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1

MLPerf: An Industry Standard Benchmark Suite for Machine Learning Performance

Mattson, Peter, Tang, Hanlin, Wei, Gu-Yeon, Wu, Carole-Jean, Reddi, Vijay Janapa, Cheng, Christine, Coleman, Cody, Diamos, Greg, Kanter, David, Micikevicius, Paulius, Patterson, David, Schmuelling, Gu

Journal:

Year:

2020

Language:

english

File:

PDF, 6.67 MB

english, 2020

2

[ASME ASME 2015 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems collocated with the ASME 2015 13th International Conference on Nanochannels, Microchannels, and Minichannels - San Francisco, California, USA (Monday 6 July 2015)] Volume 1: Thermal Management - Harvesting CPU Waste Heat Through Pyroelectric Materials

Lee, Soochan, Singh, Nishant, Phelan, Patrick E., Wu, Carole-Jean

Year:

2015

Language:

english

File:

PDF, 2.86 MB

english, 2015

3

[IEEE 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) - Valencia, Spain (2020.5.30-2020.6.3)] 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) - DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference

Gupta, Udit, Hsia, Samuel, Saraph, Vikram, Wang, Xiaodong, Reagen, Brandon, Wei, Gu-Yeon, Lee, Hsien-Hsin S., Brooks, David, Wu, Carole-Jean

Year:

2020

File:

PDF, 1017 KB

2020

4

Architectural Thermal Energy Harvesting Opportunities for Sustainable Computing

Wu, Carole-Jean

Journal:

IEEE Computer Architecture Letters

Year:

2014

Language:

english

File:

PDF, 367 KB

english, 2014

5

[ACM Press the The 51st Annual Design Automation Conference - San Francisco, CA, USA (2014.06.01-2014.06.05)] Proceedings of the The 51st Annual Design Automation Conference on Design Automation Conference - DAC '14 - Quantitative Analysis of Control Flow Checking Mechanisms for Soft Errors

Shrivastava, Aviral, Rhisheekesan, Abhishek, Jeyapaul, Reiley, Wu, Carole-Jean

Year:

2014

Language:

english

File:

PDF, 603 KB

english, 2014

6

[IEEE Software (ISPASS) - Austin, TX, USA (2011.04.10-2011.04.12)] (IEEE ISPASS) IEEE INTERNATIONAL SYMPOSIUM ON PERFORMANCE ANALYSIS OF SYSTEMS AND SOFTWARE - Characterization and dynamic mitigation of intra-application cache interference

Wu, Carole-Jean, Martonosi, Margaret

Year:

2011

File:

PDF, 1.08 MB

2011

7

[IEEE 2014 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - CA, USA (2014.3.23-2014.3.25)] 2014 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - Characterizing the latency hiding ability of GPUs

Lee, Shin-Ying, Wu, Carole-Jean

Year:

2014

Language:

english

File:

PDF, 431 KB

english, 2014

8

[IEEE 2013 IEEE International Symposium on Workload Characterization (IISWC) - Portland, OR, USA (2013.09.22-2013.09.24)] 2013 IEEE International Symposium on Workload Characterization (IISWC) - Performance, energy characterizations and architectural implications of an emerging mobile platform benchmark suite - MobileBench

Pandiyan, Dhinakaran, Lee, Shin-Ying, Wu, Carole-Jean

Year:

2013

Language:

english

File:

PDF, 2.06 MB

english, 2013

9

[IEEE 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - Philadelphia, PA, USA (2015.3.29-2015.3.31)] 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - A study of mobile device utilization

Gao, Cao, Gutierrez, Anthony, Rajan, Madhav, Dreslinski, Ronald G., Mudge, Trevor, Wu, Carole-Jean

Year:

2015

Language:

english

File:

PDF, 773 KB

english, 2015

10

[IEEE 2014 32nd IEEE International Conference on Computer Design (ICCD) - Seoul, South Korea (2014.10.19-2014.10.22)] 2014 IEEE 32nd International Conference on Computer Design (ICCD) - ReMAP: Reuse and memory access cost aware eviction policy for last level cache management

Arunkumar, Akhil, Wu, Carole-Jean

Year:

2014

Language:

english

File:

PDF, 1.02 MB

english, 2014

11

Adaptive timekeeping replacement

Wu, Carole-Jean, Martonosi, Margaret

Journal:

ACM Transactions on Architecture and Code Optimization

Year:

2011

Language:

english

File:

PDF, 1.46 MB

english, 2011

12

[ACM Press the 23rd international conference - Edmonton, AB, Canada (2014.08.24-2014.08.27)] Proceedings of the 23rd international conference on Parallel architectures and compilation - PACT '14 - CAWS

Lee, Shin-Ying, Wu, Carole-Jean

Year:

2014

Language:

english

File:

PDF, 2.15 MB

english, 2014

13

[ACM Press the 44th Annual IEEE/ACM International Symposium - Porto Alegre, Brazil (2011.12.03-2011.12.07)] Proceedings of the 44th Annual IEEE/ACM International Symposium on Microarchitecture - MICRO-44 '11 - SHiP

Wu, Carole-Jean, Jaleel, Aamer, Hasenplaugh, Will, Martonosi, Margaret, Steely, Simon C., Emer, Joel

Year:

2011

Language:

english

File:

PDF, 6.33 MB

english, 2011

14

STEAM

Hanumaiah, Vinay, Desai, Digant, Gaudette, Benjamin, Wu, Carole-Jean, Vrudhula, Sarma

Journal:

ACM Transactions on Embedded Computing Systems

Year:

2014

Language:

english

File:

PDF, 1.74 MB

english, 2014

15

[ACM Press the 42nd Annual International Symposium - Portland, Oregon (2015.06.13-2015.06.17)] Proceedings of the 42nd Annual International Symposium on Computer Architecture - ISCA '15 - CAWA

Lee, Shin-Ying, Arunkumar, Akhil, Wu, Carole-Jean

Year:

2015

Language:

english

File:

PDF, 1.38 MB

english, 2015

16

[ACM Press the 44th Annual IEEE/ACM International Symposium - Porto Alegre, Brazil (2011.12.03-2011.12.07)] Proceedings of the 44th Annual IEEE/ACM International Symposium on Microarchitecture - MICRO-44 '11 - PACMan

Wu, Carole-Jean, Jaleel, Aamer, Martonosi, Margaret, Steely, Simon C., Emer, Joel

Year:

2011

Language:

english

File:

PDF, 4.03 MB

english, 2011

17

[IEEE 2015 IEEE International Symposium on Workload Characterization (IISWC) - Atlanta, GA, USA (2015.10.4-2015.10.6)] 2015 IEEE International Symposium on Workload Characterization - Characterization and Throttling-Based Mitigation of Memory Interference for Heterogeneous Smartphones

Shingari, Davesh, Arunkumar, Akhil, Wu, Carole-Jean

Year:

2015

Language:

english

File:

PDF, 1.66 MB

english, 2015

18

[IEEE 2014 IEEE International Symposium on Workload Characterization (IISWC) - Raleigh, NC, USA (2014.10.26-2014.10.28)] 2014 IEEE International Symposium on Workload Characterization (IISWC) - Quantifying the energy cost of data movement for emerging smart phone workloads on mobile platforms

Pandiyan, Dhinakaran, Wu, Carole-Jean

Year:

2014

Language:

english

File:

PDF, 976 KB

english, 2014

19

Using Low Cost Erasure and Error Correction Schemes to Improve Reliability of Commodity DRAM Systems

Chen, Hsing-Min, Jeloka, Supreet, Arunkumar, Akhil, Blauuw, David, Wu, Carole-Jean, Mudge, Trevor, Chakrabarti, Chaitali

Journal:

IEEE Transactions on Computers

Year:

2016

Language:

english

File:

PDF, 5.98 MB

english, 2016

20

[IEEE 2016 IEEE International Symposium on High Performance Computer Architecture (HPCA) - Barcelona, Spain (2016.3.12-2016.3.16)] 2016 IEEE International Symposium on High Performance Computer Architecture (HPCA) - Improving smartphone user experience by balancing performance and energy with probabilistic QoS guarantee

Gaudette, Benjamin, Wu, Carole-Jean, Vrudhula, Sarma

Year:

2016

Language:

english

File:

PDF, 914 KB

english, 2016

21

CAWA

Lee, Shin-Ying, Arunkumar, Akhil, Wu, Carole-Jean

Journal:

ACM SIGARCH Computer Architecture News

Year:

2015

Language:

english

File:

PDF, 1.38 MB

english, 2015

22

[IEEE 2016 15th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm) - Las Vegas, NV, USA (2016.5.31-2016.6.3)] 2016 15th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm) - Thermoelectric-based sustainable self-cooling for fine-grained processor hot spots

Lee, Soochan, Pandiyan, Dhinakaran, Jae-sun Seo,, Phelan, Patrick E., Wu, Carole-Jean

Year:

2016

Language:

english

File:

PDF, 2.61 MB

english, 2016

23

[IEEE 2016 IEEE International Symposium on Workload Characterization (IISWC) - Providence, RI, USA (2016.9.25-2016.9.27)] 2016 IEEE International Symposium on Workload Characterization (IISWC) - ID-cache: instruction and memory divergence based cache management for GPUs

Arunkumar, Akhil, Lee, Shin-ying, Wu, Carole-jean

Year:

2016

Language:

english

File:

PDF, 1.55 MB

english, 2016

24

[IEEE 2016 IEEE 34th International Conference on Computer Design (ICCD) - Scottsdale, AZ, USA (2016.10.2-2016.10.5)] 2016 IEEE 34th International Conference on Computer Design (ICCD) - Ctrl-C: Instruction-Aware Control Loop Based Adaptive Cache Bypassing for GPUs

Lee, Shin-Ying, Wu, Carole-Jean

Year:

2016

Language:

english

File:

PDF, 409 KB

english, 2016

25

[ASME ASME 2014 International Mechanical Engineering Congress and Exposition - Montreal, Quebec, Canada (Friday 14 November 2014)] Volume 10: Micro- and Nano-Systems Engineering and Packaging - Hot Spot Cooling and Harvesting CPU Waste Heat Using Thermoelectric Modules

Lee, Soochan, Phelan, Patrick E., Wu, Carole-Jean

Year:

2014

Language:

english

File:

PDF, 1.28 MB

english, 2014

26

[ACM Press the 44th Annual International Symposium - Toronto, ON, Canada (2017.06.24-2017.06.28)] Proceedings of the 44th Annual International Symposium on Computer Architecture - ISCA '17 - MCM-GPU

Arunkumar, Akhil, Bolotin, Evgeny, Cho, Benjamin, Milic, Ugljesa, Ebrahimi, Eiman, Villa, Oreste, Jaleel, Aamer, Wu, Carole-Jean, Nellans, David

Year:

2017

Language:

english

File:

PDF, 2.79 MB

english, 2017

27

[ACM Press the 2015 International Symposium - Washington DC, DC, USA (2015.10.05-2015.10.08)] Proceedings of the 2015 International Symposium on Memory Systems - MEMSYS '15 - E-ECC

Chen, Hsing-Min, Arunkumar, Akhil, Wu, Carole-Jean, Mudge, Trevor, Chakrabarti, Chaitali

Year:

2015

Language:

english

File:

PDF, 1.73 MB

english, 2015

28

[IEEE 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA) - Vienna, Austria (2018.2.24-2018.2.28)] 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA) - LATTE-CC: Latency Tolerance Aware Adaptive Cache Compression Management for Energy Efficient GPUs

Arunkumar, Akhil, Lee, Shin-Ying, Soundararajan, Vignesh, Wu, Carole-Jean

Year:

2018

File:

PDF, 7.70 MB

2018

29

[IEEE 2017 IEEE International Symposium on Workload Characterization (IISWC) - Seattle, WA (2017.10.1-2017.10.3)] 2017 IEEE International Symposium on Workload Characterization (IISWC) - Performance characterization, prediction, and optimization for heterogeneous systems with multi-level memory interference

Lee, Shin-Ying, Wu, Carole-Jean

Year:

2017

Language:

english

File:

PDF, 869 KB

english, 2017

30

[IEEE 2017 IEEE International Symposium on Workload Characterization (IISWC) - Seattle, WA (2017.10.1-2017.10.3)] 2017 IEEE International Symposium on Workload Characterization (IISWC) - Understanding the thermal challenges of high-performance mobile devices with a detailed platform temperature model

Yu, Ying-Ju, Wu, Carole-Jean

Year:

2017

Language:

english

File:

PDF, 337 KB

english, 2017

31

[IEEE 2018 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - Belfast, United Kingdom (2018.4.2-2018.4.4)] 2018 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - DORA: Optimizing Smartphone Energy Efficiency and Web Browser Performance under Interference

Shingari, Davesh, Arunkumar, Akhil, Gaudette, Benjamin, Vrudhula, Sarma, Wu, Carole-Jean

Year:

2018

Language:

english

File:

PDF, 1.36 MB

english, 2018

32

[IEEE 2018 17th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm) - San Diego, CA, USA (2018.5.29-2018.6.1)] 2018 17th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm) - Designing a Temperature Model to Understand the Thermal Challenges of Portable Computing Platforms

Yu, Ying-Ju, Wu, Carole-Jean

Year:

2018

Language:

english

File:

PDF, 375 KB

english, 2018

33

Optimizing User Satisfaction of Mobile Workloads Subject to Various Sources of Uncertainties

Gaudette, Benjamin, Wu, Carole-Jean, Vrudhula, Sarma

Journal:

IEEE Transactions on Mobile Computing

Year:

2018

Language:

english

File:

PDF, 2.44 MB

english, 2018

34

[IEEE 2019 IEEE/ACM International Workshop on Genetic Improvement (GI) - Montreal, QC, Canada (2019.5.28-2019.5.28)] 2019 IEEE/ACM International Workshop on Genetic Improvement (GI) - Genetic Improvement of GPU Code

Liou, Jhe-Yu, Forrest, Stephanie, Wu, Carole-Jean

Year:

2019

Language:

english

File:

PDF, 596 KB

english, 2019

35

[IEEE 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA) - San Diego, CA, USA (2020.2.22-2020.2.26)] 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA) - The Architectural Implications of Facebook's DNN-Based Personalized Recommendation

Gupta, Udit, Wu, Carole-Jean, Wang, Xiaodong, Naumov, Maxim, Reagen, Brandon, Brooks, David, Cottel, Bradford, Hazelwood, Kim, Hempstead, Mark, Jia, Bill, Lee, Hsien-Hsin S., Malevich, Andrey, Mudiger

Year:

2020

File:

PDF, 500 KB

2020

36

[IEEE 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) - Valencia, Spain (2020.5.30-2020.6.3)] 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) - MLPerf Inference Benchmark

Reddi, Vijay Janapa, Cheng, Christine, Kanter, David, Mattson, Peter, Schmuelling, Guenther, Wu, Carole-Jean, Anderson, Brian, Breughe, Maximilien, Charlebois, Mark, Chou, William, Chukka, Ramesh, Col

Year:

2020

File:

PDF, 509 KB

2020