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Hyeontaek Lim
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2020 – today
- 2023
- [j11]Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel:
PaLM: Scaling Language Modeling with Pathways. J. Mach. Learn. Res. 24: 240:1-240:113 (2023) - [c21]Kyungmin Lee, Hyeontaek Lim, Munhwan Lee, Hong-Gee Kim:
Attention Gate Between Capsules in Fully Capsule-Network Speech Recognition. INTERSPEECH 2023: 874-878 - [c20]Christian Navasca, Martin Maas, Petros Maniatis, Hyeontaek Lim, Guoqing Harry Xu:
Predicting Dynamic Properties of Heap Allocations using Neural Networks Trained on Static Code: An Intellectual Abstract. ISMM 2023: 43-57 - 2022
- [c19]Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu:
Pathways: Asynchronous Distributed Dataflow for ML. MLSys 2022 - [i6]Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu:
Pathways: Asynchronous Distributed Dataflow for ML. CoRR abs/2203.12533 (2022) - [i5]Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel:
PaLM: Scaling Language Modeling with Pathways. CoRR abs/2204.02311 (2022) - 2021
- [j10]Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo:
Succinct range filters. Commun. ACM 64(4): 166-173 (2021) - [j9]Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim:
Sequential routing framework: Fully capsule network-based speech recognition. Comput. Speech Lang. 70: 101228 (2021) - 2020
- [j8]Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo:
Succinct Range Filters. ACM Trans. Database Syst. 45(2): 5:1-5:31 (2020) - [i4]Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim:
Sequential Routing Framework: Fully Capsule Network-based Speech Recognition. CoRR abs/2007.11747 (2020)
2010 – 2019
- 2019
- [j7]Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Kimberly Keeton, Andrew Pavlo:
Succinct Range Filters. SIGMOD Rec. 48(1): 78-85 (2019) - [c18]Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya Dulloor:
Scaling Video Analytics on Constrained Edge Nodes. SysML 2019 - [c17]Hyeontaek Lim, David G. Andersen, Michael Kaminsky:
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning. SysML 2019 - [i3]Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya R. Dulloor:
Scaling Video Analytics on Constrained Edge Nodes. CoRR abs/1905.13536 (2019) - 2018
- [c16]Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo:
SuRF: Practical Range Query Filtering with Fast Succinct Tries. SIGMOD Conference 2018: 323-336 - [c15]Ziqi Wang, Andrew Pavlo, Hyeontaek Lim, Viktor Leis, Huanchen Zhang, Michael Kaminsky, David G. Andersen:
Building a Bw-Tree Takes More Than Just Buzz Words. SIGMOD Conference 2018: 473-488 - [i2]Hyeontaek Lim, David G. Andersen, Michael Kaminsky:
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning. CoRR abs/1802.07389 (2018) - 2017
- [c14]Hyeontaek Lim, Michael Kaminsky, David G. Andersen:
Cicada: Dependably Fast Multi-Core In-Memory Transactions. SIGMOD Conference 2017: 21-35 - 2016
- [j6]Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey:
Achieving One Billion Key-Value Requests per Second on a Single Server. IEEE Micro 36(3): 94-104 (2016) - [j5]Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey:
Full-Stack Architecting to Achieve a Billion-Requests-Per-Second Throughput on a Single Key-Value Store Server Platform. ACM Trans. Comput. Syst. 34(2): 5:1-5:30 (2016) - [c13]Hyeontaek Lim, David G. Andersen, Michael Kaminsky:
Towards Accurate and Fast Evaluation of Multi-Stage Log-structured Designs. FAST 2016: 149-166 - [i1]Hyeontaek Lim, Vyas Sekar, Yoshihisa Abe, David G. Andersen:
NetMemex: Providing Full-Fidelity Traffic Archival. CoRR abs/1603.04387 (2016) - 2015
- [j4]In-Chul Yoo, Hyeontaek Lim, Dongsuk Yook:
Formant-Based Robust Voice Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. 23(12): 2238-2245 (2015) - [j3]Hyeontaek Lim, In-Chul Yoo, Youngkyu Cho, Dongsuk Yook:
Speaker localization in noisy environments using steered response voice power. IEEE Trans. Consumer Electron. 61(1): 112-118 (2015) - [c12]Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey:
Architecting to achieve a billion requests per second throughput on a single key-value store server platform. ISCA 2015: 476-488 - [c11]Dong Zhou, Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Michael Mitzenmacher, Ren Wang, Ajaypal Singh:
Scaling Up Clustered Network Appliances with ScaleBricks. SIGCOMM 2015: 241-254 - 2014
- [j2]David Naylor, Matthew K. Mukerjee, Patrick Agyapong, Robert Grandl, Ruogu Kang, Michel Machado, Stephanie Brown, Cody Doucette, Hsu-Chun Hsiao, Dongsu Han, Tiffany Hyun-Jin Kim, Hyeontaek Lim, Carol Ovon, Dong Zhou, Soo Bum Lee, Yue-Hsun Lin, H. Colleen Stuart, Daniel Paul Barrett, Aditya Akella, David G. Andersen, John W. Byers, Laura Dabbish, Michael Kaminsky, Sara B. Kiesler, Jon M. Peha, Adrian Perrig, Srinivasan Seshan, Marvin A. Sirbu, Peter Steenkiste:
XIA: architecting a more trustworthy and evolvable internet. Comput. Commun. Rev. 44(3): 50-57 (2014) - [c10]Hyeontaek Lim, Dongsu Han, David G. Andersen, Michael Kaminsky:
MICA: A Holistic Approach to Fast In-Memory Key-Value Storage. NSDI 2014: 429-444 - 2013
- [c9]Hyeontaek Lim, David G. Andersen, Michael Kaminsky:
Practical Batch-Updatable External Hashing with Sorting. ALENEX 2013: 173-182 - [c8]Dong Zhou, Bin Fan, Hyeontaek Lim, Michael Kaminsky, David G. Andersen:
Scalable, high performance ethernet forwarding with CuckooSwitch. CoNEXT 2013: 97-108 - [c7]Bin Fan, Dong Zhou, Hyeontaek Lim, Michael Kaminsky, David G. Andersen:
When Cycles Are Cheap, Some Tables Can Be Huge. HotOS 2013 - 2012
- [c6]Dongsu Han, Ashok Anand, Fahad R. Dogar, Boyan Li, Hyeontaek Lim, Michel Machado, Arvind Mukundan, Wenfei Wu, Aditya Akella, David G. Andersen, John W. Byers, Srinivasan Seshan, Peter Steenkiste:
XIA: Efficient Support for Evolvable Internetworking. NSDI 2012: 309-322 - [c5]Robert Grandl, Dongsu Han, Suk-Bok Lee, Hyeontaek Lim, Michel Machado, Matthew K. Mukerjee, David Naylor:
Supporting network evolution and incremental deployment with XIA. SIGCOMM 2012: 281-282 - 2011
- [j1]Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee, Seungryoul Maeng:
Transparently bridging semantic gap in CPU management for virtualized environments. J. Parallel Distributed Comput. 71(6): 758-773 (2011) - [c4]Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky:
Small cache, big effect: provable load balancing for randomly partitioned cluster services. SoCC 2011: 23 - [c3]Ashok Anand, Fahad R. Dogar, Dongsu Han, Boyan Li, Hyeontaek Lim, Michel Machado, Wenfei Wu, Aditya Akella, David G. Andersen, John W. Byers, Srinivasan Seshan, Peter Steenkiste:
XIA: an architecture for an evolvable and trustworthy internet. HotNets 2011: 2 - [c2]Hyeontaek Lim, Bin Fan, David G. Andersen, Michael Kaminsky:
SILT: a memory-efficient, high-performance key-value store. SOSP 2011: 1-13
2000 – 2009
- 2009
- [c1]Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee:
Task-aware virtual machine scheduling for I/O performance. VEE 2009: 101-110
Coauthor Index
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