Hyeontaek Lim

According to our database, Hyeontaek Lim authored at least 31 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

PaLM: Scaling Language Modeling with Pathways.

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

J. Mach. Learn. Res., 2023

Predicting Dynamic Properties of Heap Allocations using Neural Networks Trained on Static Code: An Intellectual Abstract.

Christian Navasca, Martin Maas, Petros Maniatis, Hyeontaek Lim, Guoqing Harry Xu

Proceedings of the 2023 ACM SIGPLAN International Symposium on Memory Management, 2023

2022

Pathways: Asynchronous Distributed Dataflow for ML.

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

Proceedings of Machine Learning and Systems 2022, 2022

2021

Sequential routing framework: Fully capsule network-based speech recognition.

Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim

Comput. Speech Lang., 2021

Succinct range filters.

Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo

Commun. ACM, 2021

2019

Succinct Range Filters.

Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Kimberly Keeton, Andrew Pavlo

SIGMOD Rec., 2019

3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning.

Hyeontaek Lim, David G. Andersen, Michael Kaminsky

Proceedings of Machine Learning and Systems 2019, 2019

Scaling Video Analytics on Constrained Edge Nodes.

Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya Dulloor

Proceedings of Machine Learning and Systems 2019, 2019

2018

SuRF: Practical Range Query Filtering with Fast Succinct Tries.

Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo

Proceedings of the 2018 International Conference on Management of Data, 2018

Building a Bw-Tree Takes More Than Just Buzz Words.

Ziqi Wang, Andrew Pavlo, Hyeontaek Lim, Viktor Leis, Huanchen Zhang, Michael Kaminsky, David G. Andersen

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Cicada: Dependably Fast Multi-Core In-Memory Transactions.

Hyeontaek Lim, Michael Kaminsky, David G. Andersen

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2016

Full-Stack Architecting to Achieve a Billion-Requests-Per-Second Throughput on a Single Key-Value Store Server Platform.

Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey

ACM Trans. Comput. Syst., 2016

Achieving One Billion Key-Value Requests per Second on a Single Server.

Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey

IEEE Micro, 2016

NetMemex: Providing Full-Fidelity Traffic Archival.

Hyeontaek Lim, Vyas Sekar, Yoshihisa Abe, David G. Andersen

CoRR, 2016

Towards Accurate and Fast Evaluation of Multi-Stage Log-structured Designs.

Hyeontaek Lim, David G. Andersen, Michael Kaminsky

Proceedings of the 14th USENIX Conference on File and Storage Technologies, 2016

2015

Speaker localization in noisy environments using steered response voice power.

Hyeontaek Lim, In-Chul Yoo, Youngkyu Cho, Dongsuk Yook

IEEE Trans. Consumer Electron., 2015

Formant-Based Robust Voice Activity Detection.

In-Chul Yoo, Hyeontaek Lim, Dongsuk Yook

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Scaling Up Clustered Network Appliances with ScaleBricks.

Dong Zhou, Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Michael Mitzenmacher, Ren Wang, Ajaypal Singh

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Architecting to achieve a billion requests per second throughput on a single key-value store server platform.

Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

2014

XIA: architecting a more trustworthy and evolvable internet.

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

Comput. Commun. Rev., 2014

MICA: A Holistic Approach to Fast In-Memory Key-Value Storage.

Hyeontaek Lim, Dongsu Han, David G. Andersen, Michael Kaminsky

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

2013

When Cycles Are Cheap, Some Tables Can Be Huge.

Bin Fan, Dong Zhou, Hyeontaek Lim, Michael Kaminsky, David G. Andersen

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

Scalable, high performance ethernet forwarding with CuckooSwitch.

Dong Zhou, Bin Fan, Hyeontaek Lim, Michael Kaminsky, David G. Andersen

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

Practical Batch-Updatable External Hashing with Sorting.

Hyeontaek Lim, David G. Andersen, Michael Kaminsky

Proceedings of the 15th Meeting on Algorithm Engineering and Experiments, 2013

2012

Supporting network evolution and incremental deployment with XIA.

Robert Grandl, Dongsu Han, Suk-Bok Lee, Hyeontaek Lim, Michel Machado, Matthew K. Mukerjee, David Naylor

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

XIA: Efficient Support for Evolvable Internetworking.

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

Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

2011

Transparently bridging semantic gap in CPU management for virtualized environments.

Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee, Seungryoul Maeng

J. Parallel Distributed Comput., 2011

SILT: a memory-efficient, high-performance key-value store.

Hyeontaek Lim, Bin Fan, David G. Andersen, Michael Kaminsky

Proceedings of the 23rd ACM Symposium on Operating Systems Principles 2011, 2011

XIA: an architecture for an evolvable and trustworthy internet.

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

Proceedings of the Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), 2011

Small cache, big effect: provable load balancing for randomly partitioned cluster services.

Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky

Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011

2009

Task-aware virtual machine scheduling for I/O performance.

Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee

Proceedings of the 5th International Conference on Virtual Execution Environments, 2009