Artigos com autorizações de acesso público - Kunle OlukotunSaiba mais
2 artigos não disponíveis publicamente
Aurochs: An architecture for dataflow threads
M Vilim, A Rucker, K Olukotun
2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021
Autorizações: US National Science Foundation, US Department of Defense
High performance lattice regression on FPGAs via a high level hardware description language
N Zhang, M Feldman, K Olukotun
2021 International Conference on Field-Programmable Technology (ICFPT), 1-10, 2021
Autorizações: US National Science Foundation, US Department of Defense
41 artigos disponíveis publicamente
Dawnbench: An end-to-end deep learning benchmark and competition
C Coleman, D Narayanan, D Kang, T Zhao, J Zhang, L Nardi, P Bailis, ...
Training 100 (101), 102, 2017
Autorizações: US National Science Foundation
Plasticine: A reconfigurable architecture for parallel paterns
R Prabhakar, Y Zhang, D Koeplinger, M Feldman, T Zhao, S Hadjis, ...
ACM SIGARCH Computer Architecture News 45 (2), 389-402, 2017
Autorizações: US National Science Foundation, US Department of Defense
Emptyheaded: A relational engine for graph processing
CR Aberger, A Lamb, S Tu, A Nötzli, K Olukotun, C Ré
ACM Transactions on Database Systems (TODS) 42 (4), 1-44, 2017
Autorizações: US National Science Foundation, US Department of Defense, US National …
Energy-efficient abundant-data computing: The N3XT 1,000 x
MMS Aly, M Gao, G Hills, CS Lee, G Pitner, MM Shulaker, TF Wu, ...
Computer 48 (12), 24-33, 2015
Autorizações: Swiss National Science Foundation
Spatial: A language and compiler for application accelerators
D Koeplinger, M Feldman, R Prabhakar, Y Zhang, S Hadjis, R Fiszel, ...
Proceedings of the 39th ACM SIGPLAN Conference on Programming Language …, 2018
Autorizações: US National Science Foundation, US Department of Defense
Delite: A compiler architecture for performance-oriented embedded domain-specific languages
AK Sujeeth, KJ Brown, H Lee, T Rompf, H Chafi, M Odersky, K Olukotun
ACM Transactions on Embedded Computing Systems (TECS) 13 (4s), 1-25, 2014
Autorizações: European Commission
Taming the wild: A unified analysis of hogwild-style algorithms
CM De Sa, C Zhang, K Olukotun, C Ré
Advances in neural information processing systems 28, 2015
Autorizações: US Department of Energy, US National Institutes of Health
Global convergence of stochastic gradient descent for some non-convex matrix problems
C De Sa, C Re, K Olukotun
International conference on machine learning, 2332-2341, 2015
Autorizações: US Department of Energy, US National Institutes of Health
Understanding and optimizing asynchronous low-precision stochastic gradient descent
C De Sa, M Feldman, C Ré, K Olukotun
Proceedings of the 44th annual international symposium on computer …, 2017
Autorizações: US National Science Foundation, US Department of Energy, US Department of …
Automatic generation of efficient accelerators for reconfigurable hardware
D Koeplinger, C Delimitrou, R Prabhakar, C Kozyrakis, Y Zhang, ...
ACM SIGARCH Computer Architecture News 44 (3), 115-127, 2016
Autorizações: US National Science Foundation
Analysis of dawnbench, a time-to-accuracy machine learning performance benchmark
C Coleman, D Kang, D Narayanan, L Nardi, T Zhao, J Zhang, P Bailis, ...
ACM SIGOPS Operating Systems Review 53 (1), 14-25, 2019
Autorizações: US National Science Foundation
Graphops: A dataflow library for graph analytics acceleration
T Oguntebi, K Olukotun
Proceedings of the 2016 ACM/SIGDA International Symposium on Field …, 2016
Autorizações: US National Science Foundation
Generating configurable hardware from parallel patterns
R Prabhakar, D Koeplinger, KJ Brown, HJ Lee, C De Sa, C Kozyrakis, ...
Acm Sigplan Notices 51 (4), 651-665, 2016
Autorizações: US National Science Foundation, US Department of Energy
Taurus: a data plane architecture for per-packet ML
T Swamy, A Rucker, M Shahbaz, I Gaur, K Olukotun
Proceedings of the 27th ACM International Conference on Architectural …, 2022
Autorizações: US National Science Foundation, US Department of Defense
Flare: Optimizing Apache Spark with Native Compilation for {Scale-Up} Architectures and {Medium-Size} Data
G Essertel, R Tahboub, J Decker, K Brown, K Olukotun, T Rompf
13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018
Autorizações: US National Science Foundation, US Department of Energy
Have abstraction and eat performance, too: Optimized heterogeneous computing with parallel patterns
KJ Brown, HJ Lee, T Rompf, AK Sujeeth, C De Sa, C Aberger, K Olukotun
Proceedings of the 2016 International Symposium on Code Generation and …, 2016
Autorizações: US National Science Foundation, US Department of Energy
Locality-aware mapping of nested parallel patterns on gpus
HJ Lee, KJ Brown, AK Sujeeth, T Rompf, K Olukotun
2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 63-74, 2014
Autorizações: US Department of Energy
Sara: Scaling a reconfigurable dataflow accelerator
Y Zhang, N Zhang, T Zhao, M Vilim, M Shahbaz, K Olukotun
2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021
Autorizações: US National Science Foundation, US Department of Defense
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