Colin Unger

According to our database, Colin Unger authored at least 4 papers between 2021 and 2024.

Collaborative distances:

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

2024

GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism.

Byungsoo Jeon, Mengdi Wu, Shiyi Cao, Sunghyun Kim, Sunghyun Park, Neeraj Aggarwal, Colin Unger, Daiyaan Arfeen, Peiyuan Liao, Xupeng Miao, Mohammad Alizadeh, Gregory R. Ganger, Tianqi Chen, Zhihao Jia

CoRR, 2024

FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning.

Xupeng Miao, Gabriele Oliaro, Xinhao Cheng, Mengdi Wu, Colin Unger, Zhihao Jia

CoRR, 2024

2022

Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization.

Colin Unger, Zhihao Jia, Wei Wu, Sina Lin, Mandeep Baines, Carlos Efrain Quintero Narvaez, Vinay Ramakrishnaiah, Nirmal Prajapati, Patrick S. McCormick, Jamaludin Mohd-Yusof, Xi Luo, Dheevatsa Mudigere, Jongsoo Park, Misha Smelyanskiy, Alex Aiken

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

2021

Conware: Automated Modeling of Hardware Peripherals.

Chad Spensky, Aravind Machiry, Nilo Redini, Colin Unger, Graham Foster, Evan Blasband, Hamed Okhravi, Christopher Kruegel, Giovanni Vigna

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021