Hyeontaek Lim

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 27

Top Topics

Video Analytics

Distributed Constraint Satisfaction

Speech Recognition

Top Venues

SIGMOD Conference

Publications

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)
Kyungmin Lee, Hyeontaek Lim, Munhwan Lee, Hong-Gee Kim
Attention Gate Between Capsules in Fully Capsule-Network Speech Recognition. INTERSPEECH (2023)
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 (2023)
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)
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 (2022)
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 (2022)
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Succinct range filters. Commun. ACM 64 (4) (2021)
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 (2021)
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Succinct Range Filters. ACM Trans. Database Syst. 45 (2) (2020)
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 (2020)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning. MLSys (2019)
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 (2019)
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Kimberly Keeton, Andrew Pavlo
Succinct Range Filters. SIGMOD Rec. 48 (1) (2019)
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya Dulloor
Scaling Video Analytics on Constrained Edge Nodes. MLSys (2019)
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)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning. CoRR (2018)
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)
Hyeontaek Lim, Michael Kaminsky, David G. Andersen
Cicada: Dependably Fast Multi-Core In-Memory Transactions. SIGMOD Conference (2017)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
Towards Accurate and Fast Evaluation of Multi-Stage Log-structured Designs. FAST (2016)
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) (2016)
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) (2016)
Hyeontaek Lim, Vyas Sekar, Yoshihisa Abe, David G. Andersen
NetMemex: Providing Full-Fidelity Traffic Archival. CoRR (2016)
In-Chul Yoo, Hyeontaek Lim, Dongsuk Yook
Formant-Based Robust Voice Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. 23 (12) (2015)
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) (2015)
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)
Hyeontaek Lim, Michael Mitzenmacher, David G. Andersen, Ren Wang, Ajaypal Singh, Michael Kaminsky, Bin Fan, Dong Zhou
Scaling Up Clustered Network Appliances with ScaleBricks. Computer Communication Review (2015)
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)
Hyeontaek Lim, Dongsu Han, David G. Andersen, Michael Kaminsky
MICA: A Holistic Approach to Fast In-Memory Key-Value Storage. NSDI (2014)
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) (2014)
Bin Fan, Dong Zhou, Hyeontaek Lim, Michael Kaminsky, David G. Andersen
When Cycles Are Cheap, Some Tables Can Be Huge. HotOS (2013)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
Practical Batch-Updatable External Hashing with Sorting. ALENEX (2013)
Dong Zhou, Bin Fan, Hyeontaek Lim, Michael Kaminsky, David G. Andersen
Scalable, high performance ethernet forwarding with CuckooSwitch. CoNEXT (2013)
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)
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)
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)
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) (2011)
Hyeontaek Lim, Bin Fan, David G. Andersen, Michael Kaminsky
SILT: a memory-efficient, high-performance key-value store. SOSP (2011)
Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky
Small cache, big effect: provable load balancing for randomly partitioned cluster services. SoCC (2011)
Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee
Task-aware virtual machine scheduling for I/O performance. VEE (2009)