Search Results - "Chowdhury, Mosharaf"

EXP-Bench: Can AI Conduct AI Research Experiments?

Kon, Patrick Tser Jern, Liu, Jiachen, Zhu, Xinyi, Ding, Qiuyi, Peng, Jingjia, Xing, Jiarong, Huang, Yibo, Qiu, Yiming, Srinivasa, Jayanth, Lee, Myungjin, Chowdhury, Mosharaf, Zaharia, Matei, Chen, Ang

The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization

Chung, Jae-Won, Liu, Jiachen, Ma, Jeff J., Wu, Ruofan, Kweon, Oh Jun, Xia, Yuxuan, Wu, Zhiyu, Chowdhury, Mosharaf

Evaluation Framework for AI Systems in 'the Wild'

Jabbour, Sarah, Chang, Trenton, Antar, Anindya Das, Peper, Joseph, Jang, Insu, Liu, Jiachen, Chung, Jae-Won, He, Shiqi, Wellman, Michael, Goodman, Bryan, Bondi-Kelly, Elizabeth, Samy, Kevin, Mihalcea, Rada, Chowdhury, Mosharaf, Jurgens, David, Wang, Lu

INFA-FinOps for Cloud Data Integration

Agrawal, Atam Prakash, Mittal, Anant, Srivastava, Shivangi, Brevard, Michael, Moskovich, Valentin, Chowdhury, Mosharaf

2024 IEEE International Conference on Big Data (BigData)

Cornstarch: Distributed Multimodal Training Must Be Multimodality-Aware

Jang, Insu, Lu, Runyu, Bansal, Nikhil, Chen, Ang, Chowdhury, Mosharaf

Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents

Kon, Patrick Tser Jern, Liu, Jiachen, Ding, Qiuyi, Qiu, Yiming, Yang, Zhenning, Huang, Yibo, Srinivasa, Jayanth, Lee, Myungjin, Chowdhury, Mosharaf, Chen, Ang

Mordal: Automated Pretrained Model Selection for Vision Language Models

He, Shiqi, Jang, Insu, Chowdhury, Mosharaf

Mercury: QoS-Aware Tiered Memory System

Lu, Jiaheng, Zhang, Yiwen, Maruf, Hasan Al, Park, Minseo, Tang, Yunxuan, Lai, Fan, Chowdhury, Mosharaf

Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services

Liu, Jiachen, Chung, Jae-Won, Wu, Zhiyu, Lai, Fan, Lee, Myungjin, Chowdhury, Mosharaf

FedTrans: Efficient Federated Learning via Multi-Model Transformation

Zhu, Yuxuan, Liu, Jiachen, Chowdhury, Mosharaf, Lai, Fan

Toward Cross-Layer Energy Optimizations in AI Systems

Chung, Jae-Won, Talati, Nishil, Chowdhury, Mosharaf

Venn: Resource Management for Collaborative Learning Jobs

Liu, Jiachen, Lai, Fan, Ding, Ding, Zhang, Yiwen, Chowdhury, Mosharaf

Reducing Energy Bloat in Large Model Training

Chung, Jae-Won, Gu, Yile, Jang, Insu, Meng, Luoxi, Bansal, Nikhil, Chowdhury, Mosharaf

Efficient Large Language Models: A Survey

Wan, Zhongwei, Wang, Xin, Liu, Che, Alam, Samiul, Zheng, Yu, Liu, Jiachen, Qu, Zhongnan, Yan, Shen, Zhu, Yi, Zhang, Quanlu, Chowdhury, Mosharaf, Zhang, Mi

Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates

Jang, Insu, Yang, Zhenning, Zhang, Zhen, Jin, Xin, Chowdhury, Mosharaf

This result is not displayed to guests.
Login for full access.

This result is not displayed to guests.
Login for full access.

Memory Disaggregation: Advances and Open Challenges

Maruf, Hasan Al, Chowdhury, Mosharaf

Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training

Yang, Zhenning, Meng, Luoxi, Chung, Jae-Won, Chowdhury, Mosharaf

FLINT: A Platform for Federated Learning Integration

Wang, Ewen, Kannan, Ajay, Liang, Yuefeng, Chen, Boyi, Chowdhury, Mosharaf