Scaler: Efficient and Effective Cross Flow Analysis

Authors: Tang, Jiaxun, Xiang, Mingcan, Wang, Yang, Wu, Bo, Chen, Jianjun, Liu, Tongping

Source: 2024 39th IEEE/ACM International Conference on Automated Software Engineering (ASE) ASE Automated Software Engineering (ASE), 2024 39th IEEE/ACM International Conference on. :907-918 Oct, 2024

Relation: 2024 39th IEEE/ACM International Conference on Automated Software Engineering (ASE)

AIBrix: Towards Scalable, Cost-Effective Large Language Model Inference Infrastructure

Authors: The AIBrix Team, Shan, Jiaxin, Gupta, Varun, Xu, Le, Shi, Haiyang, Zhang, Jingyuan, Wang, Ning, Xu, Linhui, Kang, Rong, Liu, Tongping, Zhang, Yifei, Zhu, Yiqing, Jin, Shuowei, Lim, Gangmuk, Chen, Binbin, Chen, Zuzhi, Liu, Xiao, Chen, Xin, Yin, Kante, Chung, Chak-Pong, Jiang, Chenyu, Lu, Yicheng, Chen, Jianjun, Lin, Caixue, Xiang, Wu, Shi, Rui, Xie, Liguang

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2504.03648

Understanding and Alleviating Memory Consumption in RLHF for LLMs

Authors: Zhou, Jin, Yang, Hanmei, Steven, Tang, Xiang, Mingcan, Guan, Hui, Liu, Tongping

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.15651

Scaler: Efficient and Effective Cross Flow Analysis

Authors: Steven, Tang, Xiang, Mingcan, Wang, Yang, Wu, Bo, Chen, Jianjun, Liu, Tongping

Subject Terms: Computer Science - Performance

Access URL: http://arxiv.org/abs/2409.00854

AdapMTL: Adaptive Pruning Framework for Multitask Learning Model

Authors: Xiang, Mingcan, Tang, Steven Jiaxun, Yang, Qizheng, Guan, Hui, Liu, Tongping

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.03913

ProTrain: Efficient LLM Training via Memory-Aware Techniques

Authors: Yang, Hanmei, Zhou, Jin, Fu, Yao, Wang, Xiaoqun, Roane, Ramine, Guan, Hui, Liu, Tongping

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Performance

Access URL: http://arxiv.org/abs/2406.08334

Profile Dynamic Memory Allocation in Autonomous Driving Software

Authors: Zhou, Jin, Li, Dexin, Liu, Tongping

Source: 2023 10th International Conference on Dependable Systems and Their Applications (DSA) DSA Dependable Systems and Their Applications (DSA), 2023 10th International Conference on. :905-914 Aug, 2023

Relation: 2023 10th International Conference on Dependable Systems and Their Applications (DSA)

FreeLunch: Compression-based GPU Memory Management for Convolutional Neural Networks

Authors: Patel, Shaurya, Liu, Tongping, Guan, Hui

Source: 2021 IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC) MCHPC Memory Centric High Performance Computing (MCHPC), 2021 IEEE/ACM Workshop on. :1-8 Nov, 2021

Relation: 2021 IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC)

Dryadic: Flexible and Fast Graph Pattern Matching at Scale

Authors: Mawhirter, Daniel, Reinehr, Samuel, Han, Wei, Fields, Noah, Claver, Miles, Holmes, Connor, McClurg, Jedidiah, Liu, Tongping, Wu, Bo

Source: 2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT) PACT Parallel Architectures and Compilation Techniques (PACT), 2021 30th International Conference on. :289-303 Sep, 2021

Relation: 2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT)

Prober: Practically Defending Overflows with Page Protection

Authors: Liu, Hongyu, Tian, Ruiqin, Liu, Tongping, Ren, Bin

Source: 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) ASE Automated Software Engineering (ASE), 2020 35th IEEE/ACM International Conference on. :1116-1128 Sep, 2020

Relation: 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE)

CachePerf: A Unified Cache Miss Classifier via Hybrid Hardware Sampling

Authors: Zhou, Jin, Steven, Tang, Yang, Hanmei, Liu, Tongping

Subject Terms: Computer Science - Performance

Access URL: http://arxiv.org/abs/2203.08943

CSOD: Context-Sensitive Overflow Detection

Authors: Liu, Hongyu, Silvestro, Sam, Wang, Xiaoyin, Duan, Lide, Liu, Tongping

Source: 2019 IEEE/ACM International Symposium on Code Generation and Optimization (CGO) Code Generation and Optimization (CGO), 2019 IEEE/ACM International Symposium on. :50-60 Feb, 2019

Relation: 2019 IEEE/ACM International Symposium on Code Generation and Optimization (CGO)

Sampler: PMU-Based Sampling to Detect Memory Errors Latent in Production Software

Authors: Silvestro, Sam, Liu, Hongyu, Zhang, Tong, Jung, Changhee, Lee, Dongyoon, Liu, Tongping

Source: 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) MICRO Microarchitecture (MICRO), 2018 51st Annual IEEE/ACM International Symposium on. :231-244 Oct, 2018

Relation: 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)

NumaPerf: Predictive and Full NUMA Profiling

Authors: Zhao, Xin, Zhou, Jin, Guan, Hui, Wang, Wei, Liu, Xu, Liu, Tongping

Subject Terms: Computer Science - Performance

Access URL: http://arxiv.org/abs/2102.05204

UNDEAD: Detecting and preventing deadlocks in production software

Authors: Zhou, Jinpeng, Silvestro, Sam, Liu, Hongyu, Cai, Yan, Liu, Tongping

Source: 2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE) Automated Software Engineering (ASE), 2017 32nd IEEE/ACM International Conference on. :729-740 Oct, 2017

Relation: 2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE)

GraphZero: Breaking Symmetry for Efficient Graph Mining

Authors: Mawhirter, Daniel, Reinehr, Sam, Holmes, Connor, Liu, Tongping, Wu, Bo

Subject Terms: Computer Science - Performance, Computer Science - Databases

Access URL: http://arxiv.org/abs/1911.12877

DoubleTake: Fast and Precise Error Detection via Evidence-Based Dynamic Analysis

Authors: Liu, Tongping, Curtsinger, Charlie, Berger, Emery D.

Source: 2016 IEEE/ACM 38th International Conference on Software Engineering (ICSE) ICSE Software Engineering (ICSE), 2016 IEEE/ACM 38th International Conference on. :911-922 May, 2016

Relation: 2016 IEEE/ACM 38th International Conference on Software Engineering (ICSE)

Cheetah: Detecting false sharing efficiently and effectively

Authors: Liu, Tongping, Liu, Xu

Source: 2016 IEEE/ACM International Symposium on Code Generation and Optimization (CGO) Code Generation and Optimization (CGO), 2016 IEEE/ACM International Symposium on. :1-11 Mar, 2016

Relation: 2016 IEEE/ACM International Symposium on Code Generation and Optimization (CGO)

iReplayer: In-situ and Identical Record-and-Replay for Multithreaded Applications

Authors: Liu, Hongyu, Silvestro, Sam, Wang, Wei, Tian, Chen, Liu, Tongping

Subject Terms: Computer Science - Operating Systems

Access URL: http://arxiv.org/abs/1804.01226

FreeGuard: A Faster Secure Heap Allocator

Authors: Silvestro, Sam, Liu, Hongyu, Crosser, Corey, Lin, Zhiqiang, Liu, Tongping

Subject Terms: Computer Science - Operating Systems, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/1709.02746