Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1, ASPLOS 2026, Pittsburgh, PA, USA, March 22-26, 2026

Benjamin C. Lee University of Pennsylvania, Philadelphia, PA, USA https://www.seas.upenn.edu/~leebcc/ https://scholar.google.com/citations?user=4Tnj6PcAAAAJ https://dl.acm.org/profile/81319495577 https://orcid.org/0000-0001-5615-3338 https://www.wikidata.org/entity/Q130839987 Benjamin C. Lee Harry Xu 0001 Mark Silberstein Bingyao Li Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1, ASPLOS 2026, Pittsburgh, PA, USA, March 22-26, 2026 ASPLOS (1) ACM 2026 979-8-4007-2165-6 https://doi.org/10.1145/3760250 db/conf/asplos/asplos2026-1.html Benjamin C. Lee Harry Xu 0001 Mark Silberstein Bingyao Li Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, ASPLOS 2026, Pittsburgh, PA, USA, March 22-26, 2026 ASPLOS (2) ACM 2026 979-8-4007-2359-9 https://doi.org/10.1145/3779212 db/conf/asplos/asplos2026-2.html

Benjamin C. Lee David Brooks 0001 Arthur van Benthem Mariam Elgamal Udit Gupta 0001 Gage Hills Vincent Liu 0001 Linh Thi Xuan Phan Benjamin Pierce Christopher Stewart Emma Strubell Gu-Yeon Wei Adam Wierman Yuan Yao 0006 Minlan Yu A view of the sustainable computing landscape. 101296 2025 6 Patterns 7 https://doi.org/10.1016/j.patter.2025.101296 db/journals/patterns/patterns6.html#LeeBBEGHLPPSSWWYY25 streams/journals/patterns

Leo Han Jash Kakadia Benjamin C. Lee Udit Gupta 0001 Fair-CO2: Fair Attribution for Cloud Carbon Emissions. 646-663 2025 ISCA https://doi.org/10.1145/3695053.3731023 conf/isca/2025 db/conf/isca/isca2025.html#HanKLG25 Jiali Xing Akis Giannoukos Paul Loh Shuyue Wang Justin Qiu Henri Maxime Demoulin Konstantinos Kallas Benjamin C. Lee Rajomon: Decentralized and Coordinated Overload Control for Latency-Sensitive Microservices. 21-36 2025 NSDI https://www.usenix.org/conference/nsdi25/presentation/xing conf/nsdi/2025 db/conf/nsdi/nsdi2025.html#XingGLWQDKL25 Jiali Xing Benjamin C. Lee Datacenter Demand Response for Carbon Mitigation: From Concept to Practicality : Invited Paper. 142-144 2024 IGSC https://doi.org/10.1109/IGSC64514.2024.00034 conf/green/2024 db/conf/green/igsc2024.html#XingL24

Benjamin C. Lee David Brooks 0001 Arthur van Benthem Udit Gupta 0001 Gage Hills Vincent Liu 0001 Benjamin Pierce Christopher Stewart Emma Strubell Gu-Yeon Wei Adam Wierman Yuan Yao 0006 Minlan Yu Carbon Connect: An Ecosystem for Sustainable Computing. 2024 abs/2405.13858 CoRR https://doi.org/10.48550/arXiv.2405.13858 db/journals/corr/corr2405.html#abs-2405-13858

Bilge Acun Benjamin C. Lee Fiodar Kazhamiaka Kiwan Maeng Udit Gupta 0001 Manoj Chakkaravarthy David Brooks 0001 Carole-Jean Wu Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters. 118-132 2023 ASPLOS (2) https://doi.org/10.1145/3575693.3575754 conf/asplos/2023-2 db/conf/asplos/asplos2023-2.html#AcunLKMGC0W23 Yuhao Li Abhishek Gupta Alex Yang Peinan Chen Joey Pinto Brian Karrer Mayank Pundir Maximilian Balandat Arun Kejariwal Benjamin C. Lee HHVM Performance Optimization for Large Scale Web Services. 137-148 2023 ICPE https://doi.org/10.1145/3578244.3583720 https://www.wikidata.org/entity/Q130839988 conf/wosp/2023 db/conf/wosp/icpe2023.html#LiGYCPKPBKL23

Jiali Xing Bilge Acun Aditya Sundarrajan David Brooks 0001 Manoj Chakkaravarthy Nikky Avila Carole-Jean Wu Benjamin C. Lee Carbon Responder: Coordinating Demand Response for the Datacenter Fleet. 2023 abs/2311.08589 CoRR https://doi.org/10.48550/arXiv.2311.08589 db/journals/corr/corr2311.html#abs-2311-08589

Yuhao Li Benjamin C. Lee Phronesis: Efficient Performance Modeling for High-dimensional Configuration Tuning. 56:1-56:26 2022 19 ACM Trans. Archit. Code Optim. 4 https://doi.org/10.1145/3546868 https://www.wikidata.org/entity/Q131114213 db/journals/taco/taco19.html#LiL22

Atefeh Mehrabi Daniel J. Sorin Benjamin C. Lee Spatiotemporal Strategies for Long-Term FPGA Resource Management. 198-209 2022 ISPASS https://doi.org/10.1109/ISPASS55109.2022.00026 conf/ispass/2022 db/conf/ispass/ispass2022.html#MehrabiSL22 Tianyu Ma Benjamin C. Lee Mert R. Sabuncu Label conditioned segmentation. 847-857 2022 MIDL https://proceedings.mlr.press/v172/ma22a.html conf/midl/2022 db/conf/midl/midl2022.html#MaLS22 Carole-Jean Wu Ramya Raghavendra Udit Gupta 0001 Bilge Acun Newsha Ardalani Kiwan Maeng Gloria Chang Fiona Aga Behram Jinshi Huang Charles Bai Michael Gschwind Anurag Gupta Myle Ott Anastasia Melnikov Salvatore Candido David Brooks 0001 Geeta Chauhan Benjamin C. Lee Hsien-Hsin S. Lee Bugra Akyildiz Maximilian Balandat Joe Spisak Ravi Jain Mike Rabbat Kim M. Hazelwood Sustainable AI: Environmental Implications, Challenges and Opportunities. 2022 MLSys https://proceedings.mlsys.org/paper_files/paper/2022/hash/462211f67c7d858f663355eff93b745e-Abstract.html conf/mlsys/2022 db/conf/mlsys/mlsys2022.html#WuRGAAMCBHBGGOM22

Bilge Acun Benjamin C. Lee Kiwan Maeng Manoj Chakkaravarthy Udit Gupta 0001 David Brooks 0001 Carole-Jean Wu A Holistic Approach for Designing Carbon Aware Datacenters. 2022 abs/2201.10036 CoRR https://arxiv.org/abs/2201.10036 db/journals/corr/corr2201.html#abs-2201-10036

Tianyu Ma Benjamin C. Lee Mert R. Sabuncu Label conditioned segmentation. 2022 abs/2203.10091 CoRR https://doi.org/10.48550/arXiv.2203.10091 db/journals/corr/corr2203.html#abs-2203-10091

Atefeh Mehrabi Aninda Manocha Benjamin C. Lee Daniel J. Sorin Bayesian Optimization for Efficient Accelerator Synthesis. 4:1-4:25 2021 18 ACM Trans. Archit. Code Optim. 1 https://doi.org/10.1145/3427377 db/journals/taco/taco18.html#MehrabiMLS21

Jiali Xing Henri Maxime Demoulin Konstantinos Kallas Benjamin C. Lee Charon: A Framework for Microservice Overload Control. 213-220 2021 HotNets https://doi.org/10.1145/3484266.3487378 conf/hotnets/2021 db/conf/hotnets/hotnets2021.html#XingDKL21 Atefeh Mehrabi Donghyuk Lee Niladrish Chatterjee Daniel J. Sorin Benjamin C. Lee Mike O'Connor Learning Sparse Matrix Row Permutations for Efficient SpMM on GPU Architectures. 48-58 2021 ISPASS https://doi.org/10.1109/ISPASS51385.2021.00016 conf/ispass/2021 db/conf/ispass/ispass2021.html#MehrabiLCSLO21

Jiali Xing David Fischer Nitya Labh Ryan Piersma Benjamin C. Lee Yu Amy Xia Tuhin Sahai Vahid Tarokh Talaria: A Framework for Simulation of Permissioned Blockchains for Logistics and Beyond. 2021 abs/2103.02260 CoRR https://arxiv.org/abs/2103.02260 db/journals/corr/corr2103.html#abs-2103-02260

Carole-Jean Wu Ramya Raghavendra Udit Gupta 0001 Bilge Acun Newsha Ardalani Kiwan Maeng Gloria Chang Fiona Aga Behram James Huang Charles Bai Michael Gschwind Anurag Gupta Myle Ott Anastasia Melnikov Salvatore Candido David Brooks 0001 Geeta Chauhan Benjamin C. Lee Hsien-Hsin S. Lee Bugra Akyildiz Maximilian Balandat Joe Spisak Ravi Jain Mike Rabbat Kim M. Hazelwood Sustainable AI: Environmental Implications, Challenges and Opportunities. 2021 abs/2111.00364 CoRR https://arxiv.org/abs/2111.00364 db/journals/corr/corr2111.html#abs-2111-00364

Yuhao Li Dan Sun Benjamin C. Lee Dynamic Colocation Policies with Reinforcement Learning. 1:1-1:25 2020 17 ACM Trans. Archit. Code Optim. 1 https://doi.org/10.1145/3375714 db/journals/taco/taco17.html#LiSL20

Atefeh Mehrabi Aninda Manocha Benjamin C. Lee Daniel J. Sorin Prospector: Synthesizing Efficient Accelerators via Statistical Learning. 151-156 2020 DATE https://doi.org/10.23919/DATE48585.2020.9116473 conf/date/2020 db/conf/date/date2020.html#MehrabiMLS20

Jun Liu 0007 Gurpreet Singh Subhi Al'Aref Benjamin C. Lee Olachi Oleru James K. Min Simon Dunham Mert R. Sabuncu Bobak Mosadegh Image Registration in Medical Robotics and Intelligent Systems: Fundamentals and Applications. 1900048 2019 1 Adv. Intell. Syst. 6 https://doi.org/10.1002/aisy.201900048 https://www.wikidata.org/entity/Q127593592 db/journals/aisy/aisy1.html#LiuSALOMDSM19

Songchun Fan Seyed Majid Zahedi Benjamin C. Lee Distributed strategies for computational sprints. 98-106 2019 62 Commun. ACM 2 https://doi.org/10.1145/3299885 db/journals/cacm/cacm62.html#FanZL19

Ziqiang Huang José A. Joao Alejandro Rico Andrew D. Hilton Benjamin C. Lee DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management. 426-439 2019 MICRO https://doi.org/10.1145/3352460.3358301 conf/micro/2019 db/conf/micro/micro2019.html#HuangJRHL19

Rupert Freeman Seyed Majid Zahedi Vincent Conitzer Benjamin C. Lee Dynamic Proportional Sharing: A Game-Theoretic Approach. 3:1-3:36 2018 2 Proc. ACM Meas. Anal. Comput. Syst. 1 https://doi.org/10.1145/3179406 db/journals/pomacs/pomacs2.html#FreemanZCL18

Pengfei Zheng Benjamin C. Lee Hound: Causal Learning for Datacenter-scale Straggler Diagnosis. 17:1-17:36 2018 2 Proc. ACM Meas. Anal. Comput. Syst. 1 https://doi.org/10.1145/3179420 https://www.wikidata.org/entity/Q131122564 db/journals/pomacs/pomacs2.html#ZhengL18

Seyed Majid Zahedi Songchun Fan Benjamin C. Lee Managing Heterogeneous Datacenters with Tokens. 18:1-18:23 2018 15 ACM Trans. Archit. Code Optim. 2 https://doi.org/10.1145/3191821 db/journals/taco/taco15.html#ZahediFL18

Seyed Majid Zahedi Qiuyun Llull Benjamin C. Lee Amdahl's Law in the Datacenter Era: A Market for Fair Processor Allocation. 1-14 2018 HPCA https://doi.org/10.1109/HPCA.2018.00011 https://doi.ieeecomputersociety.org/10.1109/HPCA.2018.00011 conf/hpca/2018 db/conf/hpca/hpca2018.html#ZahediLL18 Songchun Fan Theodoros Salonidis Benjamin C. Lee Swing: Swarm Computing for Mobile Sensing. 1107-1117 2018 ICDCS https://doi.org/10.1109/ICDCS.2018.00110 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2018.00110 conf/icdcs/2018 db/conf/icdcs/icdcs2018.html#FanSL18 Tamara Silbergleit Lehman Andrew D. Hilton Benjamin C. Lee MAPS: Understanding Metadata Access Patterns in Secure Memory. 33-43 2018 ISPASS https://doi.org/10.1109/ISPASS.2018.00012 https://doi.ieeecomputersociety.org/10.1109/ISPASS.2018.00012 conf/ispass/2018 db/conf/ispass/ispass2018.html#LehmanHL18 Rupert Freeman Seyed Majid Zahedi Vincent Conitzer Benjamin C. Lee Dynamic Proportional Sharing: A Game-Theoretic Approach. 33-35 2018 SIGMETRICS (Abstracts) https://doi.org/10.1145/3219617.3219631 https://doi.org/10.1145/3292040.3219631 conf/sigmetrics/2018 db/conf/sigmetrics/sigmetrics2018.html#FreemanZCL18 Pengfei Zheng Benjamin C. Lee Hound: Causal Learning for Datacenter-scale Straggler Diagnosis. 59-61 2018 SIGMETRICS (Abstracts) https://doi.org/10.1145/3219617.3219641 https://doi.org/10.1145/3292040.3219641 https://www.wikidata.org/entity/Q131121751 conf/sigmetrics/2018 db/conf/sigmetrics/sigmetrics2018.html#ZhengL18

Seyed Majid Zahedi Songchun Fan Matthew Faw Elijah Cole Benjamin C. Lee Computational Sprinting: Architecture, Dynamics, and Strategies. 12:1-12:26 2017 34 ACM Trans. Comput. Syst. 4 https://doi.org/10.1145/3014428 db/journals/tocs/tocs34.html#ZahediFFCL17

Qiuyun Llull Songchun Fan Seyed Majid Zahedi Benjamin C. Lee Cooper: Task Colocation with Cooperative Games. 421-432 2017 HPCA https://doi.org/10.1109/HPCA.2017.22 https://doi.ieeecomputersociety.org/10.1109/HPCA.2017.22 conf/hpca/2017 db/conf/hpca/hpca2017.html#LlullFZL17 Songchun Fan Qiuyun Llull Benjamin C. Lee Predicting Sensory Data and Extending Battery Life for Wearable Devices. 43-48 2017 HotMobile https://doi.org/10.1145/3032970.3032971 conf/wmcsa/2017 db/conf/wmcsa/hotmobile2017.html#FanLL17 Benjamin C. Lee Datacenter Design and Management: A Computer Architect's Perspective Datacenter Design and Management Morgan & Claypool Publishers 2016 Synthesis Lectures on Computer Architecture 978-3-031-00624-1 978-3-031-01752-0 https://doi.org/10.2200/S00693ED1V01Y201601CAC037 https://doi.org/10.1007/978-3-031-01752-0 Songchun Fan Seyed Majid Zahedi Benjamin C. Lee The Computational Sprinting Game. 561-575 2016 ASPLOS https://doi.org/10.1145/2872362.2872383 https://doi.org/10.1145/2954679.2872383 https://doi.org/10.1145/2980024.2872383 conf/asplos/2016 db/conf/asplos/asplos2016.html#FanZL16 Ziqiang Huang Andrew D. Hilton Benjamin C. Lee Decoupling Loads for Nano-Instruction Set Computers. 406-417 2016 ISCA https://doi.org/10.1109/ISCA.2016.43 https://doi.ieeecomputersociety.org/10.1109/ISCA.2016.43 conf/isca/2016 db/conf/isca/isca2016.html#HuangHL16 Songchun Fan Benjamin C. Lee Evaluating asymmetric multiprocessing for mobile applications. 235-244 2016 ISPASS https://doi.org/10.1109/ISPASS.2016.7482098 https://doi.ieeecomputersociety.org/10.1109/ISPASS.2016.7482098 conf/ispass/2016 db/conf/ispass/ispass2016.html#FanL16 Tamara Silbergleit Lehman Andrew D. Hilton Benjamin C. Lee PoisonIvy: Safe speculation for secure memory. 38:1-38:13 2016 MICRO https://doi.org/10.1109/MICRO.2016.7783741 https://doi.ieeecomputersociety.org/10.1109/MICRO.2016.7783741 http://dl.acm.org/citation.cfm?id=3195684 conf/micro/2016 db/conf/micro/micro2016.html#LehmanHL16 Songchun Fan Theodoros Salonidis Benjamin C. Lee A framework for collaborative sensing and processing of mobile data streams: demo. 501-502 2016 MobiCom https://doi.org/10.1145/2973750.2985620 conf/mobicom/2016 db/conf/mobicom/mobicom2016.html#FanSL16

Seyed Majid Zahedi Benjamin C. Lee Sharing Incentives and Fair Division for Multiprocessors. 92-100 2015 35 IEEE Micro 3 https://doi.org/10.1109/MM.2015.49 http://doi.ieeecomputersociety.org/10.1109/MM.2015.49 db/journals/micro/micro35.html#ZahediL15

Qiuyun Wang Benjamin C. Lee Modeling Communication Costs in Blade Servers. 75-79 2015 49 ACM SIGOPS Oper. Syst. Rev. 2 https://doi.org/10.1145/2883591.2883607 https://www.wikidata.org/entity/Q131125261 db/journals/sigops/sigops49.html#WangL15

Jonathan B. Moody Venkatesh L. Murthy Benjamin C. Lee James R. Corbett Edward P. Ficaro Variance Estimation for Myocardial Blood Flow by Dynamic PET. 2343-2353 2015 34 IEEE Trans. Medical Imaging 11 https://doi.org/10.1109/TMI.2015.2432678 https://www.wikidata.org/entity/Q40939399 db/journals/tmi/tmi34.html#MoodyMLCF15

Benjamin C. Lee Applied statistical inference for system design and management. 188-191 2015 ICCD https://doi.org/10.1109/ICCD.2015.7357101 https://doi.ieeecomputersociety.org/10.1109/ICCD.2015.7357101 conf/iccd/2015 db/conf/iccd/iccd2015.html#Lee15 Benjamin C. Lee Message from the general chair. vi 2015 ISPASS https://doi.org/10.1109/ISPASS.2015.7095776 https://doi.ieeecomputersociety.org/10.1109/ISPASS.2015.7095776 conf/ispass/2015 db/conf/ispass/ispass2015.html#Lee15 Qiuyun Wang Benjamin C. Lee Modeling communication costs in blade servers. 11-15 2015 HotPower@SOSP https://doi.org/10.1145/2818613.2818743 https://www.wikidata.org/entity/Q131125813 conf/sosp/2015hotpower db/conf/sosp/hotpower2015.html#WangL15

Marisabel Guevara Benjamin Lubin Benjamin C. Lee Market mechanisms for managing datacenters with heterogeneous microarchitectures. 3:1-3:31 2014 32 ACM Trans. Comput. Syst. 1 https://doi.org/10.1145/2541258 db/journals/tocs/tocs32.html#GuevaraLL14

Seyed Majid Zahedi Benjamin C. Lee REF: resource elasticity fairness with sharing incentives for multiprocessors. 145-160 2014 ASPLOS https://doi.org/10.1145/2541940.2541962 https://doi.org/10.1145/2644865.2541962 https://doi.org/10.1145/2654822.2541962 https://www.wikidata.org/entity/Q131133594 conf/asplos/2014 db/conf/asplos/asplos2014.html#ZahediL14 Marisabel Guevara Benjamin Lubin Benjamin C. Lee Strategies for anticipating risk in heterogeneous system design. 154-164 2014 HPCA https://doi.org/10.1109/HPCA.2014.6835926 https://doi.ieeecomputersociety.org/10.1109/HPCA.2014.6835926 conf/hpca/2014 db/conf/hpca/hpca2014.html#GuevaraLL14 Marisabel Guevara Benjamin Lubin Benjamin C. Lee Navigating heterogeneous processors with market mechanisms. 95-106 2013 HPCA https://doi.org/10.1109/HPCA.2013.6522310 https://doi.ieeecomputersociety.org/10.1109/HPCA.2013.6522310 conf/hpca/2013 db/conf/hpca/hpca2013.html#GuevaraLL13 Tae Jun Ham Bharath K. Chelepalli Neng Xue Benjamin C. Lee Disintegrated control for energy-efficient and heterogeneous memory systems. 424-435 2013 HPCA https://doi.org/10.1109/HPCA.2013.6522338 https://doi.ieeecomputersociety.org/10.1109/HPCA.2013.6522338 conf/hpca/2013 db/conf/hpca/hpca2013.html#HamCXL13 Sam Likun Xi Marisabel Guevara Jared Nelson Patrick Pensabene Benjamin C. Lee Understanding the critical path in power state transition latencies. 317-322 2013 ISLPED https://doi.org/10.1109/ISLPED.2013.6629316 http://dl.acm.org/citation.cfm?id=2648746 conf/islped/2013 db/conf/islped/islped2013.html#XiGNPL13 Emily Bragg Marisabel Guevara Benjamin C. Lee Understanding query complexity and its implications for energy-efficient web search. 401 2013 ISLPED https://doi.org/10.1109/ISLPED.2013.6629330 http://dl.acm.org/citation.cfm?id=2648760 conf/islped/2013 db/conf/islped/islped2013.html#BraggGL13 Krishna T. Malladi Frank A. Nothaft Karthika Periyathambi Benjamin C. Lee Christos Kozyrakis Mark Horowitz Towards energy-proportional datacenter memory with mobile DRAM. 37-48 2012 ISCA https://doi.org/10.1109/ISCA.2012.6237004 https://doi.ieeecomputersociety.org/10.1109/ISCA.2012.6237004 http://dl.acm.org/citation.cfm?id=2337164 conf/isca/2012 db/conf/isca/isca2012.html#MalladiNPLKH12 Krishna T. Malladi Ian Shaeffer Liji Gopalakrishnan David Lo 0001 Benjamin C. Lee Mark Horowitz Rethinking DRAM Power Modes for Energy Proportionality. 131-142 2012 MICRO https://doi.org/10.1109/MICRO.2012.21 https://doi.ieeecomputersociety.org/10.1109/MICRO.2012.21 http://dl.acm.org/citation.cfm?id=2457492 conf/micro/2012 db/conf/micro/micro2012.html#MalladiSGLLH12 Weidan Wu Benjamin C. Lee Inferred Models for Dynamic and Sparse Hardware-Software Spaces. 413-424 2012 MICRO https://doi.org/10.1109/MICRO.2012.45 https://doi.ieeecomputersociety.org/10.1109/MICRO.2012.45 http://dl.acm.org/citation.cfm?id=2457516 conf/micro/2012 db/conf/micro/micro2012.html#WuL12 Omid Azizi Benjamin C. Lee Processor Optimization for Energy Efficiency. 407-426 2012 Handbook of Energy-Aware and Green Computing http://www.crcnetbase.com/doi/abs/10.1201/b16631-23 reference/crc/2012green db/reference/crc/green2012.html#AziziL12

Rehan Hameed Wajahat Qadeer Megan Wachs Omid Azizi Alex Solomatnikov Benjamin C. Lee Stephen Richardson Christos Kozyrakis Mark Horowitz Understanding sources of ineffciency in general-purpose chips. 85-93 2011 54 Commun. ACM 10 https://doi.org/10.1145/2001269.2001291 db/journals/cacm/cacm54.html#HameedQWASLRKH11

Vijay Janapa Reddi Benjamin C. Lee Trishul M. Chilimbi Kushagra Vaid Mobile processors for energy-efficient web search. 9:1-9:39 2011 29 ACM Trans. Comput. Syst. 3 https://doi.org/10.1145/2003690.2003693 db/journals/tocs/tocs29.html#ReddiLCV11

Benjamin C. Lee Engin Ipek Onur Mutlu Doug Burger Phase change memory architecture and the quest for scalability. 99-106 2010 53 Commun. ACM 7 https://doi.org/10.1145/1785414.1785441 db/journals/cacm/cacm53.html#LeeIMB10

Benjamin C. Lee Ping Zhou Jun Yang 0002 Youtao Zhang Bo Zhao 0007 Engin Ipek Onur Mutlu Doug Burger Phase-Change Technology and the Future of Main Memory. 143 2010 30 IEEE Micro 1 https://doi.org/10.1109/MM.2010.24 http://doi.ieeecomputersociety.org/10.1109/MM.2010.24 db/journals/micro/micro30.html#LeeZYZZIMB10

Benjamin C. Lee David M. Brooks Applied inference: Case studies in microarchitectural design. 2010 7 ACM Trans. Archit. Code Optim. 2 https://doi.org/10.1145/1839667.1839670 db/journals/taco/taco7.html#LeeB10 8:1-8:37

Omid Azizi Aqeel Mahesri Benjamin C. Lee Sanjay J. Patel Mark Horowitz Energy-performance tradeoffs in processor architecture and circuit design: a marginal cost analysis. 26-36 2010 ISCA https://doi.org/10.1145/1815961.1815967 conf/isca/2010 db/conf/isca/isca2010.html#AziziMLPH10 Rehan Hameed Wajahat Qadeer Megan Wachs Omid Azizi Alex Solomatnikov Benjamin C. Lee Stephen Richardson Christos Kozyrakis Mark Horowitz Understanding sources of inefficiency in general-purpose chips. 37-47 2010 ISCA https://doi.org/10.1145/1815961.1815968 conf/isca/2010 db/conf/isca/isca2010.html#HameedQWASLRKH10 Vijay Janapa Reddi Benjamin C. Lee Trishul M. Chilimbi Kushagra Vaid Web search using mobile cores: quantifying and mitigating the price of efficiency. 314-325 2010 ISCA https://doi.org/10.1145/1815961.1816002 conf/isca/2010 db/conf/isca/isca2010.html#ReddiLCV10 Xiaoyao Liang Benjamin C. Lee Gu-Yeon Wei David M. Brooks Design and test strategies for microarchitectural post-fabrication tuning. 84-90 2009 ICCD https://doi.org/10.1109/ICCD.2009.5413170 https://doi.ieeecomputersociety.org/10.1109/ICCD.2009.5413170 conf/iccd/2009 db/conf/iccd/iccd2009.html#LiangLWB09 Kristen Lovin Benjamin C. Lee Xiaoyao Liang David M. Brooks Gu-Yeon Wei Empirical performance models for 3T1D memories. 398-403 2009 ICCD https://doi.org/10.1109/ICCD.2009.5413124 https://doi.ieeecomputersociety.org/10.1109/ICCD.2009.5413124 conf/iccd/2009 db/conf/iccd/iccd2009.html#LovinLLBW09 Benjamin C. Lee Engin Ipek Onur Mutlu Doug Burger Architecting phase change memory as a scalable dram alternative. 2-13 2009 ISCA https://doi.org/10.1145/1555754.1555758 conf/isca/2009 db/conf/isca/isca2009.html#LeeIMB09 Jeremy Condit Edmund B. Nightingale Christopher Frost 0001 Engin Ipek Benjamin C. Lee Doug Burger Derrick Coetzee Better I/O through byte-addressable, persistent memory. 133-146 2009 SOSP https://doi.org/10.1145/1629575.1629589 conf/sosp/2009 db/conf/sosp/sosp2009.html#ConditNFILBC09 Benjamin C. Lee David M. Brooks Efficiency trends and limits from comprehensive microarchitectural adaptivity. 36-47 2008 ASPLOS https://doi.org/10.1145/1346281.1346288 https://doi.org/10.1145/1353536.1346288 https://doi.org/10.1145/1353534.1346288 https://doi.org/10.1145/1353535.1346288 conf/asplos/2008 db/conf/asplos/asplos2008.html#LeeB08 Benjamin C. Lee David M. Brooks Roughness of microarchitectural design topologies and its implications for optimization. 240-251 2008 HPCA https://doi.org/10.1109/HPCA.2008.4658643 conf/hpca/2008 db/conf/hpca/hpca2008.html#LeeB08 Benjamin C. Lee Jamison D. Collins Hong Wang 0003 David M. Brooks CPR: Composable performance regression for scalable multiprocessor models. 270-281 2008 MICRO https://doi.org/10.1109/MICRO.2008.4771797 https://doi.ieeecomputersociety.org/10.1109/MICRO.2008.4771797 http://dl.acm.org/citation.cfm?id=1521802 conf/micro/2008 db/conf/micro/micro2008.html#LeeCWB08

Benjamin C. Lee David M. Brooks Spatial Sampling and Regression Strategies. 74-93 2007 27 IEEE Micro 3 https://doi.org/10.1109/MM.2007.61 http://doi.ieeecomputersociety.org/10.1109/MM.2007.61 db/journals/micro/micro27.html#LeeB07

Benjamin C. Lee David M. Brooks Illustrative Design Space Studies with Microarchitectural Regression Models. 340-351 2007 HPCA https://doi.org/10.1109/HPCA.2007.346211 https://doi.ieeecomputersociety.org/10.1109/HPCA.2007.346211 conf/hpca/2007 db/conf/hpca/hpca2007.html#LeeB07 Benjamin C. Lee David M. Brooks Bronis R. de Supinski Martin Schulz 0001 Karan Singh Sally A. McKee Methods of inference and learning for performance modeling of parallel applications. 249-258 2007 conf/ppopp/2007 PPoPP https://doi.org/10.1145/1229428.1229479 db/conf/ppopp/ppopp2007.html#LeeBSSSM07 Benjamin C. Lee David M. Brooks Accurate and efficient regression modeling for microarchitectural performance and power prediction. 185-194 2006 conf/asplos/2006 ASPLOS https://doi.org/10.1145/1168857.1168881 https://doi.org/10.1145/1168918.1168881 https://doi.org/10.1145/1168919.1168881 https://doi.org/10.1145/1168917.1168881 https://www.wikidata.org/entity/Q130984406 db/conf/asplos/asplos2006.html#LeeB06 Yingmin Li Benjamin C. Lee David M. Brooks Zhigang Hu Kevin Skadron CMP design space exploration subject to physical constraints. 17-28 2006 HPCA https://doi.org/10.1109/HPCA.2006.1598109 https://doi.ieeecomputersociety.org/10.1109/HPCA.2006.1598109 conf/hpca/2006 db/conf/hpca/hpca2006.html#LiLBHS06 Benjamin C. Lee ACM student research competition reception - Statistical inference for efficient microarchitectural and application analysis. 130 2006 conf/sc/2006 SC https://doi.org/10.1145/1188455.1188591 db/conf/sc/sc2006.html#Lee06a Benjamin C. Lee ACM student research competition finalists - Statistical inference for efficient microarchitectural and application analysis. 191 2006 conf/sc/2006 SC https://doi.org/10.1145/1188455.1188652 db/conf/sc/sc2006.html#Lee06b Benjamin C. Lee Richard W. Vuduc James Demmel Katherine A. Yelick Performance Models for Evaluation and Automatic Tuning of Symmetric Sparse Matrix-Vector Multiply. 169-176 2004 conf/icpp/2004 ICPP https://doi.org/10.1109/ICPP.2004.1327917 https://doi.ieeecomputersociety.org/10.1109/ICPP.2004.1327917 db/conf/icpp/icpp2004.html#LeeVDY04 Benjamin C. Lee Andrew E. Yagle A sensitivity measure for image reconstruction from irregular 2-D DTFT samples. 3245-3248 2002 ICASSP https://doi.org/10.1109/ICASSP.2002.5745345 conf/icassp/2002 db/conf/icassp/icassp2002.html#LeeY02 Rich Vuduc James Demmel Katherine A. Yelick Shoaib Kamil 0001 Rajesh Nishtala Benjamin C. Lee Performance optimizations and bounds for sparse matrix-vector multiply. 35:1-35:35 2002 conf/sc/2002 SC https://doi.org/10.1109/SC.2002.10025 https://doi.ieeecomputersociety.org/10.1109/SC.2002.10025 http://dl.acm.org/citation.cfm?id=762822 db/conf/sc/sc2002.html#VuducDYKNL02 Bilge Acun Bugra Akyildiz Subhi Al'Aref Newsha Ardalani Nikky Avila Omid Azizi Charles Bai Maximilian Balandat Fiona Aga Behram Arthur van Benthem Emily Bragg David Brooks 0001David M. Brooks Doug Burger Salvatore Candido Manoj Chakkaravarthy Gloria Chang Niladrish Chatterjee Geeta Chauhan Bharath K. Chelepalli Peinan Chen Trishul M. Chilimbi Derrick Coetzee Elijah Cole Jamison D. Collins Jeremy Condit Vincent Conitzer James R. Corbett James Demmel Henri Maxime Demoulin Simon Dunham Mariam Elgamal Songchun Fan Matthew Faw Edward P. Ficaro David Fischer Rupert Freeman Christopher Frost 0001 Akis Giannoukos Liji Gopalakrishnan Michael Gschwind Marisabel Guevara Abhishek Gupta Anurag Gupta Udit Gupta 0001 Tae Jun Ham Rehan Hameed Leo Han Kim M. Hazelwood Gage Hills Andrew D. Hilton Mark Horowitz Zhigang Hu James Huang Jinshi Huang Ziqiang Huang Engin Ipek Ravi Jain José A. Joao Jash Kakadia Konstantinos Kallas Shoaib Kamil 0001 Brian Karrer Fiodar Kazhamiaka Arun Kejariwal Christoforos E. KozyrakisChristos Kozyrakis Nitya Labh Donghyuk Lee Hsien-Hsin S. Lee Tamara Silbergleit Lehman Bingyao Li Yingmin Li Yuhao Li Xiaoyao Liang Jun Liu 0007 Vincent Liu 0001 Qiuyun Llull David Lo 0001 Paul Loh Kristen Lovin Benjamin Lubin Tianyu Ma Kiwan Maeng Aqeel Mahesri Krishna T. Malladi Aninda Manocha Sally A. McKee Atefeh Mehrabi Anastasia Melnikov James K. Min Jonathan B. Moody Bobak Mosadegh Venkatesh L. Murthy Onur Mutlu Jared Nelson Ed NightingaleEdmund B. Nightingale Rajesh Nishtala Frank A. Nothaft Mike O'Connor Olachi Oleru Myle Ott Sanjay J. Patel Patrick Pensabene Karthika Periyathambi Linh T. X. PhanLinh Thi Xuan Phan Benjamin Pierce Ryan Piersma Joey Pinto Mayank Pundir Wajahat Qadeer Justin Qiu Michael G. RabbatMike Rabbat Ramya Raghavendra Vijay Janapa Reddi Stephen Richardson Alejandro Rico Mert R. Sabuncu Tuhin Sahai Theodoros Salonidis Martin Schulz 0001 Ian Shaeffer Mark Silberstein Gurpreet Singh Karan Singh Kevin Skadron Alex Solomatnikov Daniel J. Sorin Joe Spisak Christopher Stewart Emma Strubell Dan Sun Aditya Sundarrajan Bronis R. de Supinski Vahid Tarokh Kushagra Vaid Richard W. VuducRich Vuduc Megan Wachs Hong Wang 0003 Qiuyun Wang Shuyue Wang Gu-Yeon Wei Adam Wierman Carole-Jean Wu Weidan Wu Sam Likun Xi Yu Amy Xia Jiali Xing Guoqing Harry XuHarry Xu 0001 Neng Xue Andrew E. Yagle Alex Yang Jun Yang 0002 Yuan Yao 0006 Katherine A. Yelick Minlan Yu Seyed Majid Zahedi Youtao Zhang Bo Zhao 0007 Pengfei Zheng Ping Zhou