Kunle Olukotun

217 papers A* 56A 28B 26C 2Misc 6Journal 64Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI+HW 2035: Shaping the Next Decade. CoRR Deming Chen, Jason Cong, Azalia Mirhoseini, Christos Kozyrakis, Subhasish Mitra, Jinjun Xiong, Cliff Young, Anima Anandkumar, Michael L. Littman, Aron Kirschen, Sophia Shao, Serge Leef, Naresh R. Shanbhag, Dejan S. Milojicic, Michael Schulte, Gert Cauwenberghs, Jerry M. Chow, Tri Dao, Kailash Gopalakrishnan, Richard Ho, Hoshik Kim, Kunle Olukotun, David Z. Pan, Mark Ren, Dan Roth, Aarti Singh, Yizhou Sun, Yusu Wang, Yann LeCun, Ruchir Puri
2026	—	`conf`	FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow. ASPLOS (2) Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu
2026	—	`conf`	Streaming Tensor Programs: A Streaming Abstraction for Dynamic Parallelism. ASPLOS (2) Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun
2025	J	`jnl`	AccelOpt: A Self-Improving LLM Agentic System for AI Accelerator Kernel Optimization. CoRR Genghan Zhang, Shaowei Zhu, Anjiang Wei, Zhenyu Song, Allen Nie, Zhen Jia, Nandita Vijaykumar, Yida Wang, Kunle Olukotun
2025	A*	`conf`	Adaptive Self-improvement LLM Agentic System for ML Library Development. ICML Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
2025	J	`jnl`	Adaptive Self-improvement LLM Agentic System for ML Library Development. CoRR Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
2025	J	`jnl`	Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models. CoRR Qizheng Zhang, Changran Hu, Shubhangi Upasani, Boyuan Ma, Fenglu Hong, Vamsidhar Kamanuru, Jay Rainton, Chen Wu, Mengmeng Ji, Hanchen Li, Urmish Thakker, James Zou, Kunle Olukotun
2025	J	`jnl`	Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching. CoRR Qizheng Zhang, Michael Wornow, Kunle Olukotun
2025	J	`jnl`	Cyclotron: Compilation of Recurrences to Distributed and Systolic Architectures. CoRR Shiv Sundram, Akhilesh Balasingam, Nathan Zhang, Kunle Olukotun, Fredrik Kjolstad
2025	J	`jnl`	FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow. CoRR Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu
2025	A*	`conf`	LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits. ICML Zikai Zhou, Qizheng Zhang, Hermann Kumbong, Kunle Olukotun
2025	J	`jnl`	LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits. CoRR Zikai Zhou, Qizheng Zhang, Hermann Kumbong, Kunle Olukotun
2025	C	`conf`	SSM-RDU: A Reconfigurable Dataflow Unit for Long-Sequence State-Space Models. ICCD Sho Ko, Kunle Olukotun
2025	A	`conf`	Stardust: Compiling Sparse Tensor Algebra to a Reconfigurable Dataflow Architecture. CGO Olivia Hsu, Alexander Rucker, Tian Zhao, Varun Desai, Kunle Olukotun, Fredrik Kjolstad
2025	J	`jnl`	Streaming Tensor Program: A streaming abstraction for dynamic parallelism. CoRR Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun
2024	A*	`conf`	Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents. OSDI Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun
2024	—	`conf`	Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents. PACMI@SOSP Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun
2024	J	`jnl`	Composition of Experts on the SN40L Reconfigurable Dataflow Unit. IEEE Micro Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Xiaoyan Li, Joshua Brot, Calvin Leung, Tuowen Zhao, Mark Gottscho, Zhengyu Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Kevin J. Brown, Kunle Olukotun
2024	J	`jnl`	DFModel: Design Space Optimization of Large-Scale Systems Exploiting Dataflow Mappings. CoRR Sho Ko, Nathan Zhang, Olivia Hsu, Ardavan Pedram, Kunle Olukotun
2024	J	`jnl`	Implementing and Optimizing the Scaled Dot-Product Attention on Streaming Dataflow. CoRR Gina Sohn, Nathan Zhang, Kunle Olukotun
2024	A*	`conf`	Revet: A Language and Compiler for Dataflow Threads. HPCA Alexander C. Rucker, Shiv Sundram, Coleman Smith, Matthew Vilim, Raghu Prabhakar, Fredrik Kjølstad, Kunle Olukotun
2024	A*	`conf`	SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. MICRO Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Xiaoyan 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, Zhengyu Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Dawei Huang, Sumti Jairath, Kevin J. Brown, Kunle Olukotun
2024	J	`jnl`	SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. CoRR 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
2024	A*	`conf`	The Dataflow Abstract Machine Simulator Framework. ISCA Nathan Zhang, Rubens Lacouture, Gina Sohn, Paul Mure, Qizheng Zhang, Fredrik Kjolstad, Kunle Olukotun
2023	—	`conf`	BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. ASPLOS (4) Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
2023	—	`conf`	Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks. ASPLOS (3) Tushar Swamy, Annus Zulfiqar, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2023	J	`jnl`	Mosaic: An Interoperable Compiler for Tensor Algebra. Proc. ACM Program. Lang. Manya Bansal, Olivia Hsu, Kunle Olukotun, Fredrik Kjolstad
2023	J	`jnl`	Revet: A Language and Compiler for Dataflow Threads. CoRR Alexander Rucker, Shiv Sundram, Coleman Smith, Matthew Vilim, Raghu Prabhakar, Fredrik Kjolstad, Kunle Olukotun
2023	—	`conf`	Sigma: Compiling Einstein Summations to Locality-Aware Dataflow. ASPLOS (2) Tian Zhao, Alexander Rucker, Kunle Olukotun
2023	—	`conf`	The Sparse Abstract Machine. ASPLOS (3) Olivia Hsu, Maxwell Strange, Ritvik Sharma, Jaeyeon Won, Kunle Olukotun, Joel S. Emer, Mark A. Horowitz, Fredrik Kjølstad
2022	—	`conf`	Accelerating SLIDE: Exploiting Sparsity on Accelerator Architectures. IPDPS Workshops Sho Ko, Alexander Rucker, Yaqi Zhang, Paul Mure, Kunle Olukotun
2022	J	`jnl`	BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. CoRR Erik Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
2022	J	`jnl`	Efficient Memory Partitioning in Software Defined Hardware. CoRR Matthew Feldman, Tian Zhao, Kunle Olukotun
2022	J	`jnl`	Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks. CoRR Tushar Swamy, Annus Zulfiqar, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2022	J	`jnl`	Stardust: Compiling Sparse Tensor Algebra to a Reconfigurable Dataflow Architecture. CoRR Olivia Hsu, Alexander Rucker, Tian Zhao, Kunle Olukotun, Fredrik Kjolstad
2022	A*	`conf`	Taurus: a data plane architecture for per-packet ML. ASPLOS Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Ishan Gaur, Kunle Olukotun
2022	J	`jnl`	The Sparse Abstract Machine. CoRR Olivia Hsu, Maxwell Strange, Jaeyeon Won, Ritvik Sharma, Kunle Olukotun, Joel S. Emer, Mark Horowitz, Fredrik Kjolstad
2021	A	`conf`	"Let the Data Flow!". CIDR Kunle Olukotun
2021	A*	`conf`	Aurochs: An Architecture for Dataflow Threads. ISCA Matthew Vilim, Alexander Rucker, Kunle Olukotun
2021	—	`conf`	Bayesian Optimization with a Prior for the Optimum. ECML/PKDD (3) Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
2021	A*	`conf`	Capstan: A Vector RDA for Sparsity. MICRO Alexander Rucker, Matthew Vilim, Tian Zhao, Yaqi Zhang, Raghu Prabhakar, Kunle Olukotun
2021	J	`jnl`	Capstan: A Vector RDA for Sparsity. CoRR Alexander Rucker, Matthew Vilim, Tian Zhao, Yaqi Zhang, Raghu Prabhakar, Kunle Olukotun
2021	J	`jnl`	Chopping off the Tail: Bounded Non-Determinism for Real-Time Accelerators. IEEE Comput. Archit. Lett. Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun
2021	J	`jnl`	Compilation of sparse array programming models. Proc. ACM Program. Lang. Rawn Henry, Olivia Hsu, Rohan Yadav, Stephen Chou, Kunle Olukotun, Saman P. Amarasinghe, Fredrik Kjolstad
2021	—	`conf`	High performance lattice regression on FPGAs via a high level hardware description language. FPT Nathan Zhang, Matthew Feldman, Kunle Olukotun
2021	A*	`conf`	SARA: Scaling a Reconfigurable Dataflow Accelerator. ISCA Yaqi Zhang, Nathan Zhang, Tian Zhao, Matt Vilim, Muhammad Shahbaz, Kunle Olukotun
2020	A*	`conf`	Gorgon: Accelerating Machine Learning from Relational Data. ISCA Matthew Vilim, Alexander Rucker, Yaqi Zhang, Sophia Liu, Kunle Olukotun
2020	J	`jnl`	Prior-guided Bayesian Optimization. CoRR Artur L. F. Souza, Luigi Nardi, Leonardo B. Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
2020	J	`jnl`	Taurus: An Intelligent Data Plane. CoRR Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun
2019	J	`jnl`	Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark. ACM SIGOPS Oper. Syst. Rev. Cody Coleman, Daniel Kang, Deepak Narayanan, Luigi Nardi, Tian Zhao, Jian Zhang, Peter Bailis, Kunle Olukotun, Christopher Ré, Matei Zaharia
2019	J	`jnl`	DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning. CoRR Artur L. F. Souza, Leonardo B. Oliveira, Sabine Hollatz, Matthew Feldman, Kunle Olukotun, James M. Holton, Aina E. Cohen, Luigi Nardi
2019	—	`conf`	Efficient Multiway Hash Join on Reconfigurable Hardware. TPCTC Rekha Singhal, Yaqi Zhang, Jeffrey D. Ullman, Raghu Prabhakar, Kunle Olukotun
2019	J	`jnl`	Efficient Multiway Hash Join on Reconfigurable Hardware. CoRR Kunle Olukotun, Raghu Prabhakar, Rekha Singhal, Jeffrey D. Ullman, Yaqi Zhang
2019	—	`conf`	Elastic RSS: Co-Scheduling Packets and Cores Using Programmable NICs. APNet Alexander Rucker, Muhammad Shahbaz, Tushar Swamy, Kunle Olukotun
2019	B	`conf`	HyperMapper: a Practical Design Space Exploration Framework. MASCOTS Luigi Nardi, Artur L. F. Souza, David Koeplinger, Kunle Olukotun
2019	A	`conf`	Polystore++: Accelerated Polystore System for Heterogeneous Workloads. ICDCS Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2019	J	`jnl`	Polystore++: Accelerated Polystore System for Heterogeneous Workloads. CoRR Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2019	B	`conf`	Practical Design Space Exploration. MASCOTS Luigi Nardi, David Koeplinger, Kunle Olukotun
2019	A*	`conf`	Scalable interconnects for reconfigurable spatial architectures. ISCA Yaqi Zhang, Alexander Rucker, Matthew Vilim, Raghu Prabhakar, William Hwang, Kunle Olukotun
2019	—	`conf`	Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. SysML Tian Zhao, Yaqi Zhang, Kunle Olukotun
2019	J	`jnl`	Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. CoRR Tian Zhao, Yaqi Zhang, Kunle Olukotun
2019	B	`conf`	TensorFlow to Cloud FPGAs: Tradeoffs for Accelerating Deep Neural Networks. FPL Stefan Hadjis, Kunle Olukotun
2018	J	`jnl`	Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark. CoRR Cody Coleman, Daniel Kang, Deepak Narayanan, Luigi Nardi, Tian Zhao, Jian Zhang, Peter Bailis, Kunle Olukotun, Christopher Ré, Matei Zaharia
2018	—	`conf`	Exploring the Utility of Developer Exhaust. DEEM@SIGMOD Jian Zhang, Max Lam, Stephanie Wang, Paroma Varma, Luigi Nardi, Kunle Olukotun, Christopher Ré
2018	A*	`conf`	Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data. OSDI Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf
2018	J	`jnl`	High-Accuracy Low-Precision Training. CoRR Christopher De Sa, Megan Leszczynski, Jian Zhang, Alana Marzoev, Christopher R. Aberger, Kunle Olukotun, Christopher Ré
2018	A*	`conf`	LevelHeaded: A Unified Engine for Business Intelligence and Linear Algebra Querying. ICDE Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré
2018	J	`jnl`	Plasticine: A Reconfigurable Accelerator for Parallel Patterns. IEEE Micro Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
2018	J	`jnl`	Practical Design Space Exploration. CoRR Luigi Nardi, David Koeplinger, Kunle Olukotun
2018	A*	`conf`	Spatial: a language and compiler for application accelerators. PLDI David Koeplinger, Matthew Feldman, Raghu Prabhakar, Yaqi Zhang, Stefan Hadjis, Ruben Fiszel, Tian Zhao, Luigi Nardi, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
2017	J	`jnl`	EmptyHeaded: A Relational Engine for Graph Processing. ACM Trans. Database Syst. Christopher R. Aberger, Andrew Lamb, Susan Tu, Andres Nötzli, Kunle Olukotun, Christopher Ré
2017	A*	`conf`	Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling. IJCAI Christopher De Sa, Kunle Olukotun, Christopher Ré
2017	J	`jnl`	Flare: Native Compilation for Heterogeneous Workloads in Apache Spark. CoRR Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown, Kunle Olukotun, Tiark Rompf
2017	J	`jnl`	Infrastructure for Usable Machine Learning: The Stanford DAWN Project. CoRR Peter Bailis, Kunle Olukotun, Christopher Ré, Matei Zaharia
2017	J	`jnl`	LevelHeaded: Making Worst-Case Optimal Joins Work in the Common Case. CoRR Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré
2017	J	`jnl`	Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded. Proc. VLDB Endow. Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré
2017	A*	`conf`	Plasticine: A Reconfigurable Architecture For Parallel Paterns. ISCA Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun
2017	A*	`conf`	Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent. ISCA Christopher De Sa, Matthew Feldman, Christopher Ré, Kunle Olukotun
2016	A*	`conf`	Automatic Generation of Efficient Accelerators for Reconfigurable Hardware. ISCA David Koeplinger, Raghu Prabhakar, Yaqi Zhang, Christina Delimitrou, Christos Kozyrakis, Kunle Olukotun
2016	—	`conf`	EmptyHeaded: A Relational Engine for Graph Processing. SIGMOD Conference Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré
2016	A*	`conf`	Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling. ICML Christopher De Sa, Christopher Ré, Kunle Olukotun
2016	J	`jnl`	Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling. CoRR Christopher De Sa, Kunle Olukotun, Christopher Ré
2016	A*	`conf`	Generating Configurable Hardware from Parallel Patterns. ASPLOS Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun
2016	A	`conf`	GraphOps: A Dataflow Library for Graph Analytics Acceleration. FPGA Tayo Oguntebi, Kunle Olukotun
2016	A	`conf`	Have abstraction and eat performance, too: optimized heterogeneous computing with parallel patterns. CGO Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Arvind K. Sujeeth, Christopher De Sa, Christopher R. Aberger, Kunle Olukotun
2016	J	`jnl`	Old Techniques for New Join Algorithms: A Case Study in RDF Processing. CoRR Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré
2016	—	`conf`	Old techniques for new join algorithms: A case study in RDF processing. ICDE Workshops Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré
2016	B	`conf`	Scaling Data Analytics with Moore's Law. PACT Kunle Olukotun
2015	B	`conf`	Automatic support for multi-module parallelism from computational patterns. FPL Nithin George, HyoukJoong Lee, David Novo, Muhsen Owaida, David Andrews, Kunle Olukotun, Paolo Ienne
2015	A	`conf`	EMEURO: a framework for generating multi-purpose accelerators via deep learning. CGO Lawrence C. McAfee, Kunle Olukotun
2015	J	`jnl`	EmptyHeaded: Boolean Algebra Based Graph Processing. CoRR Christopher R. Aberger, Andres Nötzli, Kunle Olukotun, Christopher Ré
2015	J	`jnl`	Energy-Efficient Abundant-Data Computing: The N3XT 1, 000x. Computer 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
2015	J	`jnl`	Generating Configurable Hardware from Parallel Patterns. CoRR Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun
2015	A*	`conf`	Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems. ICML Christopher De Sa, Christopher Ré, Kunle Olukotun
2015	—	`conf`	Go Meta! A Case for Generative Programming and DSLs in Performance Critical Systems. SNAPL 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
2015	A	`ed.`	Proceedings of the 13th Annual IEEE/ACM International Symposium on Code Generation and Optimization, CGO 2015, San Francisco, CA, USA, February 07 - 11, 2015 CGO Kunle Olukotun, Aaron Smith, Robert Hundt, Jason Mars
2015	—	`conf`	Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width. NIPS Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré
2015	J	`jnl`	Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width. CoRR Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré
2015	J	`jnl`	Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms. CoRR Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré
2015	—	`conf`	Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms. NIPS Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré
2014	—	`conf`	Author's retrospective for: improving the performance of speculatively parallel applications on the hydra CMP. ICS 25th Anniversary Kunle Olukotun, Lance Hammond, Mark Willey
2014	B	`conf`	Beyond parallel programming with domain specific languages. PPoPP Kunle Olukotun
2014	J	`jnl`	Delite: A Compiler Architecture for Performance-Oriented Embedded Domain-Specific Languages. ACM Trans. Embed. Comput. Syst. Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun
2014	J	`jnl`	Global Convergence of Stochastic Gradient Descent for Some Nonconvex Matrix Problems. CoRR Christopher De Sa, Kunle Olukotun, Christopher Ré
2014	J	`jnl`	Guest Editorial. Int. J. Parallel Program. Alba de Melo, Jean-Luc Gaudiot, Luiz De Rose, Kunle Olukotun, Albert Y. Zomaya
2014	A	`conf`	Hardware acceleration of database operations. FPGA Jared Casper, Kunle Olukotun
2014	B	`conf`	Hardware system synthesis from Domain-Specific Languages. FPL Nithin George, HyoukJoong Lee, David Novo, Tiark Rompf, Kevin J. Brown, Arvind K. Sujeeth, Martin Odersky, Kunle Olukotun, Paolo Ienne
2014	A*	`conf`	Locality-Aware Mapping of Nested Parallel Patterns on GPUs. MICRO HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Tiark Rompf, Kunle Olukotun
2014	A	`conf`	Simplifying Scalable Graph Processing with a Domain-Specific Language. CGO Sungpack Hong, Semih Salihoglu, Jennifer Widom, Kunle Olukotun
2014	A*	`conf`	Surgical precision JIT compilers. PLDI Tiark Rompf, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Kunle Olukotun
2013	A	`conf`	Composition and Reuse with Compiled Domain-Specific Languages. ECOOP Arvind K. Sujeeth, Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Victoria Popic, Michael Wu, Aleksandar Prokopec, Vojin Jovanovic, Martin Odersky, Kunle Olukotun
2013	B	`conf`	Forge: generating a high performance DSL implementation from a declarative specification. GPCE Arvind K. Sujeeth, Austin Gibbons, Kevin J. Brown, HyoukJoong Lee, Tiark Rompf, Martin Odersky, Kunle Olukotun
2013	A	`conf`	On fast parallel detection of strongly connected components (SCC) in small-world graphs. SC Sungpack Hong, Nicole C. Rodia, Kunle Olukotun
2013	A*	`conf`	Optimizing data structures in high-level programs: new directions for extensible compilers based on staging. POPL Tiark Rompf, Arvind K. Sujeeth, Nada Amin, Kevin J. Brown, Vojin Jovanovic, HyoukJoong Lee, Manohar Jonnalagedda, Kunle Olukotun, Martin Odersky
2012	Misc	`conf`	A case of system-level hardware/software co-design and co-verification of a commodity multi-processor system with custom hardware. CODES+ISSS Sungpack Hong, Tayo Oguntebi, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2012	A*	`conf`	Green-Marl: a DSL for easy and efficient graph analysis. ASPLOS Sungpack Hong, Hassan Chafi, Eric Sedlar, Kunle Olukotun
2012	A	`conf`	High performance embedded domain specific languages. ICFP Kunle Olukotun
2012	A*	`conf`	Utilizing Static Analysis and Code Generation to Accelerate Neural Networks. ICML Lawrence C. McAfee, Kunle Olukotun
2011	B	`conf`	A Heterogeneous Parallel Framework for Domain-Specific Languages. PACT Kevin J. Brown, Arvind K. Sujeeth, HyoukJoong Lee, Tiark Rompf, Hassan Chafi, Martin Odersky, Kunle Olukotun
2011	B	`conf`	A domain-specific approach to heterogeneous parallelism. PPoPP Hassan Chafi, Arvind K. Sujeeth, Kevin J. Brown, HyoukJoong Lee, Anand R. Atreya, Kunle Olukotun
2011	B	`conf`	Accelerating CUDA graph algorithms at maximum warp. PPoPP Sungpack Hong, Sang Kyun Kim, Tayo Oguntebi, Kunle Olukotun
2011	—	`conf`	Building-Blocks for Performance Oriented DSLs DSL Tiark Rompf, Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Hassan Chafi, Martin Odersky, Kunle Olukotun
2011	B	`conf`	Efficient Parallel Graph Exploration on Multi-Core CPU and GPU. PACT Sungpack Hong, Tayo Oguntebi, Kunle Olukotun
2011	A*	`conf`	Hardware acceleration of transactional memory on commodity systems. ASPLOS Jared Casper, Tayo Oguntebi, Sungpack Hong, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2011	J	`jnl`	Implementing Domain-Specific Languages for Heterogeneous Parallel Computing. IEEE Micro HyoukJoong Lee, Kevin J. Brown, Arvind K. Sujeeth, Hassan Chafi, Tiark Rompf, Martin Odersky, Kunle Olukotun
2011	A*	`conf`	OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning. ICML Arvind K. Sujeeth, HyoukJoong Lee, Kevin J. Brown, Tiark Rompf, Hassan Chafi, Michael Wu, Anand R. Atreya, Martin Odersky, Kunle Olukotun
2011	A	`conf`	Panel Statement. IPDPS Per Stenström, Doug Burger, Wen-mei W. Hwu, Vipin Kumar, Kunle Olukotun, David A. Padua, Burton Smith
2011	A	`conf`	Runtime automatic speculative parallelization. CGO Ben Hertzberg, Kunle Olukotun
2010	Misc	`conf`	A Large-Scale Architecture for Restricted Boltzmann Machines. FCCM Sang Kyun Kim, Peter Leonard McMahon, Kunle Olukotun
2010	B	`conf`	A practical concurrent binary search tree. PPoPP Nathan Grasso Bronson, Jared Casper, Hassan Chafi, Kunle Olukotun
2010	A	`conf`	Chip multiprocessor architecture: A programmability-driven approach. IPDPS Kunle Olukotun
2010	—	`conf`	Eigenbench: A simple exploration tool for orthogonal TM characteristics. IISWC Sungpack Hong, Tayo Oguntebi, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2010	A*	`conf`	Extreme scale computing: Challenges and opportunities. HPCA Josep Torrellas, Bill Gropp, Vivek Sarkar, Jaime H. Moreno, Kunle Olukotun
2010	B	`conf`	Extreme scale computing: challenges and opportunities. PPoPP Josep Torrellas, Bill Gropp, Jaime H. Moreno, Kunle Olukotun, Vivek Sarkar
2010	Misc	`conf`	FARM: A Prototyping Environment for Tightly-Coupled, Heterogeneous Architectures. FCCM Tayo Oguntebi, Sungpack Hong, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2010	Misc	`conf`	Hardware/software co-design for high performance computing: challenges and opportunities. CODES+ISSS Xiaobo Sharon Hu, Richard C. Murphy, Sudip S. Dosanjh, Kunle Olukotun, Stephen Poole
2010	B	`conf`	Implementing and Evaluating a Model Checker for Transactional Memory Systems. ICECCS Woongki Baek, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2010	B	`conf`	Implementing and evaluating nested parallel transactions in software transactional memory. SPAA Woongki Baek, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2010	A	`conf`	Language virtualization for heterogeneous parallel computing. OOPSLA Hassan Chafi, Zach DeVito, Adriaan Moors, Tiark Rompf, Arvind K. Sujeeth, Pat Hanrahan, Martin Odersky, Kunle Olukotun
2010	A	`conf`	Making nested parallel transactions practical using lightweight hardware support. ICS Woongki Baek, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2010	A*	`conf`	Transactional predication: high-performance concurrent sets and maps for STM. PODC Nathan Grasso Bronson, Jared Casper, Hassan Chafi, Kunle Olukotun
2010	J	`jnl`	Ubiquitous Parallel Computing from Berkeley, Illinois, and Stanford. IEEE Micro Bryan Catanzaro, Armando Fox, Kurt Keutzer, David A. Patterson, Bor-Yiing Su, Marc Snir, Kunle Olukotun, Pat Hanrahan, Hassan Chafi
2009	B	`conf`	A highly scalable Restricted Boltzmann Machine FPGA implementation. FPL Sang Kyun Kim, Lawrence C. McAfee, Peter Leonard McMahon, Kunle Olukotun
2009	A*	`conf`	Feedback-directed barrier optimization in a strongly isolated STM. POPL Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun
2009	—	`book`	Multicore Processors and Systems Stephen W. Keckler, Kunle Olukotun, H. Peter Hofstee
2009	—	`conf`	The stanford pervasive parallelism lab. Hot Chips Symposium Christos Kozyrakis, Kunle Olukotun
2008	B	`ed.`	17th International Conference on Parallel Architectures and Compilation Techniques, PACT 2008, Toronto, Ontario, Canada, October 25-29, 2008 PACT Andreas Moshovos, David Tarditi, Kunle Olukotun
2008	B	`conf`	Ased: availability, security, and debugging support usingtransactional memory. SPAA JaeWoong Chung, Woongki Baek, Nathan Grasso Bronson, Jiwon Seo, Christos Kozyrakis, Kunle Olukotun
2008	B	`conf`	Improving software concurrency with hardware-assisted memory snapshot. SPAA JaeWoong Chung, Jiwon Seo, Woongki Baek, Chi Cao Minh, Austen McDonald, Christos Kozyrakis, Kunle Olukotun
2008	—	`conf`	STAMP: Stanford Transactional Applications for Multi-Processing. IISWC Chi Cao Minh, JaeWoong Chung, Christos Kozyrakis, Kunle Olukotun
2007	A*	`conf`	A Scalable, Non-blocking Approach to Transactional Memory. HPCA Hassan Chafi, Jared Casper, Brian D. Carlstrom, Austen McDonald, Chi Cao Minh, Woongki Baek, Christos Kozyrakis, Kunle Olukotun
2007	A	`conf`	A practical FPGA-based framework for novel CMP research. FPGA Sewook Wee, Jared Casper, Njuguna Njoroge, Yuriy Teslyar, Daxia Ge, Christos Kozyrakis, Kunle Olukotun
2007	A	`conf`	ATLAS: a chip-multiprocessor with transactional memory support. DATE Njuguna Njoroge, Jared Casper, Sewook Wee, Yuriy Teslyar, Daxia Ge, Christos Kozyrakis, Kunle Olukotun
2007	A*	`conf`	An effective hybrid transactional memory system with strong isolation guarantees. ISCA Chi Cao Minh, Martin Trautmann, JaeWoong Chung, Austen McDonald, Nathan Grasso Bronson, Jared Casper, Christos Kozyrakis, Kunle Olukotun
2007	B	`conf`	The OpenTM Transactional Application Programming Interface. PACT Woongki Baek, Chi Cao Minh, Martin Trautmann, Christos Kozyrakis, Kunle Olukotun
2007	B	`conf`	Towards soft optimization techniques for parallel cognitive applications. SPAA Woongki Baek, JaeWoong Chung, Chi Cao Minh, Christos Kozyrakis, Kunle Olukotun
2007	J	`jnl`	Transactional Memory: The Hardware-Software Interface. IEEE Micro Austen McDonald, Brian D. Carlstrom, JaeWoong Chung, Chi Cao Minh, Hassan Chafi, Christos Kozyrakis, Kunle Olukotun
2007	B	`conf`	Transactional collection classes. PPoPP Brian D. Carlstrom, Austen McDonald, Michael Carbin, Christos Kozyrakis, Kunle Olukotun
2007	—	`book`	iChip Multiprocessor Architecture: Techniques to Improve Throughput and Latency Kunle Olukotun, Lance Hammond, James Laudon
2006	A*	`conf`	Architectural Semantics for Practical Transactional Memory. ISCA Austen McDonald, JaeWoong Chung, Brian D. Carlstrom, Chi Cao Minh, Hassan Chafi, Christos Kozyrakis, Kunle Olukotun
2006	J	`jnl`	Executing Java programs with transactional memory. Sci. Comput. Program. Brian D. Carlstrom, JaeWoong Chung, Hassan Chafi, Austen McDonald, Chi Cao Minh, Lance Hammond, Christoforos E. Kozyrakis, Kunle Olukotun
2006	—	`conf`	Map-Reduce for Machine Learning on Multicore. NIPS Cheng-Tao Chu, Sang Kyun Kim, Yi-An Lin, Yuanyuan Yu, Gary R. Bradski, Andrew Y. Ng, Kunle Olukotun
2006	B	`conf`	Testing implementations of transactional memory. PACT Chaiyasit Manovit, Sudheendra Hangal, Hassan Chafi, Austen McDonald, Christos Kozyrakis, Kunle Olukotun
2006	A*	`conf`	The Atomos transactional programming language. PLDI Brian D. Carlstrom, Austen McDonald, Hassan Chafi, JaeWoong Chung, Chi Cao Minh, Christoforos E. Kozyrakis, Kunle Olukotun
2006	—	`conf`	The Identity Management Kalman Filter (IMKF). Robotics: Science and Systems Brad Schumitsch, Sebastian Thrun, Leonidas J. Guibas, Kunle Olukotun
2006	A*	`conf`	The common case transactional behavior of multithreaded programs. HPCA JaeWoong Chung, Hassan Chafi, Chi Cao Minh, Austen McDonald, Brian D. Carlstrom, Christos Kozyrakis, Kunle Olukotun
2006	A*	`conf`	Tradeoffs in transactional memory virtualization. ASPLOS JaeWoong Chung, Chi Cao Minh, Austen McDonald, Travis Skare, Hassan Chafi, Brian D. Carlstrom, Christos Kozyrakis, Kunle Olukotun
2005	Misc	`conf`	A New Approach to Programming and Prototyping Parallel Systems. HiPC Kunle Olukotun
2005	J	`jnl`	A chip prototyping substrate: the flexible architecture for simulation and testing (FAST). SIGARCH Comput. Archit. News John D. Davis, Stephen E. Richardson, Charis Charitsis, Kunle Olukotun
2005	A	`conf`	An Application Analysis Framework For Polymorphic Chip Multiprocessors. IPDPS Ayodele Thomas, Kunle Olukotun
2005	—	`conf`	Characterization of TCC on Chip-Multiprocessors. IEEE PACT Austen McDonald, JaeWoong Chung, Hassan Chafi, Chi Cao Minh, Brian D. Carlstrom, Lance Hammond, Christos Kozyrakis, Kunle Olukotun
2005	B	`conf`	Exposing speculative thread parallelism in SPEC2000. PPoPP Manohar K. Prabhu, Kunle Olukotun
2005	—	`conf`	Maximizing CMP Throughput with Mediocre Cores. IEEE PACT John D. Davis, James Laudon, Kunle Olukotun
2005	J	`jnl`	Niagara: A 32-Way Multithreaded Sparc Processor. IEEE Micro Poonacha Kongetira, Kathirgamar Aingaran, Kunle Olukotun
2005	A	`conf`	TAPE: a transactional application profiling environment. ICS Hassan Chafi, Chi Cao Minh, Austen McDonald, Brian D. Carlstrom, JaeWoong Chung, Lance Hammond, Christos Kozyrakis, Kunle Olukotun
2005	—	`conf`	The Information-Form Data Association Filter. NIPS Brad Schumitsch, Sebastian Thrun, Gary R. Bradski, Kunle Olukotun
2005	J	`jnl`	The future of microprocessors. ACM Queue Kunle Olukotun, Lance Hammond
2004	A*	`conf`	Programming with transactional coherence and consistency (TCC). ASPLOS Lance Hammond, Brian D. Carlstrom, Vicky Wong, Ben Hertzberg, Michael K. Chen, Christos Kozyrakis, Kunle Olukotun
2004	J	`jnl`	Transactional Coherence and Consistency: Simplifying Parallel Hardware and Software. IEEE Micro Lance Hammond, Brian D. Carlstrom, Vicky Wong, Michael K. Chen, Christos Kozyrakis, Kunle Olukotun
2004	A*	`conf`	Transactional Memory Coherence and Consistency. ISCA Lance Hammond, Vicky Wong, Michael K. Chen, Brian D. Carlstrom, John D. Davis, Ben Hertzberg, Manohar K. Prabhu, Honggo Wijaya, Christos Kozyrakis, Kunle Olukotun
2003	A	`conf`	TEST: A Tracer for Extracting Speculative Thread. CGO Michael K. Chen, Kunle Olukotun
2003	A*	`conf`	The Jrpm System for Dynamically Parallelizing Java Programs. ISCA Michael K. Chen, Kunle Olukotun
2003	J	`jnl`	The Jrpm System for Dynamically Parallelizing Sequential Java Programs. IEEE Micro Michael K. Chen, Kunle Olukotun
2003	B	`conf`	Using thread-level speculation to simplify manual parallelization. PPoPP Manohar K. Prabhu, Kunle Olukotun
2002	A*	`conf`	Efficient state representation for symbolic simulation. DAC Valeria Bertacco, Kunle Olukotun
2002	—	`conf`	Targeting Dynamic Compilation for Embedded Environments. Java Virtual Machine Research and Technology Symposium Michael K. Chen, Kunle Olukotun
2001	J	`jnl`	High Bandwidth On-Chip Cache Design. IEEE Trans. Computers Kenneth M. Wilson, Kunle Olukotun
2000	J	`jnl`	The Stanford Hydra CMP. IEEE Micro Lance Hammond, Benedict A. Hubbert, Michael Siu, Manohar K. Prabhu, Michael K. Chen, Kunle Olukotun
1999	A	`conf`	Improving the performance of speculatively parallel applications on the Hydra CMP. International Conference on Supercomputing Kunle Olukotun, Lance Hammond, Mark Willey
1999	A	`conf`	JMTP: an architecture for exploiting concurrency in embedded Java applications with real-time considerations. ICCAD Rachid Helaihel, Kunle Olukotun
1998	Misc	`conf`	A Quantitative Analysis of Reconfigurable Coprocessors for Multimedia Applications. FCCM Takashi Miyamori, Kunle Olukotun
1998	C	`conf`	DCP: an algorithm for datapath/control partitioning of synthesizable RTL models. ICCD Victor J. Lam, Kunle Olukotun
1998	A*	`conf`	Data Speculation Support for a Chip Multiprocessor. ASPLOS Lance Hammond, Mark Willey, Kunle Olukotun
1998	A*	`conf`	Digital System Simulation: Methodologies and Examples. DAC Kunle Olukotun, Mark A. Heinrich, David Ofelt
1998	—	`conf`	Exploiting Method-Level Parallelism in Single-Threaded Java Programs. IEEE PACT Michael K. Chen, Kunle Olukotun
1998	A	`conf`	REMARC: Reconfigurable Multimedia Array Coprocessor (Abstract). FPGA Takashi Miyamori, Kunle Olukotun
1997	J	`jnl`	A Single-Chip Multiprocessor. Computer Lance Hammond, Basem A. Nayfeh, Kunle Olukotun
1997	A*	`conf`	Designing High Bandwidth On-Chip Caches. ISCA Kenneth M. Wilson, Kunle Olukotun
1997	A	`conf`	Java as a specification language for hardware-software systems. ICCAD Rachid Helaihel, Kunle Olukotun
1997	J	`jnl`	Multilevel Optimization of Pipelined Caches. IEEE Trans. Computers Kunle Olukotun, Trevor N. Mudge, Richard B. Brown
1997	—	`conf`	The Hierarchical Multi-Bank DRAM: A High-Performance Architecture for Memory Integrated with Processors. ARVLSI Tadaaki Yamauchi, Lance Hammond, Kunle Olukotun
1997	A	`conf`	Verifying correct pipeline implementation for microprocessors. ICCAD Jeremy R. Levitt, Kunle Olukotun
1996	A*	`conf`	A Scalable Formal Verification Methodology for Pipelined Microprocessors. DAC Jeremy R. Levitt, Kunle Olukotun
1996	A*	`conf`	Evaluation of Design Alternatives for a Multiprocessor Microprocessor. ISCA Basem A. Nayfeh, Lance Hammond, Kunle Olukotun
1996	A*	`conf`	Increasing Cache Port Efficiency for Dynamic Superscalar Microprocessors. ISCA Kenneth M. Wilson, Kunle Olukotun, Mendel Rosenblum
1996	A*	`conf`	The Case for a Single-Chip Multiprocessor. ASPLOS Kunle Olukotun, Basem A. Nayfeh, Lance Hammond, Kenneth G. Wilson, Kunyung Chang
1996	A*	`conf`	The Impact of Shared-Cache Clustering in Small-Scale Shared-Memory Multiprocessors. HPCA Basem A. Nayfeh, Kunle Olukotun, Jaswinder Pal Singh
1995	A*	`conf`	A General Method for Compiling Event-Driven Simulations. DAC Robert S. French, Monica S. Lam, Jeremy R. Levitt, Kunle Olukotun
1995	A	`conf`	The Benefits of Clustering in Shared Address Space Multiprocessors: An Applications-Driven Investigation. SC Andrew Erlichson, Basem A. Nayfeh, Jaswinder Pal Singh, Kunle Olukotun
1994	J	`jnl`	A software-hardware cosynthesis approach to digital system simulation. IEEE Micro Kunle Olukotun, Rachid Helaihel, Jeremy R. Levitt, Ricardo Ramírez
1994	A*	`conf`	Exploring the Design Space for a Shared-Cache Multiprocessor. ISCA Basem A. Nayfeh, Kunle Olukotun
1992	A*	`conf`	Performance Optimization of Pipelined Primary Caches. ISCA Kunle Olukotun, Trevor N. Mudge, Richard B. Brown
1991	A*	`conf`	Implementing a Cache for a High-Performance GaAs Microprocessor. ISCA Kunle Olukotun, Trevor N. Mudge, Richard B. Brown
1991	—	`—`	Technology-organization tradeoffs in the architecture of a high-performance processor. Kunle Olukotun
1991	J	`jnl`	The Design of a Microsupercomputer. Computer 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
1990	A*	`conf`	Analysis and Design of Latch-Controlled Synchronous Digital Circuits. DAC Karem A. Sakallah, Trevor N. Mudge, Kunle Olukotun
1987	A*	`conf`	A Preliminary Investigation into Parallel Routing on a Hypercube Computer. DAC Kunle Olukotun, Trevor N. Mudge