier, Norman Lam, Fengfen Liu, Gautham Popuri, Shachar Raindel, Tejas Sapre, Mark Shaw, Gabriel Silva, Madhan Sivakumar, Nisheeth Srivastava, Anshuman Verma, Qasim Zuhair, Deepak Bansal, Kushagra Vaid, David A. Maltz
  
  15th USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2018
  
  论文与出版物项目
- A Cloud-Scale Acceleration Architecture
  
  Adrian Caulfield, Eric Chung, Andrew Putnam, Hari Angepat, Jeremy Fowers, Michael Haselman, Stephen Heil, Matt Humphrey, Puneet Kaur, Joo-Young Kim, Daniel Lo, Todd Massengill, Kalin Ovtcharov, Michael Papamichael, Lisa Woods, Sitaram Lanka, Derek Chiou, Doug Burger
  
  Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture | October 2016
  
  论文与出版物
- Toward Accelerating Deep Learning at Scale Using Specialized Hardware in the Datacenter
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  Proceedings of the 27th IEEE HotChips Symposium on High-Performance Chips (HotChips 2015) | August 2015
  
  论文与出版物
- A Scalable High-Bandwidth Architecture for Lossless Compression on FPGAs
  
  Jeremy Fowers, Joo-Young Kim, Doug Burger, Scott Hauck
  
  The 23rd IEEE International Symposium on Field-Programmable Custom Computing Machines | May 2015
  
  论文与出版物项目
- A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services
  
  Andrew Putnam, Adrian Caulfield, Eric Chung, Derek Chiou, Kypros Constantinides, John Demme, Hadi Esmaeilzadeh, Jeremy Fowers, Jan Gray, Michael Haselman, Scott Hauck, Stephen Heil, Amir Hormati, Joo-Young Kim, Sitaram Lanka, Eric Peterson, Aaron Smith, Jason Thong, Phillip Yi Xiao, Doug Burger, Jim Larus, Gopi Prashanth Gopal, Simon Pope
  
  Proceeding of the 41st Annual International Symposium on Computer Architecuture (ISCA) | June 2014
  
  ISBN: 978-1-4799-4394-4
  
  Selected as an IEEE Micro TopPick
  
  论文与出版物论文与出版物视频
- Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
  
  Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
  
  IEEE Micro | March 2018, 第 38 卷: pp. 8-20
  
  Publication 项目项目项目
- Accelerating Deep Convolutional Neural Networks Using Specialized Hardware
  
  Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, Jeremy Fowers, Karin Strauss, Eric Chung
  
  February 2015
  
  论文与出版物