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2020 – today
- 2024
[c23]Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, Basil Hosmer, Bram Wasti, Liangzhen Lai, Anas Mahmoud, Bilge Acun, Saurabh Agarwal, Ahmed Roman, Ahmed A Aly, Beidi Chen, Carole-Jean Wu:
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding. ACL (1) 2024: 12622-12642- [c22]Saurabh Agarwal, Bilge Acun, Basil Hosmer, Mostafa Elhoushi, Yejin Lee, Shivaram Venkataraman, Dimitris Papailiopoulos, Carole-Jean Wu:
CHAI: Clustered Head Attention for Efficient LLM Inference. ICML 2024 - [c21]Samuel Hsia, Alicia Golden, Bilge Acun, Newsha Ardalani, Zachary DeVito, Gu-Yeon Wei, David Brooks, Carole-Jean Wu:
MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems. ISCA 2024: 818-833 - [c20]Alicia Golden, Samuel Hsia, Fei Sun, Bilge Acun, Basil Hosmer, Yejin Lee, Zachary DeVito, Jeff Johnson, Gu-Yeon Wei, David Brooks, Carole-Jean Wu:
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation. ISPASS 2024: 257-267 - [i17]Saurabh Agarwal, Bilge Acun, Basil Hosmer, Mostafa Elhoushi, Yejin Lee, Shivaram Venkataraman, Dimitris Papailiopoulos, Carole-Jean Wu:
CHAI: Clustered Head Attention for Efficient LLM Inference. CoRR abs/2403.08058 (2024) - [i16]Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, Basil Hosmer, Bram Wasti, Liangzhen Lai, Anas Mahmoud, Bilge Acun, Saurabh Agarwal, Ahmed Roman, Ahmed A Aly, Beidi Chen, Carole-Jean Wu:
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding. CoRR abs/2404.16710 (2024) - [i15]Alicia Golden, Samuel Hsia, Fei Sun, Bilge Acun, Basil Hosmer, Yejin Lee, Zachary DeVito, Jeff Johnson, Gu-Yeon Wei, David Brooks, Carole-Jean Wu:
Is Flash Attention Stable? CoRR abs/2405.02803 (2024) - [i14]Bilge Acun, Brent Morgan, Henry Richardson, Nat Steinsultz, Carole-Jean Wu:
Unlocking the Potential of Renewable Energy Through Curtailment Prediction. CoRR abs/2405.18526 (2024) - [i13]Carole-Jean Wu, Bilge Acun, Ramya Raghavendra, Kim M. Hazelwood:
Beyond Efficiency: Scaling AI Sustainably. CoRR abs/2406.05303 (2024) - 2023
- [c19]Bilge Acun, Benjamin Lee, Fiodar Kazhamiaka, Kiwan Maeng, Udit Gupta
, Manoj Chakkaravarthy, David Brooks, Carole-Jean Wu:
Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters. ASPLOS (2) 2023: 118-132 - [c18]Samuel Hsia, Udit Gupta, Bilge Acun, Newsha Ardalani, Pan Zhong, Gu-Yeon Wei, David Brooks, Carole-Jean Wu:
MP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation. ASPLOS (3) 2023: 449-465 - [c17]Mark Mazumder, Colby R. Banbury, Xiaozhe Yao, Bojan Karlas, William Gaviria Rojas, Sudnya Frederick Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Will Cukierski, Juan Ciro, Lora Aroyo, Bilge Acun, Lingjiao Chen, Mehul Raje, Max Bartolo, Evan Sabri Eyuboglu, Amirata Ghorbani, Emmett D. Goodman, Addison Howard, Oana Inel, Tariq Kane, Christine R. Kirkpatrick, D. Sculley, Tzu-Sheng Kuo, Jonas W. Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen K. Paritosh, Ce Zhang, James Y. Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi:
DataPerf: Benchmarks for Data-Centric AI Development. NeurIPS 2023 - [i12]Samuel Hsia, Udit Gupta, Bilge Acun, Newsha Ardalani, Pan Zhong, Gu-Yeon Wei, David Brooks, Carole-Jean Wu:
MP-Rec: Hardware-Software Co-Design to Enable Multi-Path Recommendation. CoRR abs/2302.10872 (2023) - [i11]Samuel Hsia, Alicia Golden, Bilge Acun, Newsha Ardalani, Zachary DeVito, Gu-Yeon Wei, David Brooks, Carole-Jean Wu:
MAD Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems. CoRR abs/2310.02784 (2023) - [i10]Jiali Xing, Bilge Acun, Aditya Sundarrajan, David Brooks, Manoj Chakkaravarthy, Nikky Avila, Carole-Jean Wu, Benjamin C. Lee:
Carbon Responder: Coordinating Demand Response for the Datacenter Fleet. CoRR abs/2311.08589 (2023) - [i9]Lingjiao Chen, Bilge Acun, Newsha Ardalani, Yifan Sun, Feiyang Kang, Hanrui Lyu, Yongchan Kwon, Ruoxi Jia, Carole-Jean Wu, Matei Zaharia, James Zou:
Data Acquisition: A New Frontier in Data-centric AI. CoRR abs/2311.13712 (2023) - [i8]Alicia Golden, Samuel Hsia, Fei Sun, Bilge Acun, Basil Hosmer, Yejin Lee, Zachary DeVito, Jeff Johnson, Gu-Yeon Wei, David Brooks, Carole-Jean Wu:
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation. CoRR abs/2312.14385 (2023) - 2022
- [c16]Geet Sethi, Bilge Acun, Niket Agarwal, Christos Kozyrakis, Caroline Trippel, Carole-Jean Wu:
RecShard: statistical feature-based memory optimization for industry-scale neural recommendation. ASPLOS 2022: 344-358 - [c15]Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee:
SecNDP: Secure Near-Data Processing with Untrusted Memory. HPCA 2022: 244-258 - [c14]Carole-Jean Wu, Ramya Raghavendra, Udit Gupta, 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, Geeta Chauhan, Benjamin 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. MLSys 2022 - [i7]Bilge Acun, Benjamin Lee, Kiwan Maeng, Manoj Chakkaravarthy, Udit Gupta, David Brooks, Carole-Jean Wu:
A Holistic Approach for Designing Carbon Aware Datacenters. CoRR abs/2201.10036 (2022) - [i6]Geet Sethi, Bilge Acun, Niket Agarwal, Christos Kozyrakis, Caroline Trippel, Carole-Jean Wu:
RecShard: Statistical Feature-Based Memory Optimization for Industry-Scale Neural Recommendation. CoRR abs/2201.10095 (2022) - [i5]Mark Mazumder, Colby R. Banbury, Xiaozhe Yao, Bojan Karlas, William Gaviria Rojas, Sudnya Frederick Diamos, Greg Diamos, Lynn He, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Juan Ciro, Lora Aroyo, Bilge Acun, Sabri Eyuboglu, Amirata Ghorbani, Emmett D. Goodman, Tariq Kane, Christine R. Kirkpatrick, Tzu-Sheng Kuo, Jonas Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen K. Paritosh, Ce Zhang, James Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi:
DataPerf: Benchmarks for Data-Centric AI Development. CoRR abs/2207.10062 (2022) - 2021
- [j3]Lukasz Wesolowski, Bilge Acun, Valentin Andrei, Adnan Aziz, Gisle Dankel, Christopher Gregg, Xiaoqiao Meng, Cyril Meurillon, Denis Sheahan, Lei Tian, Janet Yang, Peifeng Yu, Kim M. Hazelwood:
Datacenter-Scale Analysis and Optimization of GPU Machine Learning Workloads. IEEE Micro 41(5): 101-112 (2021) - [c13]Bilge Acun, Matthew Murphy, Xiaodong Wang, Jade Nie, Carole-Jean Wu, Kim M. Hazelwood:
Understanding Training Efficiency of Deep Learning Recommendation Models at Scale. HPCA 2021: 802-814 - [c12]Chunxing Yin, Bilge Acun, Carole-Jean Wu, Xing Liu:
TT-Rec: Tensor Train Compression for Deep Learning Recommendation Models. MLSys 2021 - [d10]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Zane Fink, Juan J. Galvez, Pathikrit Ghosh, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Justin Josef Szaday, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v7.0.0-rc1. Version v7.0.0-rc1. Zenodo, 2021 [all versions]
- [d9]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Zane Fink, Juan J. Galvez, Pathikrit Ghosh, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Justin Josef Szaday, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v7.0.0-rc2. Version v7.0.0-rc2. Zenodo, 2021 [all versions] - [d8]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Zane Fink, Juan J. Galvez, Pathikrit Ghosh, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Justin Josef Szaday, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: Charm++ version 7.0.0. Version v7.0.0. Zenodo, 2021 [all versions] - [i4]Chunxing Yin, Bilge Acun, Xing Liu, Carole-Jean Wu:
TT-Rec: Tensor Train Compression for Deep Learning Recommendation Models. CoRR abs/2101.11714 (2021) - [i3]Carole-Jean Wu, Ramya Raghavendra, Udit Gupta, 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, Geeta Chauhan, Benjamin 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. CoRR abs/2111.00364 (2021) - [i2]Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee:
SecNDP: Secure Near-Data Processing with Untrusted Memory. IACR Cryptol. ePrint Arch. 2021: 1642 (2021) - 2020
- [d7]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Juan J. Galvez, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v6.10.0. Version v6.10.0. Zenodo, 2020 [all versions] - [d6]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Juan J. Galvez, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v6.10.1. Version v6.10.1. Zenodo, 2020 [all versions] - [d5]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Juan J. Galvez, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: Charm++ version 6.10.2. Version v6.10.2. Zenodo, 2020 [all versions] - [d4]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Juan J. Galvez, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v6.11.0-beta1. Version v6.11.0-beta1. Zenodo, 2020 [all versions] - [i1]Bilge Acun, Matthew Murphy, Xiaodong Wang, Jade Nie, Carole-Jean Wu, Kim M. Hazelwood:
Understanding Training Efficiency of Deep Learning Recommendation Models at Scale. CoRR abs/2011.05497 (2020)
2010 – 2019
- 2019
- [c11]Bilge Acun, Kavitha Chandrasekar, Laxmikant V. Kalé:
Fine-Grained Energy Efficiency Using Per-Core DVFS with an Adaptive Runtime System. IGSC 2019: 1-8 - [c10]Bilge Acun, Alper Buyuktosunoglu, Eun Kyung Lee, Yoonho Park:
Power Aware Heterogeneous Node Assembly. HPCA 2019: 715-727 - [d3]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Juan J. Galvez, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v6.10.0-beta1. Version v6.10.0-beta1. Zenodo, 2019 [all versions] - [d2]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Juan J. Galvez, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v6.10.0-rc. Version v6.10.0-rc. Zenodo, 2019 [all versions] - [d1]Laxmikant V. Kalé, Bilge Acun, Seonmyeong Bak, Aaron T. Becker, Milind A. Bhandarkar, Nitin Bhat, Abhinav Bhatele, Eric J. Bohm, Cyril Bordage, Robert Brunner, Ronak Buch, Sayantan Chakravorty, Kavitha Chandrasekar, Jaemin Choi, Michael Denardo, Jayant DeSouza, Matthias Diener, Harshit Dokania, Isaac Dooley, Wayne Fenton, Juan J. Galvez, Filippo Gioachin, Abhishek Gupta, Gagan Gupta, Manish Gupta, Attila Gürsoy, Vipul Harsh, Fang Hu, Chao Huang, Narain Jagathesan, Nikhil Jain, Pritish Jetley, Prateek Jindal, Raghavendra Kanakagiri, Gregory A. Koenig, Sanjeev Krishnan, Sameer Kumar, David M. Kunzman, Michael Lang, Akhil Langer, Orion Sky Lawlor, Chee Wai Lee, Jonathan Lifflander, Karthik Mahesh, Celso L. Mendes, Harshitha Menon, Chao Mei, Esteban Meneses, Eric Mikida, Phil Miller, Ryan M. Mokos, Venkatasubrahmanian Narayanan, Xiang Ni, Kevin Nomura, Sameer Paranjpye, Parthasarathy Ramachandran, Balkrishna Ramkumar, Evan Ramos, Michael P. Robson, Neelam Saboo, Vikram A. Saletore, Osman Sarood, Karthik Senthil, Nimish Shah, Wei Wennie Shu, Amitabh Sinha, Yanhua Sun, Zehra Sura, Ehsan Totoni, Krishnan Varadarajan, Ramprasad Venkataraman, Jackie Wang, Lukasz Wesolowski, Sam White, Terry Wilmarth, Jeff Wright, Josh Yelon, Gengbin Zheng:
UIUC-PPL/charm: v6.10.0-rc2. Version v6.10.0-rc2. Zenodo, 2019 [all versions] - 2018
- [j2]Bilge Acun, David J. Hardy, Laxmikant V. Kalé, Keqin Li, James C. Phillips, John E. Stone:
Scalable molecular dynamics with NAMD on the Summit system. IBM J. Res. Dev. 62(6): 4:1-4:9 (2018) - 2017
- [b1]Bilge Acun:
Mitigating variability in HPC systems and applications for performance and power efficiency. University of Illinois Urbana-Champaign, USA, 2017 - [c9]Bilge Acun, Eun Kyung Lee, Yoonho Park, Laxmikant V. Kalé:
Support for Power Efficient Proactive Cooling Mechanisms. HiPC 2017: 94-103 - 2016
- [j1]Bilge Acun, Akhil Langer, Esteban Meneses, Harshitha Menon, Osman Sarood, Ehsan Totoni, Laxmikant V. Kalé:
Power, Reliability, and Performance: One System to Rule them All. Computer 49(10): 30-37 (2016) - [c8]Bilge Acun, Phil Miller, Laxmikant V. Kalé:
Variation Among Processors Under Turbo Boost in HPC Systems. ICS 2016: 6:1-6:12 - [c7]Bilge Acun, Laxmikant V. Kalé:
Mitigating Processor Variation through Dynamic Load Balancing. IPDPS Workshops 2016: 1073-1076 - [c6]Bilge Acun, Eun Kyung Lee, Yoonho Park, Laxmikant V. Kalé:
Neural Network-Based Task Scheduling with Preemptive Fan Control. E2SC@SC 2016: 77-84 - 2015
- [c5]Bilge Acun, Nikhil Jain, Abhinav Bhatele, Misbah Mubarak, Christopher D. Carothers, Laxmikant V. Kalé:
Preliminary Evaluation of a Parallel Trace Replay Tool for HPC Network Simulations. Euro-Par Workshops 2015: 417-429 - 2014
- [c4]Abhishek Gupta, Bilge Acun, Osman Sarood, Laxmikant V. Kalé:
Towards realizing the potential of malleable jobs. HiPC 2014: 1-10 - [c3]Bilge Acun, Abhishek Gupta, Nikhil Jain, Akhil Langer, Harshitha Menon, Eric Mikida, Xiang Ni, Michael P. Robson, Yanhua Sun, Ehsan Totoni, Lukasz Wesolowski, Laxmikant V. Kalé:
Parallel Programming with Migratable Objects: Charm++ in Practice. SC 2014: 647-658 - 2013
- [c2]Harshitha Menon, Bilge Acun, Simon Garcia De Gonzalo, Osman Sarood, Laxmikant V. Kalé:
Thermal aware automated load balancing for HPC applications. CLUSTER 2013: 1-8 - 2012
- [c1]Bilge Acun, Alper Baspinar, Ekin Oguz, M. Ilker Saraç, Fazli Can:
Topic Tracking Using Chronological Term Ranking. ISCIS 2012: 353-361
Coauthor Index
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