乔林｜清华大学｜学者主页

期刊论文

2021

Software-hardware co-design for fast and scalable training of deep learning recommendation models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhi-Hao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liangchen Luo, J. Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Ji-Yan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Hua-Yu Li, Jiyuan Qian, Zhuobo Feng, Yi-An Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishnaveni Dhulipala, K. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, M. Krishnan, A. Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, A. Mathews, Lin Qiao, M. Smelyanskiy, Bill Jia, Vijay Rao

International Symposium on Computer Architecture

DOI

2021

First-Generation Inference Accelerator Deployment at Facebook

Michael J. Anderson, Benny Chen, Stephen Chen, Summer Deng, J. Fix, M. Gschwind, Aravind Kalaiah, Changkyu Kim, Jaewon Lee, J. Liang, Haixin Liu, Yinghai Lu, Jack Montgomery, Arun Moorthy, Satish Nadathur, S. Naghshineh, A. Nayak, Jongsoo Park, Chris Petersen, Martin D. Schatz, N. Sundaram, Bangsheng Tang, Peter Tang, Amy Yang, Jiecao Yu, Hector Yuen, Y. Zhang, Aravind Anbudurai, Vandana Balan, Harsha Bojja, J. Boyd, Matthew Breitbach, Claudio Caldato, Anna Calvo, Garret Catron, Sneha Chandwani, Panos Christeas, Bradford Cottel, Brian Coutinho, Arun Dalli, Abhishek Dhanotia, Oniel Duncan, R. Dzhabarov, Simon Elmir, Chunli Fu, Wenyin Fu, Michael Fulthorp, Adi Gangidi, N. Gibson, Sean Gordon, Beatriz Padilla Hernandez, Daniel Ho, Yu-Cheng Huang, O. Johansson, Shishir Juluri, S. Kanaujia, Manali Kesarkar, J. Killinger, Ben Kim, Rohan Kulkarni, Meghan Lele, Hua-Yu Li, Hua-Min Li, Yue-Ming Li, Cynthia Liu, J. Liu, Bertrand A. Maher, Chandra Mallipedi, Seema Mangla, Kiran Kumar Matam, Jubin Mehta, Shobhit Mehta, Christopher Mitchell, Bharath Muthiah, Nitin Nagarkatte, Ashwin Narasimha, Bernard Nguyen, Thiara Ortiz, S. Padmanabha, Deng Pan, Ashwin Poojary, Ye-Ning Qi, Olivier Raginel, Dwarak Rajagopal, Tristan Rice, Craig G. Ross, Nadav Rotem, S. Russ, Kushal Shah, Baohua Shan, Hao Shen, Pavan Shetty, Krish Skandakumaran, Kutta Srinivasan, Roshan Sumbaly, Michael Tauberg, Mor Tzur, Sidharth Verma, Hao Wang, Man Wang, Ben Wei, Alex Xia, Chen Xu, Martin Yang, Kai Zhang, Ruo-Xi Zhang, Ming Zhao, Whitney Zhao, Rui-Cheng Zhu, Ajit Mathews, Lin Qiao, Misha Smelyanskiy, Bill Jia, Vijay Rao

arXiv.org

2019

Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition

Bing Xu, Andrew Tulloch, Yunpeng Chen, Xiao-Meng Yang, Lin Qiao

arXiv.org

2018

Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, D. Khudia, James Law, Parth Malani, A. Malevich, Satish Nadathur, J. Pino, Martin D. Schatz, Alexander Sidorov, V. Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, K. Hazelwood, Bill Jia, Yang-Qing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, M. Smelyanskiy

arXiv.org

2012

HHSR:一种命令与数据分传片上网络原型

王炜，乔林，汤志忠，李清宝

《计算机科学》

2012

一种基于重用距离预测与流检测的高速缓存替换算法

林隽民，王炜，乔林，汤志忠

《计算机研究与发展》

2012

Memory Performance Characterization of SPEC CPU2006 Benchmarks Using TSIM

Fucen Zeng, Lin Qiao, Mingliang Liu, Zhizhong Tang

Physics Procedia

DOI

2011

片上网络互连拓扑综述

王炜，乔林，汤志忠

《计算机科学》

2011

PEPCP: A Power-Efficient Parallel Coherence Protocol for Large-Scale Network-on-Chip

Fucen Zeng, Lin Qiao, Wei Wang

Proceedings of the International Conference on Parallel Processing

DOI

2010

二维片上网络局部均匀随机通信性能分析

王炜，乔林，杨广文，汤志忠

《计算机研究与发展》

2010

分级环片上网络互连

王炜，乔林，杨广文，汤志忠

《计算机学报》

2010

基于非线性回归方程偏导数分析应用程序性能敏感度的方法

李胜梅，程步奇，高兴誉，乔林，汤志忠

《计算机研究与发展》

2010

A Novel Memory Subsystem Evaluation Framework for Chip Multiprocessors

Fucen Zeng, Lin Qiao, Mingliang Liu, Zhizhong Tang

IEEE International Conference on High Performance Computing and Communications (HPCC)

DOI

2009

主成分线性回归模型分析应用程序性能

李胜梅，程步奇，高兴誉，乔林，汤志忠

《计算机研究与发展》

2009

片上二维网络互连性能分析

王炜，乔林，杨广文，汤志忠

《计算机研究与发展》

2009

An Extensible Memory Simulation Framework for Chip Multi-Processors

Mingliang Liu, Lin Qiao, Yu Chen, Fucen Zeng, Chao Zhang

DOI

2008

SAGA:一种由流特性制导的微处理器高速缓存分配策略

陈彧，林隽民，乔林，汤志忠

《计算机学报》

2008

片上多处理器互连技术综述

王炜，汤志忠，乔林

《计算机科学》

2008

Optimization to Prevent Cache Penalty by Loop Partition and Loop Unrolling

Li Liu, Yu Chen, Lin Qiao, Zhizhong Tang

Journal of Software

DOI

2006

数据相关性分析中替代约束的有效性

乔林，黄维通，孟威，汤志忠

《计算机工程与设计》

2005

A Static Data Dependence Analysis Approach for Software Pipelining

Lin Qiao, Weitong Huang, Zhizhong Tang

Lecture notes in computer science

DOI

2005

Coping with Data Dependencies of Multi-dimensional Array References

Lin Qiao, Weitong Huang, Zhizhong Tang

Lecture notes in computer science

DOI

2005

A Dynamic Data Dependence Analysis Approach for Software Pipelining

Lin Qiao, Weitong Huang, Zhizhong Tang

Lecture notes in computer science

DOI

1999

指令级并行程序执行模型

乔林，汤志忠，容红波，张赤红

《计算机学报》

1998

流水安全法─—一个面向软件流水技术的新的数据相关性分析方法

汤志忠，张赤红，乔林

《计算机学报》

预印本

2026

Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows

Bochao Feng, Jianjiang Li, Haojie Wang, Lin Qiao, Yinghui Li, Yukun Yan, Jidong Zhai

arXiv preprint

书籍章节

2012

Exploring Data Prefetching Mechanisms for Last Level Cache in Chip Multi-Processors

Mingliang Liu, Lin Qiao, Fucen Zeng, Zhizhong Tang

Advances in intelligent and soft computing

DOI

乔林

精选作品

期刊论文

Software-hardware co-design for fast and scalable training of deep learning recommendation models

First-Generation Inference Accelerator Deployment at Facebook

Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition

Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

HHSR:一种命令与数据分传片上网络原型

一种基于重用距离预测与流检测的高速缓存替换算法

Memory Performance Characterization of SPEC CPU2006 Benchmarks Using TSIM

片上网络互连拓扑综述

PEPCP: A Power-Efficient Parallel Coherence Protocol for Large-Scale Network-on-Chip

二维片上网络局部均匀随机通信性能分析

分级环片上网络互连

基于非线性回归方程偏导数分析应用程序性能敏感度的方法

A Novel Memory Subsystem Evaluation Framework for Chip Multiprocessors

主成分线性回归模型分析应用程序性能

片上二维网络互连性能分析

An Extensible Memory Simulation Framework for Chip Multi-Processors

SAGA:一种由流特性制导的微处理器高速缓存分配策略

片上多处理器互连技术综述

Optimization to Prevent Cache Penalty by Loop Partition and Loop Unrolling

数据相关性分析中替代约束的有效性

A Static Data Dependence Analysis Approach for Software Pipelining

Coping with Data Dependencies of Multi-dimensional Array References

A Dynamic Data Dependence Analysis Approach for Software Pipelining

指令级并行程序执行模型

流水安全法─—一个面向软件流水技术的新的数据相关性分析方法

预印本

Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows

书籍章节

Exploring Data Prefetching Mechanisms for Last Level Cache in Chip Multi-Processors

研究方向