A reconfigurable fabric for accelerating large-scale datacenter services
Putnam, Andrew, Caulfield, Adrian M., Chung, Eric S., Chiou, Derek, Constantinides, Kypros, Demme, John, Esmaeilzadeh, Hadi, Fowers, Jeremy, Gopal, Gopi Prashanth, Gray, Jan, Haselman, Michael, Hauck, Scott, Heil, Stephen, Hormati, Amir, Kim, Joo-Young, Lanka, Sitaram, Larus, James, Peterson, Eric, Pope, Simon, Smith, Aaron, Thong, Jason, Xiao, Phillip Yi, Burger, Doug
Published in 2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA) (01.06.2014)
Published in 2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA) (01.06.2014)
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Conference Proceeding
A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services
Putnam, Andrew, Caulfield, Adrian M., Chung, Eric S., Chiou, Derek, Constantinides, Kypros, Demme, John, Esmaeilzadeh, Hadi, Fowers, Jeremy, Gopal, Gopi Prashanth, Gray, Jan, Haselman, Michael, Hauck, Scott, Heil, Stephen, Hormati, Amir, Joo-Young Kim, Lanka, Sitaram, Larus, James, Peterson, Eric, Pope, Simon, Smith, Aaron, Thong, Jason, Xiao, Phillip Yi, Burger, Doug
Published in IEEE MICRO (01.05.2015)
Published in IEEE MICRO (01.05.2015)
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Journal Article
Toward accelerating deep learning at scale using specialized hardware in the datacenter
Ovtcharov, Kalin, Ruwase, Olatunji, Joo-Young Kim, Fowers, Jeremy, Strauss, Karin, Chung, Eric S.
Published in 2015 IEEE Hot Chips 27 Symposium (HCS) (01.08.2015)
Published in 2015 IEEE Hot Chips 27 Symposium (HCS) (01.08.2015)
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Conference Proceeding
A Configurable Cloud-Scale DNN Processor for Real-Time AI
Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael, Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Adams, Logan, Ghandi, Mahdi, Heil, Stephen, Patel, Prerak, Sapek, Adam, Weisz, Gabriel, Woods, Lisa, Lanka, Sitaram, Reinhardt, Steven K., Caulfield, Adrian M., Chung, Eric S., Burger, Doug
Published in 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA) (01.06.2018)
Published in 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA) (01.06.2018)
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Conference Proceeding
A cloud-scale acceleration architecture
Caulfield, Adrian M., Chung, Eric S., Putnam, Andrew, Angepat, Hari, Fowers, Jeremy, Haselman, Michael, Heil, Stephen, Humphrey, Matt, Kaur, Puneet, Joo-Young Kim, Lo, Daniel, Massengill, Todd, Ovtcharov, Kalin, Papamichael, Michael, Woods, Lisa, Lanka, Sitaram, Chiou, Derek, Burger, Doug
Published in 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2016)
Published in 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2016)
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Conference Proceeding
Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
Chung, Eric, Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael, Caulfield, Adrian, Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Abeydeera, Maleen, Adams, Logan, Angepat, Hari, Boehn, Christian, Chiou, Derek, Firestein, Oren, Forin, Alessandro, Gatlin, Kang Su, Ghandi, Mahdi, Heil, Stephen, Holohan, Kyle, El Husseini, Ahmad, Juhasz, Tamas, Kagi, Kara, Kovvuri, Ratna K., Lanka, Sitaram, van Megen, Friedel, Mukhortov, Dima, Patel, Prerak, Perez, Brandon, Rapsang, Amanda, Reinhardt, Steven, Rouhani, Bita, Sapek, Adam, Seera, Raja, Shekar, Sangeetha, Sridharan, Balaji, Weisz, Gabriel, Woods, Lisa, Yi Xiao, Phillip, Zhang, Dan, Zhao, Ritchie, Burger, Doug
Published in IEEE MICRO (01.03.2018)
Published in IEEE MICRO (01.03.2018)
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Journal Article
Configurable Clouds
Caulfield, Adrian M., Chung, Eric S., Putnam, Andrew, Angepat, Hari, Firestone, Daniel, Fowers, Jeremy, Haselman, Michael, Heil, Stephen, Humphrey, Matt, Kaur, Puneet, Joo-Young Kim, Lo, Daniel, Massengill, Todd, Ovtcharov, Kalin, Papamichael, Michael, Woods, Lisa, Lanka, Sitaram, Chiou, Derek, Burger, Doug
Published in IEEE MICRO (2017)
Published in IEEE MICRO (2017)
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Journal Article
Inside Project Brainwave's Cloud-Scale, Real-Time AI Processor
Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael K., Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Adams, Logan, Ghandi, Mahdi, Heil, Stephen, Patel, Prerak, Sapek, Adam, Weisz, Gabriel, Woods, Lisa, Lanka, Sitaram, Reinhardt, Steven K., Caulfield, Adrian M., Chung, Eric S., Burger, Doug
Published in IEEE MICRO (01.05.2019)
Published in IEEE MICRO (01.05.2019)
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Journal Article
계층적 및 공유 지수 부동 소수점 데이터 타입
XI JINWEN, BURGER DOUGLAS C, DARVISH ROUHANI BITA, SHAFIPOUR RASOUL, FOWERS JEREMY, LIU MING GANG, ELANGO VENMUGIL, CHUNG ERIC S
Year of Publication 04.10.2023
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Year of Publication 04.10.2023
Patent
A Cloud-Scale Acceleration Architecture
Caulfield, Adrian, Chung, Eric, Putnam, Andrew, Angepat, Hari, Fowers, Jeremy, Heil, Stephen, Kim, Joo-Young, Lo, Daniel, Papamichael, Michael, Massengill, Todd, Chiou, Derek, Burger, Doug
Published in IEEE MICRO (14.06.2017)
Published in IEEE MICRO (14.06.2017)
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Journal Article
다중 포트 메모리를 포함하는 벡터 레지스터 파일을 갖는 행렬 벡터 곱셈기
WEISZ GABRIEL LEONARD, MASSENGILL TODD MICHAEL, FOWERS JEREMY, OVTCHAROV KALIN, LIU MING GANG, CHUNG ERIC S
Year of Publication 08.01.2021
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Year of Publication 08.01.2021
Patent
A High Memory Bandwidth FPGA Accelerator for Sparse Matrix-Vector Multiplication
Fowers, Jeremy, Ovtcharov, Kalin, Strauss, Karin, Chung, Eric S., Stitt, Greg
Published in 2014 IEEE 22nd Annual International Symposium on Field-Programmable Custom Computing Machines (01.05.2014)
Published in 2014 IEEE 22nd Annual International Symposium on Field-Programmable Custom Computing Machines (01.05.2014)
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Conference Proceeding
A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads
Emani, Murali, Xie, Zhen, Raskar, Siddhisanket, Sastry, Varuni, Arnold, William, Wilson, Bruce, Thakur, Rajeev, Vishwanath, Venkatram, Liu, Zhengchun, Papka, Michael E., Bohorquez, Cindy Orozco, Weisner, Rick, Li, Karen, Sheng, Yongning, Du, Yun, Zhang, Jian, Tsyplikhin, Alexander, Khaira, Gurdaman, Fowers, Jeremy, Sivakumar, Ramakrishnan, Godsoe, Victoria, Macias, Adrian, Tekur, Chetan, Boyd, Matthew
Published in 2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) (01.11.2022)
Published in 2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) (01.11.2022)
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