Hyeontaek Lim

38 papers A* 4A 5B 1C 1Misc 3Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2023 A conf
Attention Gate Between Capsules in Fully Capsule-Network Speech Recognition.
INTERSPEECH
Kyungmin Lee, Hyeontaek Lim, MunHwan Lee, Hong-Gee Kim
2023 J jnl
PaLM: Scaling Language Modeling with Pathways.
J. Mach. Learn. Res.
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
2023 C conf
Predicting Dynamic Properties of Heap Allocations using Neural Networks Trained on Static Code: An Intellectual Abstract.
ISMM
Christian Navasca, Martin Maas, Petros Maniatis, Hyeontaek Lim, Guoqing Harry Xu
2022 J jnl
PaLM: Scaling Language Modeling with Pathways.
CoRR
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
2022 — conf
Pathways: Asynchronous Distributed Dataflow for ML.
MLSys
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
2022 J jnl
Pathways: Asynchronous Distributed Dataflow for ML.
CoRR
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
2021 J jnl
Sequential routing framework: Fully capsule network-based speech recognition.
Comput. Speech Lang.
Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim
2021 J jnl
Succinct range filters.
Commun. ACM
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
2020 J jnl
Sequential Routing Framework: Fully Capsule Network-based Speech Recognition.
CoRR
Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim
2020 J jnl
Succinct Range Filters.
ACM Trans. Database Syst.
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
2019 — conf
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning.
SysML
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
2019 — conf
Scaling Video Analytics on Constrained Edge Nodes.
SysML
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya Dulloor
2019 J jnl
Scaling Video Analytics on Constrained Edge Nodes.
CoRR
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya R. Dulloor
2019 J jnl
Succinct Range Filters.
SIGMOD Rec.
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Kimberly Keeton, Andrew Pavlo
2018 J jnl
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning.
CoRR
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
2018 — conf
Building a Bw-Tree Takes More Than Just Buzz Words.
SIGMOD Conference
Ziqi Wang, Andrew Pavlo, Hyeontaek Lim, Viktor Leis, Huanchen Zhang, Michael Kaminsky, David G. Andersen
2018 — conf
SuRF: Practical Range Query Filtering with Fast Succinct Tries.
SIGMOD Conference
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
2017 — conf
Cicada: Dependably Fast Multi-Core In-Memory Transactions.
SIGMOD Conference
Hyeontaek Lim, Michael Kaminsky, David G. Andersen
2016 J jnl
Achieving One Billion Key-Value Requests per Second on a Single Server.
IEEE Micro
Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey
2016 J jnl
Full-Stack Architecting to Achieve a Billion-Requests-Per-Second Throughput on a Single Key-Value Store Server Platform.
ACM Trans. Comput. Syst.
Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey
2016 J jnl
NetMemex: Providing Full-Fidelity Traffic Archival.
CoRR
Hyeontaek Lim, Vyas Sekar, Yoshihisa Abe, David G. Andersen
2016 A conf
Towards Accurate and Fast Evaluation of Multi-Stage Log-structured Designs.
FAST
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
2015 A* conf
Architecting to achieve a billion requests per second throughput on a single key-value store server platform.
ISCA
Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey
2015 J jnl
Formant-Based Robust Voice Activity Detection.
IEEE ACM Trans. Audio Speech Lang. Process.
In-Chul Yoo, Hyeontaek Lim, Dongsuk Yook
2015 A* conf
Scaling Up Clustered Network Appliances with ScaleBricks.
SIGCOMM
Dong Zhou, Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Michael Mitzenmacher, Ren Wang, Ajaypal Singh
2015 J jnl
Speaker localization in noisy environments using steered response voice power.
IEEE Trans. Consumer Electron.
Hyeontaek Lim, In-Chul Yoo, Youngkyu Cho, Dongsuk Yook
2014 Misc conf
MICA: A Holistic Approach to Fast In-Memory Key-Value Storage.
NSDI
Hyeontaek Lim, Dongsu Han, David G. Andersen, Michael Kaminsky
2014 J jnl
XIA: architecting a more trustworthy and evolvable internet.
Comput. Commun. Rev.
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
2013 A conf
Practical Batch-Updatable External Hashing with Sorting.
ALENEX
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
2013 A conf
Scalable, high performance ethernet forwarding with CuckooSwitch.
CoNEXT
Dong Zhou, Bin Fan, Hyeontaek Lim, Michael Kaminsky, David G. Andersen
2013 A conf
When Cycles Are Cheap, Some Tables Can Be Huge.
HotOS
Bin Fan, Dong Zhou, Hyeontaek Lim, Michael Kaminsky, David G. Andersen
2012 A* conf
Supporting network evolution and incremental deployment with XIA.
SIGCOMM
Robert Grandl, Dongsu Han, Suk-Bok Lee, Hyeontaek Lim, Michel Machado, Matthew K. Mukerjee, David Naylor
2012 Misc conf
XIA: Efficient Support for Evolvable Internetworking.
NSDI
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
2011 A* conf
SILT: a memory-efficient, high-performance key-value store.
SOSP
Hyeontaek Lim, Bin Fan, David G. Andersen, Michael Kaminsky
2011 — conf
Small cache, big effect: provable load balancing for randomly partitioned cluster services.
SoCC
Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky
2011 J jnl
Transparently bridging semantic gap in CPU management for virtualized environments.
J. Parallel Distributed Comput.
Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee, Seungryoul Maeng
2011 Misc conf
XIA: an architecture for an evolvable and trustworthy internet.
HotNets
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
2009 B conf
Task-aware virtual machine scheduling for I/O performance.
VEE
Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee