Kuntai Du

According to our database, Kuntai Du authored at least 18 papers between 2020 and 2024.

Collaborative distances:

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

2024

Do Large Language Models Need a Content Delivery Network?

Yihua Cheng, Kuntai Du, Jiayi Yao, Junchen Jiang

CoRR, 2024

CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion.

Jiayi Yao, Hanchen Li, Yuhan Liu, Siddhant Ray, Yihua Cheng, Qizheng Zhang, Kuntai Du, Shan Lu, Junchen Jiang

CoRR, 2024

Earth+: on-board satellite imagery compression leveraging historical earth observations.

Kuntai Du, Yihua Cheng, Peder A. Olsen, Shadi A. Noghabi, Ranveer Chandra, Junchen Jiang

CoRR, 2024

Chatterbox: Robust Transport for LLM Token Streaming under Unstable Network.

Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang

CoRR, 2024

CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving.

Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang

Proceedings of the ACM SIGCOMM 2024 Conference, 2024

ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications.

Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

GRACE: Loss-Resilient Real-Time Video through Neural Codecs.

Yihua Cheng, Ziyi Zhang, Hanchen Li, Anton Arapin, Yue Zhang, Qizheng Zhang, Yuhan Liu, Kuntai Du, Xu Zhang, Francis Y. Yan, Amrita Mazumdar, Nick Feamster, Junchen Jiang

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Eloquent: A More Robust Transmission Scheme for LLM Token Streaming.

Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang

Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, 2024

2023

Run-Time Prevention of Software Integration Failures of Machine Learning APIs.

Chengcheng Wan, Yuhan Liu, Kuntai Du, Henry Hoffmann, Junchen Jiang, Michael Maire, Shan Lu

Proc. ACM Program. Lang., October, 2023

CacheGen: Fast Context Loading for Language Model Applications.

Yuhan Liu, Hanchen Li, Kuntai Du, Jiayi Yao, Yihua Cheng, Yuyang Huang, Shan Lu, Michael Maire, Henry Hoffmann, Ari Holtzman, Ganesh Ananthanarayanan, Junchen Jiang

CoRR, 2023

Automatic and Efficient Customization of Neural Networks for ML Applications.

Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire

CoRR, 2023

OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation.

Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

AccMPEG: Optimizing Video Encoding for Video Analytics.

Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang

CoRR, 2022

Understanding the potential of server-driven edge video analytics.

Qizheng Zhang, Kuntai Du, Neil Agarwal, Ravi Netravali, Junchen Jiang

Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

AccMPEG: Optimizing Video Encoding for Accurate Video Analytics.

Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Minimizing packet retransmission for real-time video analytics.

Haodong Wang, Kuntai Du, Junchen Jiang

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2020

Server-Driven Video Streaming for Deep Learning Inference.

Kuntai Du, Ahsan Pervaiz, Xin Yuan, Aakanksha Chowdhery, Qizheng Zhang, Henry Hoffmann, Junchen Jiang

Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

Renovating road signs for infrastructure-to-vehicle networking: a visible light backscatter communication and networking approach.

Purui Wang, Lilei Feng, Guojun Chen, Chenren Xu, Yue Wu, Kenuo Xu, Guobin Shen, Kuntai Du, Gang Huang, Xuanzhe Liu

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020