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Efficient Interactive LLM Serving with Proxy Model-based Sequence Length
  Prediction

Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction

12 April 2024
Haoran Qiu
Weichao Mao
Archit Patke
Shengkun Cui
Saurabh Jha
Chen Wang
Hubertus Franke
Zbigniew T. Kalbarczyk
Tamer Basar
Ravishankar K. Iyer
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Papers citing "Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction"

6 / 6 papers shown
Title
ELIS: Efficient LLM Iterative Scheduling System with Response Length Predictor
ELIS: Efficient LLM Iterative Scheduling System with Response Length Predictor
Seungbeom Choi
Jeonghoe Goo
Eunjoo Jeon
Mingyu Yang
Minsung Jang
21
0
0
14 May 2025
Taming the Titans: A Survey of Efficient LLM Inference Serving
Taming the Titans: A Survey of Efficient LLM Inference Serving
Ranran Zhen
J. Li
Yixin Ji
Zhengyuan Yang
Tong Liu
Qingrong Xia
Xinyu Duan
Zehao Wang
Baoxing Huai
M. Zhang
LLMAG
77
0
0
28 Apr 2025
Tempo: Application-aware LLM Serving with Mixed SLO Requirements
Tempo: Application-aware LLM Serving with Mixed SLO Requirements
Wei Zhang
Zhiyu Wu
Yi Mu
Banruo Liu
Myungjin Lee
Fan Lai
58
0
0
24 Apr 2025
Efficient LLM Scheduling by Learning to Rank
Efficient LLM Scheduling by Learning to Rank
Yichao Fu
Siqi Zhu
Runlong Su
Aurick Qiao
Ion Stoica
Hao Zhang
55
19
0
28 Aug 2024
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost
Sania Nayab
Giulio Rossolini
Giorgio Buttazzo
Nicolamaria Manes
F. Giacomelli
Nicolamaria Manes
Fabrizio Giacomelli
LRM
59
24
0
29 Jul 2024
Break the Sequential Dependency of LLM Inference Using Lookahead
  Decoding
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
Yichao Fu
Peter Bailis
Ion Stoica
Hao Zhang
130
141
0
03 Feb 2024
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