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Kunle Olukotun

Oyekunle A. Olukotun

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Person information

affiliation: Stanford University, USA
award (2018): Harry H. Goode Memorial Award

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Books and Theses

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2007
[b2]
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Kunle Olukotun, Lance Hammond, James Laudon:
iChip Multiprocessor Architecture: Techniques to Improve Throughput and Latency. Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers 2007, ISBN 978-3-031-00592-3
1991
[b1]
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Kunle Olukotun:
Technology-organization tradeoffs in the architecture of a high-performance processor. University of Michigan, USA, 1991

Journal Articles

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2023
[j28]
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Manya Bansal, Olivia Hsu, Kunle Olukotun, Fredrik Kjolstad:
Mosaic: An Interoperable Compiler for Tensor Algebra. Proc. ACM Program. Lang. 7(PLDI): 394-419 (2023)
2022
[j27]
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Luiz André Barroso, Tanzeem Choudhury, Manish Gupta, Oyekunle A. Olukotun, Raluca Ada Popa, Dawn Xiaodong Song, David A. Patterson:
Global perspectives of diversity, equity, and inclusion. Commun. ACM 65(12): 30-31 (2022)
2021
[j26]
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Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun:
Chopping off the Tail: Bounded Non-Determinism for Real-Time Accelerators. IEEE Comput. Archit. Lett. 20(2): 110-113 (2021)
[j25]
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Rawn Henry, Olivia Hsu, Rohan Yadav, Stephen Chou, Kunle Olukotun, Saman P. Amarasinghe, Fredrik Kjolstad:
Compilation of sparse array programming models. Proc. ACM Program. Lang. 5(OOPSLA): 1-29 (2021)
2019
[j24]
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Cody Coleman, Daniel Kang, Deepak Narayanan, Luigi Nardi, Tian Zhao, Jian Zhang, Peter Bailis, Kunle Olukotun, Christopher Ré, Matei Zaharia:
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark. ACM SIGOPS Oper. Syst. Rev. 53(1): 14-25 (2019)
2018
[j23]
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Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun:
Plasticine: A Reconfigurable Accelerator for Parallel Patterns. IEEE Micro 38(3): 20-31 (2018)
2017
[j22]
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Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré:
Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded. Proc. VLDB Endow. 10(12): 1849-1852 (2017)
[j21]
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Christopher R. Aberger, Andrew Lamb, Susan Tu, Andres Nötzli, Kunle Olukotun, Christopher Ré:
EmptyHeaded: A Relational Engine for Graph Processing. ACM Trans. Database Syst. 42(4): 20:1-20:44 (2017)
2015
[j20]
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Mohamed M. Sabry, Mingyu Gao, Gage Hills, Chi-Shuen Lee, Greg Pitner, Max M. Shulaker, Tony F. Wu, Mehdi Asheghi, Jeffrey Bokor, Franz Franchetti, Kenneth E. Goodson, Christos Kozyrakis, Igor L. Markov, Kunle Olukotun, Larry T. Pileggi, Eric Pop, Jan M. Rabaey, Christopher Ré, H.-S. Philip Wong, Subhasish Mitra:
Energy-Efficient Abundant-Data Computing: The N3XT 1, 000x. Computer 48(12): 24-33 (2015)
2014
[j19]
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Alba de Melo, Jean-Luc Gaudiot, Luiz De Rose, Kunle Olukotun, Albert Y. Zomaya:
Guest Editorial. Int. J. Parallel Program. 42(1): 1-3 (2014)
[j18]
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Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun:
Delite: A Compiler Architecture for Performance-Oriented Embedded Domain-Specific Languages. ACM Trans. Embed. Comput. Syst. 13(4s): 134:1-134:25 (2014)
2011
[j17]
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HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Hassan Chafi, Tiark Rompf, Martin Odersky, Kunle Olukotun:
Implementing Domain-Specific Languages for Heterogeneous Parallel Computing. IEEE Micro 31(5): 42-53 (2011)
2010
[j16]
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Bryan Catanzaro, Armando Fox, Kurt Keutzer, David A. Patterson, Bor-Yiing Su, Marc Snir, Kunle Olukotun, Pat Hanrahan, Hassan Chafi:
Ubiquitous Parallel Computing from Berkeley, Illinois, and Stanford. IEEE Micro 30(2): 41-55 (2010)
2007
[j15]
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Austen McDonald, Brian D. Carlstrom, JaeWoong Chung, Chi Cao Minh, Hassan Chafi, Christos Kozyrakis, Kunle Olukotun:
Transactional Memory: The Hardware-Software Interface. IEEE Micro 27(1): 67-76 (2007)
2006
[j14]
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Brian D. Carlstrom, JaeWoong Chung, Hassan Chafi, Austen McDonald, Chi Cao Minh, Lance Hammond, Christoforos E. Kozyrakis, Kunle Olukotun:
Executing Java programs with transactional memory. Sci. Comput. Program. 63(2): 111-129 (2006)
2005
[j13]
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Poonacha Kongetira, Kathirgamar Aingaran, Kunle Olukotun:
Niagara: A 32-Way Multithreaded Sparc Processor. IEEE Micro 25(2): 21-29 (2005)
[j12]
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Kunle Olukotun, Lance Hammond:
The future of microprocessors. ACM Queue 3(7): 26-29 (2005)
[j11]
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John D. Davis, Stephen E. Richardson, Charis Charitsis, Kunle Olukotun:
A chip prototyping substrate: the flexible architecture for simulation and testing (FAST). SIGARCH Comput. Archit. News 33(4): 34-43 (2005)
2004
[j10]
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Lance Hammond, Brian D. Carlstrom, Vicky Wong, Michael K. Chen, Christos Kozyrakis, Kunle Olukotun:
Transactional Coherence and Consistency: Simplifying Parallel Hardware and Software. IEEE Micro 24(6): 92-103 (2004)
2003
[j9]
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Michael K. Chen, Kunle Olukotun:
The Jrpm System for Dynamically Parallelizing Sequential Java Programs. IEEE Micro 23(6): 26-35 (2003)
2001
[j8]
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Kenneth M. Wilson, Kunle Olukotun:
High Bandwidth On-Chip Cache Design. IEEE Trans. Computers 50(4): 292-307 (2001)
2000
[j7]
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Lance Hammond, Benedict A. Hubbert, Michael Siu, Manohar K. Prabhu, Michael K. Chen, Kunle Olukotun:
The Stanford Hydra CMP. IEEE Micro 20(2): 71-84 (2000)
1997
[j6]
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Lance Hammond, Basem A. Nayfeh, Kunle Olukotun:
A Single-Chip Multiprocessor. Computer 30(9): 79-85 (1997)
[j5]
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Kunle Olukotun, Trevor N. Mudge, Richard B. Brown:
Multilevel Optimization of Pipelined Caches. IEEE Trans. Computers 46(10): 1083-1102 (1997)
1994
[j4]
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Kunle Olukotun, Rachid Helaihel, Jeremy R. Levitt, Ricardo Ramírez:
A software-hardware cosynthesis approach to digital system simulation. IEEE Micro 14(4): 48-58 (1994)
1992
[j3]
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Karem A. Sakallah, Trevor N. Mudge, Oyekunle A. Olukotun:
Analysis and design of latch-controlled synchronous digital circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 11(3): 322-333 (1992)
1991
[j2]
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Trevor N. Mudge, Richard B. Brown, William P. Bimingham, Jeffrey A. Dykstra, Ayman I. Kayssi, Ronald J. Lomax, Kunle Olukotun, Karem A. Sakallah, Raymond A. Milano:
The Design of a Microsupercomputer. Computer 24(1): 57-64 (1991)
1990
[j1]
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Oyekunle A. Olukotun, Trevor N. Mudge:
Hierarchical Gate-Array Routing on a Hypercube Multiprocessor. J. Parallel Distributed Comput. 8(4): 313-324 (1990)

Conference and Workshop Papers

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2024
[c140]
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Alexander C. Rucker, Shiv Sundram, Coleman Smith, Matthew Vilim, Raghu Prabhakar, Fredrik Kjølstad, Kunle Olukotun:
Revet: A Language and Compiler for Dataflow Threads. HPCA 2024: 1-14
[c139]
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Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun:
Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents. OSDI 2024: 325-345
2023
[c138]
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Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi:
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. ASPLOS (4) 2023: 19-42
[c137]
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Tushar Swamy, Annus Zulfiqar, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun:
Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks. ASPLOS (3) 2023: 329-342
[c136]
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Olivia Hsu, Maxwell Strange, Ritvik Sharma, Jaeyeon Won, Kunle Olukotun, Joel S. Emer, Mark A. Horowitz, Fredrik Kjølstad:
The Sparse Abstract Machine. ASPLOS (3) 2023: 710-726
[c135]
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Tian Zhao, Alexander Rucker, Kunle Olukotun:
Sigma: Compiling Einstein Summations to Locality-Aware Dataflow. ASPLOS (2) 2023: 718-732
2022
[c134]
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Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Ishan Gaur, Kunle Olukotun:
Taurus: a data plane architecture for per-packet ML. ASPLOS 2022: 1099-1114
[c133]
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Sho Ko, Alexander Rucker, Yaqi Zhang, Paul Mure, Kunle Olukotun:
Accelerating SLIDE: Exploiting Sparsity on Accelerator Architectures. IPDPS Workshops 2022: 663-670
2021
[c132]
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Kunle Olukotun:
"Let the Data Flow!". CIDR 2021
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Nathan Zhang, Matthew Feldman, Kunle Olukotun:
High performance lattice regression on FPGAs via a high level hardware description language. FPT 2021: 1-10
[c130]
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Matthew Vilim, Alexander Rucker, Kunle Olukotun:
Aurochs: An Architecture for Dataflow Threads. ISCA 2021: 402-415
[c129]
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Yaqi Zhang, Nathan Zhang, Tian Zhao, Matt Vilim, Muhammad Shahbaz, Kunle Olukotun:
SARA: Scaling a Reconfigurable Dataflow Accelerator. ISCA 2021: 1041-1054
[c128]
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Alexander Rucker, Matthew Vilim, Tian Zhao, Yaqi Zhang, Raghu Prabhakar, Kunle Olukotun:
Capstan: A Vector RDA for Sparsity. MICRO 2021: 1022-1035
[c127]
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Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter:
Bayesian Optimization with a Prior for the Optimum. ECML/PKDD (3) 2021: 265-296
2020
[c126]
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Matthew Vilim, Alexander Rucker, Yaqi Zhang, Sophia Liu, Kunle Olukotun:
Gorgon: Accelerating Machine Learning from Relational Data. ISCA 2020: 309-321
2019
[c125]
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  - conf/apnet/RuckerSSO19
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Alexander Rucker, Muhammad Shahbaz, Tushar Swamy, Kunle Olukotun:
Elastic RSS: Co-Scheduling Packets and Cores Using Programmable NICs. APNet 2019: 71-77
[c124]
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  - conf/fpl/HadjisO19
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Stefan Hadjis, Kunle Olukotun:
TensorFlow to Cloud FPGAs: Tradeoffs for Accelerating Deep Neural Networks. FPL 2019: 360-366
[c123]
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Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun:
Polystore++: Accelerated Polystore System for Heterogeneous Workloads. ICDCS 2019: 1641-1651
[c122]
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Yaqi Zhang, Alexander Rucker, Matthew Vilim, Raghu Prabhakar, William Hwang, Kunle Olukotun:
Scalable interconnects for reconfigurable spatial architectures. ISCA 2019: 615-628
[c121]
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Luigi Nardi, David Koeplinger, Kunle Olukotun:
Practical Design Space Exploration. MASCOTS 2019: 347-358
[c120]
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Luigi Nardi, Artur L. F. Souza, David Koeplinger, Kunle Olukotun:
HyperMapper: a Practical Design Space Exploration Framework. MASCOTS 2019: 425-426
[c119]
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Tian Zhao, Yaqi Zhang, Kunle Olukotun:
Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. SysML 2019
[c118]
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Rekha Singhal, Yaqi Zhang, Jeffrey D. Ullman, Raghu Prabhakar, Kunle Olukotun:
Efficient Multiway Hash Join on Reconfigurable Hardware. TPCTC 2019: 19-38
2018
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Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré:
LevelHeaded: A Unified Engine for Business Intelligence and Linear Algebra Querying. ICDE 2018: 449-460
[c116]
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Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf:
Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data. OSDI 2018: 799-815
[c115]
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David Koeplinger, Matthew Feldman, Raghu Prabhakar, Yaqi Zhang, Stefan Hadjis, Ruben Fiszel, Tian Zhao, Luigi Nardi, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun:
Spatial: a language and compiler for application accelerators. PLDI 2018: 296-311
[c114]
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Jian Zhang, Max Lam, Stephanie Wang, Paroma Varma, Luigi Nardi, Kunle Olukotun, Christopher Ré:
Exploring the Utility of Developer Exhaust. DEEM@SIGMOD 2018: 7:1-7:7
2017
[c113]
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Christopher De Sa, Kunle Olukotun, Christopher Ré:
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling. IJCAI 2017: 4811-4815
[c112]
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Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun:
Plasticine: A Reconfigurable Architecture For Parallel Paterns. ISCA 2017: 389-402
[c111]
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Christopher De Sa, Matthew Feldman, Christopher Ré, Kunle Olukotun:
Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent. ISCA 2017: 561-574
2016
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Kunle Olukotun:
Scaling Data Analytics with Moore's Law. PACT 2016: 313
[c109]
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Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun:
Generating Configurable Hardware from Parallel Patterns. ASPLOS 2016: 651-665
[c108]
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Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Arvind K. Sujeeth, Christopher De Sa, Christopher R. Aberger, Kunle Olukotun:
Have abstraction and eat performance, too: optimized heterogeneous computing with parallel patterns. CGO 2016: 194-205
[c107]
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Tayo Oguntebi, Kunle Olukotun:
GraphOps: A Dataflow Library for Graph Analytics Acceleration. FPGA 2016: 111-117
[c106]
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Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré:
Old techniques for new join algorithms: A case study in RDF processing. ICDE Workshops 2016: 97-102
[c105]
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Christopher De Sa, Christopher Ré, Kunle Olukotun:
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling. ICML 2016: 1567-1576
[c104]
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David Koeplinger, Raghu Prabhakar, Yaqi Zhang, Christina Delimitrou, Christos Kozyrakis, Kunle Olukotun:
Automatic Generation of Efficient Accelerators for Reconfigurable Hardware. ISCA 2016: 115-127
[c103]
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Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré:
EmptyHeaded: A Relational Engine for Graph Processing. SIGMOD Conference 2016: 431-446
2015
[c102]
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Lawrence C. McAfee, Kunle Olukotun:
EMEURO: a framework for generating multi-purpose accelerators via deep learning. CGO 2015: 125-135
[c101]
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Nithin George, HyoukJoong Lee, David Novo, Muhsen Owaida, David Andrews, Kunle Olukotun, Paolo Ienne:
Automatic support for multi-module parallelism from computational patterns. FPL 2015: 1-8
[c100]
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Christopher De Sa, Christopher Ré, Kunle Olukotun:
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems. ICML 2015: 2332-2341
[c99]
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Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré:
Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms. NIPS 2015: 2674-2682
[c98]
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Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré:
Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width. NIPS 2015: 3097-3105
[c97]
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Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Arvind K. Sujeeth, Manohar Jonnalagedda, Nada Amin, Georg Ofenbeck, Alen Stojanov, Yannis Klonatos, Mohammad Dashti, Christoph Koch, Markus Püschel, Kunle Olukotun:
Go Meta! A Case for Generative Programming and DSLs in Performance Critical Systems. SNAPL 2015: 238-261
2014
[c96]
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Sungpack Hong, Semih Salihoglu, Jennifer Widom, Kunle Olukotun:
Simplifying Scalable Graph Processing with a Domain-Specific Language. CGO 2014: 208
[c95]
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Jared Casper, Kunle Olukotun:
Hardware acceleration of database operations. FPGA 2014: 151-160
[c94]
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Nithin George, HyoukJoong Lee, David Novo, Tiark Rompf, Kevin J. Brown, Arvind K. Sujeeth, Martin Odersky, Kunle Olukotun, Paolo Ienne:
Hardware system synthesis from Domain-Specific Languages. FPL 2014: 1-8
[c93]
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Kunle Olukotun, Lance Hammond, Mark Willey:
Author's retrospective for: improving the performance of speculatively parallel applications on the hydra CMP. ICS 25th Anniversary 2014: 51-53
[c92]
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HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Tiark Rompf, Kunle Olukotun:
Locality-Aware Mapping of Nested Parallel Patterns on GPUs. MICRO 2014: 63-74
[c91]
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Tiark Rompf, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Kunle Olukotun:
Surgical precision JIT compilers. PLDI 2014: 41-52
[c90]
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Kunle Olukotun:
Beyond parallel programming with domain specific languages. PPoPP 2014: 179-180
2013
[c89]
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Arvind K. Sujeeth, Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Victoria Popic, Michael Wu, Aleksandar Prokopec, Vojin Jovanovic, Martin Odersky, Kunle Olukotun:
Composition and Reuse with Compiled Domain-Specific Languages. ECOOP 2013: 52-78
[c88]
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Arvind K. Sujeeth, Austin Gibbons, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Martin Odersky, Kunle Olukotun:
Forge: generating a high performance DSL implementation from a declarative specification. GPCE 2013: 145-154
[c87]
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Tiark Rompf, Arvind K. Sujeeth, Nada Amin, Kevin J. Brown, Vojin Jovanovic, HyoukJoong Lee, Manohar Jonnalagedda, Kunle Olukotun, Martin Odersky:
Optimizing data structures in high-level programs: new directions for extensible compilers based on staging. POPL 2013: 497-510
[c86]
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Sungpack Hong, Nicole C. Rodia, Kunle Olukotun:
On fast parallel detection of strongly connected components (SCC) in small-world graphs. SC 2013: 92:1-92:11
2012
[c85]
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Sungpack Hong, Hassan Chafi, Eric Sedlar, Kunle Olukotun:
Green-Marl: a DSL for easy and efficient graph analysis. ASPLOS 2012: 349-362
[c84]
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Sungpack Hong, Tayo Oguntebi, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
A case of system-level hardware/software co-design and co-verification of a commodity multi-processor system with custom hardware. CODES+ISSS 2012: 513-520
[c83]
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Kunle Olukotun:
High performance embedded domain specific languages. ICFP 2012: 139-140
[c82]
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Lawrence C. McAfee, Kunle Olukotun:
Utilizing Static Analysis and Code Generation to Accelerate Neural Networks. ICML 2012
2011
[c81]
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Sungpack Hong, Tayo Oguntebi, Kunle Olukotun:
Efficient Parallel Graph Exploration on Multi-Core CPU and GPU. PACT 2011: 78-88
[c80]
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Kevin J. Brown, Arvind K. Sujeeth, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun:
A Heterogeneous Parallel Framework for Domain-Specific Languages. PACT 2011: 89-100
[c79]
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Jared Casper, Tayo Oguntebi, Sungpack Hong, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
Hardware acceleration of transactional memory on commodity systems. ASPLOS 2011: 27-38
[c78]
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  - conf/cgo/HertzbergO11
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Ben Hertzberg, Kunle Olukotun:
Runtime automatic speculative parallelization. CGO 2011: 64-73
[c77]
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Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Tiark Rompf, Hassan Chafi, Michael Wu, Anand R. Atreya, Martin Odersky, Kunle Olukotun:
OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning. ICML 2011: 609-616
[c76]
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Per Stenström, Doug Burger, Wen-mei W. Hwu, Vipin Kumar, Kunle Olukotun, David A. Padua, Burton Smith:
Panel Statement. IPDPS 2011: 877
[c75]
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Hassan Chafi, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Anand R. Atreya, Kunle Olukotun:
A domain-specific approach to heterogeneous parallelism. PPoPP 2011: 35-46
[c74]
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Sungpack Hong, Sang Kyun Kim, Tayo Oguntebi, Kunle Olukotun:
Accelerating CUDA graph algorithms at maximum warp. PPoPP 2011: 267-276
[c73]
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  - journals/corr/abs-1109-0778
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Tiark Rompf, Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Hassan Chafi, Martin Odersky, Kunle Olukotun:
Building-Blocks for Performance Oriented DSLs. DSL 2011: 93-117
2010
[c72]
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Xiaobo Sharon Hu, Richard C. Murphy, Sudip S. Dosanjh, Kunle Olukotun, Stephen Poole:
Hardware/software co-design for high performance computing: challenges and opportunities. CODES+ISSS 2010: 63-64
[c71]
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Sang Kyun Kim, Peter Leonard McMahon, Kunle Olukotun:
A Large-Scale Architecture for Restricted Boltzmann Machines. FCCM 2010: 201-208
[c70]
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Tayo Oguntebi, Sungpack Hong, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
FARM: A Prototyping Environment for Tightly-Coupled, Heterogeneous Architectures. FCCM 2010: 221-228
[c69]
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Josep Torrellas, Bill Gropp, Vivek Sarkar, Jaime H. Moreno, Kunle Olukotun:
Extreme scale computing: Challenges and opportunities. HPCA 2010: 1
[c68]
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  - conf/iceccs/BaekBKO10
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Woongki Baek, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
Implementing and Evaluating a Model Checker for Transactional Memory Systems. ICECCS 2010: 117-126
[c67]
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Woongki Baek, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
Making nested parallel transactions practical using lightweight hardware support. ICS 2010: 61-71
[c66]
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Sungpack Hong, Tayo Oguntebi, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
Eigenbench: A simple exploration tool for orthogonal TM characteristics. IISWC 2010: 1-11
[c65]
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Kunle Olukotun:
Chip multiprocessor architecture: A programmability-driven approach. IPDPS 2010: 1
[c64]
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Hassan Chafi, Zach DeVito, Adriaan Moors, Tiark Rompf, Arvind K. Sujeeth, Pat Hanrahan, Martin Odersky, Kunle Olukotun:
Language virtualization for heterogeneous parallel computing. OOPSLA 2010: 835-847
[c63]
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Nathan Grasso Bronson, Jared Casper, Hassan Chafi, Kunle Olukotun:
Transactional predication: high-performance concurrent sets and maps for STM. PODC 2010: 6-15
[c62]
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Josep Torrellas, Bill Gropp, Jaime H. Moreno, Kunle Olukotun, Vivek Sarkar:
Extreme scale computing: challenges and opportunities. PPoPP 2010: 101-102
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Nathan Grasso Bronson, Jared Casper, Hassan Chafi, Kunle Olukotun:
A practical concurrent binary search tree. PPoPP 2010: 257-268
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Woongki Baek, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
Implementing and evaluating nested parallel transactions in software transactional memory. SPAA 2010: 253-262
2009
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Sang Kyun Kim, Lawrence C. McAfee, Peter Leonard McMahon, Kunle Olukotun:
A highly scalable Restricted Boltzmann Machine FPGA implementation. FPL 2009: 367-372
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Christos Kozyrakis, Kunle Olukotun:
The stanford pervasive parallelism lab. Hot Chips Symposium 2009: 1-29
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Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun:
Feedback-directed barrier optimization in a strongly isolated STM. POPL 2009: 213-225
2008
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Chi Cao Minh, JaeWoong Chung, Christos Kozyrakis, Kunle Olukotun:
STAMP: Stanford Transactional Applications for Multi-Processing. IISWC 2008: 35-46
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JaeWoong Chung, Jiwon Seo, Woongki Baek, Chi Cao Minh, Austen McDonald, Christos Kozyrakis, Kunle Olukotun:
Improving software concurrency with hardware-assisted memory snapshot. SPAA 2008: 363
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JaeWoong Chung, Woongki Baek, Nathan Grasso Bronson, Jiwon Seo, Christos Kozyrakis, Kunle Olukotun:
Ased: availability, security, and debugging support usingtransactional memory. SPAA 2008: 366
2007
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Woongki Baek, Chi Cao Minh, Martin Trautmann, Christos Kozyrakis, Kunle Olukotun:
The OpenTM Transactional Application Programming Interface. PACT 2007: 376-387
[c52]
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Njuguna Njoroge, Jared Casper, Sewook Wee, Yuriy Teslyar, Daxia Ge, Christos Kozyrakis, Kunle Olukotun:
ATLAS: a chip-multiprocessor with transactional memory support. DATE 2007: 3-8
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Sewook Wee, Jared Casper, Njuguna Njoroge, Yuriy Teslyar, Daxia Ge, Christos Kozyrakis, Kunle Olukotun:
A practical FPGA-based framework for novel CMP research. FPGA 2007: 116-125
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Hassan Chafi, Jared Casper, Brian D. Carlstrom, Austen McDonald, Chi Cao Minh, Woongki Baek, Christos Kozyrakis, Kunle Olukotun:
A Scalable, Non-blocking Approach to Transactional Memory. HPCA 2007: 97-108
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Chi Cao Minh, Martin Trautmann, JaeWoong Chung, Austen McDonald, Nathan Grasso Bronson, Jared Casper, Christos Kozyrakis, Kunle Olukotun:
An effective hybrid transactional memory system with strong isolation guarantees. ISCA 2007: 69-80
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Brian D. Carlstrom, Austen McDonald, Michael Carbin, Christos Kozyrakis, Kunle Olukotun:
Transactional collection classes. PPoPP 2007: 56-67
[c47]
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Woongki Baek, JaeWoong Chung, Chi Cao Minh, Christos Kozyrakis, Kunle Olukotun:
Towards soft optimization techniques for parallel cognitive applications. SPAA 2007: 59-60
2006
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Chaiyasit Manovit, Sudheendra Hangal, Hassan Chafi, Austen McDonald, Christos Kozyrakis, Kunle Olukotun:
Testing implementations of transactional memory. PACT 2006: 134-143
[c45]
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JaeWoong Chung, Chi Cao Minh, Austen McDonald, Travis Skare, Hassan Chafi, Brian D. Carlstrom, Christos Kozyrakis, Kunle Olukotun:
Tradeoffs in transactional memory virtualization. ASPLOS 2006: 371-381
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JaeWoong Chung, Hassan Chafi, Chi Cao Minh, Austen McDonald, Brian D. Carlstrom, Christos Kozyrakis, Kunle Olukotun:
The common case transactional behavior of multithreaded programs. HPCA 2006: 266-277
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Austen McDonald, JaeWoong Chung, Brian D. Carlstrom, Chi Cao Minh, Hassan Chafi, Christos Kozyrakis, Kunle Olukotun:
Architectural Semantics for Practical Transactional Memory. ISCA 2006: 53-65
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Cheng-Tao Chu, Sang Kyun Kim, Yi-An Lin, YuanYuan Yu, Gary R. Bradski, Andrew Y. Ng, Kunle Olukotun:
Map-Reduce for Machine Learning on Multicore. NIPS 2006: 281-288
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Brian D. Carlstrom, Austen McDonald, Hassan Chafi, JaeWoong Chung, Chi Cao Minh, Christoforos E. Kozyrakis, Kunle Olukotun:
The Atomos transactional programming language. PLDI 2006: 1-13
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Brad Schumitsch, Sebastian Thrun, Leonidas J. Guibas, Kunle Olukotun:
The Identity Management Kalman Filter (IMKF). Robotics: Science and Systems 2006
2005
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John D. Davis, James Laudon, Kunle Olukotun:
Maximizing CMP Throughput with Mediocre Cores. IEEE PACT 2005: 51-62
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Austen McDonald, JaeWoong Chung, Hassan Chafi, Chi Cao Minh, Brian D. Carlstrom, Lance Hammond, Christos Kozyrakis, Kunle Olukotun:
Characterization of TCC on Chip-Multiprocessors. IEEE PACT 2005: 63-74
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Kunle Olukotun:
A New Approach to Programming and Prototyping Parallel Systems. HiPC 2005: 4
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Hassan Chafi, Chi Cao Minh, Austen McDonald, Brian D. Carlstrom, JaeWoong Chung, Lance Hammond, Christos Kozyrakis, Kunle Olukotun:
TAPE: a transactional application profiling environment. ICS 2005: 199-208
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Ayodele Thomas, Kunle Olukotun:
An Application Analysis Framework For Polymorphic Chip Multiprocessors. IPDPS 2005
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Brad Schumitsch, Sebastian Thrun, Gary R. Bradski, Kunle Olukotun:
The Information-Form Data Association Filter. NIPS 2005: 1193-1200
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Manohar K. Prabhu, Kunle Olukotun:
Exposing speculative thread parallelism in SPEC2000. PPoPP 2005: 142-152
2004
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Lance Hammond, Brian D. Carlstrom, Vicky Wong, Ben Hertzberg, Michael K. Chen, Christos Kozyrakis, Kunle Olukotun:
Programming with transactional coherence and consistency (TCC). ASPLOS 2004: 1-13
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Lance Hammond, Vicky Wong, Michael K. Chen, Brian D. Carlstrom, John D. Davis, Ben Hertzberg, Manohar K. Prabhu, Honggo Wijaya, Christos Kozyrakis, Kunle Olukotun:
Transactional Memory Coherence and Consistency. ISCA 2004: 102-113
2003
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Michael K. Chen, Kunle Olukotun:
TEST: A Tracer for Extracting Speculative Thread. CGO 2003: 301-314
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Michael K. Chen, Kunle Olukotun:
The Jrpm System for Dynamically Parallelizing Java Programs. ISCA 2003: 434-445
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Manohar K. Prabhu, Kunle Olukotun:
Using thread-level speculation to simplify manual parallelization. PPoPP 2003: 1-12
2002
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Valeria Bertacco, Kunle Olukotun:
Efficient state representation for symbolic simulation. DAC 2002: 99-104
[c26]
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Michael K. Chen, Kunle Olukotun:
Targeting Dynamic Compilation for Embedded Environments. Java Virtual Machine Research and Technology Symposium 2002: 151-164
1999
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Rachid Helaihel, Kunle Olukotun:
JMTP: an architecture for exploiting concurrency in embedded Java applications with real-time considerations. ICCAD 1999: 551-557
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Kunle Olukotun, Lance Hammond, Mark Willey:
Improving the performance of speculatively parallel applications on the Hydra CMP. International Conference on Supercomputing 1999: 21-30
1998
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Michael K. Chen, Kunle Olukotun:
Exploiting Method-Level Parallelism in Single-Threaded Java Programs. IEEE PACT 1998: 176-
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Lance Hammond, Mark Willey, Kunle Olukotun:
Data Speculation Support for a Chip Multiprocessor. ASPLOS 1998: 58-69
[c21]
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Kunle Olukotun, Mark A. Heinrich, David Ofelt:
Digital System Simulation: Methodologies and Examples. DAC 1998: 658-663
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Takashi Miyamori, Kunle Olukotun:
A Quantitative Analysis of Reconfigurable Coprocessors for Multimedia Applications. FCCM 1998: 2-11
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Takashi Miyamori, Kunle Olukotun:
REMARC: Reconfigurable Multimedia Array Coprocessor (Abstract). FPGA 1998: 261
[c18]
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Victor J. Lam, Kunle Olukotun:
DCP: an algorithm for datapath/control partitioning of synthesizable RTL models. ICCD 1998: 442-449
1997
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Tadaaki Yamauchi, Lance Hammond, Kunle Olukotun:
The Hierarchical Multi-Bank DRAM: A High-Performance Architecture for Memory Integrated with Processors. ARVLSI 1997: 303-319
[c16]
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Jeremy R. Levitt, Kunle Olukotun:
Verifying correct pipeline implementation for microprocessors. ICCAD 1997: 162-169
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Rachid Helaihel, Kunle Olukotun:
Java as a specification language for hardware-software systems. ICCAD 1997: 690-697
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Kenneth M. Wilson, Kunle Olukotun:
Designing High Bandwidth On-Chip Caches. ISCA 1997: 121-132
1996
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Kunle Olukotun, Basem A. Nayfeh, Lance Hammond, Kenneth G. Wilson, Kunyung Chang:
The Case for a Single-Chip Multiprocessor. ASPLOS 1996: 2-11
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Jeremy R. Levitt, Kunle Olukotun:
A Scalable Formal Verification Methodology for Pipelined Microprocessors. DAC 1996: 558-563
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Basem A. Nayfeh, Kunle Olukotun, Jaswinder Pal Singh:
The Impact of Shared-Cache Clustering in Small-Scale Shared-Memory Multiprocessors. HPCA 1996: 74-84
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Basem A. Nayfeh, Lance Hammond, Kunle Olukotun:
Evaluation of Design Alternatives for a Multiprocessor Microprocessor. ISCA 1996: 67-77
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Kenneth M. Wilson, Kunle Olukotun, Mendel Rosenblum:
Increasing Cache Port Efficiency for Dynamic Superscalar Microprocessors. ISCA 1996: 147-157
1995
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Robert S. French, Monica S. Lam, Jeremy R. Levitt, Kunle Olukotun:
A General Method for Compiling Event-Driven Simulations. DAC 1995: 151-156
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Andrew Erlichson, Basem A. Nayfeh, Jaswinder Pal Singh, Kunle Olukotun:
The Benefits of Clustering in Shared Address Space Multiprocessors: An Applications-Driven Investigation. SC 1995: 60
1994
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Basem A. Nayfeh, Kunle Olukotun:
Exploring the Design Space for a Shared-Cache Multiprocessor. ISCA 1994: 166-175
1992
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Kunle Olukotun, Trevor N. Mudge, Richard B. Brown:
Performance Optimization of Pipelined Primary Caches. ISCA 1992: 181-190
1991
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Kunle Olukotun, Trevor N. Mudge, Richard B. Brown:
Implementing a Cache for a High-Performance GaAs Microprocessor. ISCA 1991: 138-147
1990
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Karem A. Sakallah, Trevor N. Mudge, Kunle Olukotun:
Analysis and Design of Latch-Controlled Synchronous Digital Circuits. DAC 1990: 111-117
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Karem A. Sakallah, Trevor N. Mudge, Kunle Olukotun:
check T_c and min T_c: Timing Verification and Optimal Clocking of Synchronous Digtal Circuits. ICCAD 1990: 552-555
1987
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Kunle Olukotun, Trevor N. Mudge:
A Preliminary Investigation into Parallel Routing on a Hypercube Computer. DAC 1987: 814-820

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2015
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Kunle Olukotun, Aaron Smith, Robert Hundt, Jason Mars:
Proceedings of the 13th Annual IEEE/ACM International Symposium on Code Generation and Optimization, CGO 2015, San Francisco, CA, USA, February 07 - 11, 2015. IEEE Computer Society 2015, ISBN 978-1-4799-8161-8 [contents]
2009
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Stephen W. Keckler, Kunle Olukotun, H. Peter Hofstee:
Multicore Processors and Systems. Integrated Circuits and Systems, Springer 2009, ISBN 978-1-4419-0262-7 [contents]
2008
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Andreas Moshovos, David Tarditi, Kunle Olukotun:
17th International Conference on Parallel Architectures and Compilation Techniques, PACT 2008, Toronto, Ontario, Canada, October 25-29, 2008. ACM 2008, ISBN 978-1-60558-282-5 [contents]

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2024
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  - journals/corr/abs-2404-16629
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Gina Sohn, Nathan Zhang, Kunle Olukotun:
Implementing and Optimizing the Scaled Dot-Product Attention on Streaming Dataflow. CoRR abs/2404.16629 (2024)
[i27]
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  - journals/corr/abs-2405-07518
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Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Karen Li, Yongning Sheng, Joshua Brot, Denis Sokolov, Apurv Vivek, Calvin Leung, Arjun Sabnis, Jiayu Bai, Tuowen Zhao, Mark Gottscho, David Jackson, Mark Luttrell, Manish K. Shah, Edison Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Dawei Huang, Sumti Jairath, Kevin J. Brown, Kunle Olukotun:
SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. CoRR abs/2405.07518 (2024)
2023
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  - journals/corr/abs-2302-06124
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Alexander Rucker, Shiv Sundram, Coleman Smith, Matthew Vilim, Raghu Prabhakar, Fredrik Kjolstad, Kunle Olukotun:
Revet: A Language and Compiler for Dataflow Threads. CoRR abs/2302.06124 (2023)
2022
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Matthew Feldman, Tian Zhao, Kunle Olukotun:
Efficient Memory Partitioning in Software Defined Hardware. CoRR abs/2202.01261 (2022)
[i24]
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  - journals/corr/abs-2206-05592
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Tushar Swamy, Annus Zulfiqar, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun:
Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks. CoRR abs/2206.05592 (2022)
[i23]
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Olivia Hsu, Maxwell Strange, Jaeyeon Won, Ritvik Sharma, Kunle Olukotun, Joel S. Emer, Mark Horowitz, Fredrik Kjolstad:
The Sparse Abstract Machine. CoRR abs/2208.14610 (2022)
[i22]
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Olivia Hsu, Alexander Rucker, Tian Zhao, Kunle Olukotun, Fredrik Kjolstad:
Stardust: Compiling Sparse Tensor Algebra to a Reconfigurable Dataflow Architecture. CoRR abs/2211.03251 (2022)
[i21]
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  - journals/corr/abs-2212-11142
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Erik Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi:
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. CoRR abs/2212.11142 (2022)
2021
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Alexander Rucker, Matthew Vilim, Tian Zhao, Yaqi Zhang, Raghu Prabhakar, Kunle Olukotun:
Capstan: A Vector RDA for Sparsity. CoRR abs/2104.12760 (2021)
2020
[i19]
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Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun:
Taurus: An Intelligent Data Plane. CoRR abs/2002.08987 (2020)
[i18]
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Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter:
Prior-guided Bayesian Optimization. CoRR abs/2006.14608 (2020)
2019
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Artur L. F. Souza, Leonardo B. Oliveira, Sabine Hollatz, Matthew Feldman, Kunle Olukotun, James M. Holton, Aina E. Cohen, Luigi Nardi:
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning. CoRR abs/1904.11834 (2019)
[i16]
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  - journals/corr/abs-1905-10336
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Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun:
Polystore++: Accelerated Polystore System for Heterogeneous Workloads. CoRR abs/1905.10336 (2019)
[i15]
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Kunle Olukotun, Raghu Prabhakar, Rekha Singhal, Jeffrey D. Ullman, Yaqi Zhang:
Efficient Multiway Hash Join on Reconfigurable Hardware. CoRR abs/1905.13376 (2019)
[i14]
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Tian Zhao, Yaqi Zhang, Kunle Olukotun:
Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. CoRR abs/1909.13654 (2019)
2018
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Christopher De Sa, Megan Leszczynski, Jian Zhang, Alana Marzoev, Christopher R. Aberger, Kunle Olukotun, Christopher Ré:
High-Accuracy Low-Precision Training. CoRR abs/1803.03383 (2018)
[i12]
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  - journals/corr/abs-1806-01427
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Cody Coleman, Daniel Kang, Deepak Narayanan, Luigi Nardi, Tian Zhao, Jian Zhang, Peter Bailis, Kunle Olukotun, Christopher Ré, Matei Zaharia:
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark. CoRR abs/1806.01427 (2018)
[i11]
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  - journals/corr/abs-1810-05236
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Luigi Nardi, David Koeplinger, Kunle Olukotun:
Practical Design Space Exploration. CoRR abs/1810.05236 (2018)
2017
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Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf:
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark. CoRR abs/1703.08219 (2017)
[i9]
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Peter Bailis, Kunle Olukotun, Christopher Ré, Matei Zaharia:
Infrastructure for Usable Machine Learning: The Stanford DAWN Project. CoRR abs/1705.07538 (2017)
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Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré:
LevelHeaded: Making Worst-Case Optimal Joins Work in the Common Case. CoRR abs/1708.07859 (2017)
2016
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Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré:
Old Techniques for New Join Algorithms: A Case Study in RDF Processing. CoRR abs/1602.03557 (2016)
[i6]
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Christopher De Sa, Kunle Olukotun, Christopher Ré:
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling. CoRR abs/1602.07415 (2016)
2015
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Christopher R. Aberger, Andres Nötzli, Kunle Olukotun, Christopher Ré:
EmptyHeaded: Boolean Algebra Based Graph Processing. CoRR abs/1503.02368 (2015)
[i4]
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Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré:
Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms. CoRR abs/1506.06438 (2015)
[i3]
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Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré:
Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width. CoRR abs/1510.00756 (2015)
[i2]
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Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun:
Generating Configurable Hardware from Parallel Patterns. CoRR abs/1511.06968 (2015)
2014
[i1]
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Christopher De Sa, Kunle Olukotun, Christopher Ré:
Global Convergence of Stochastic Gradient Descent for Some Nonconvex Matrix Problems. CoRR abs/1411.1134 (2014)

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