Picture for Mosharaf Chowdhury

Mosharaf Chowdhury

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

Add code
Apr 25, 2024
Viaarxiv icon

FedTrans: Efficient Federated Learning via Multi-Model Transformation

Add code
Apr 25, 2024
Viaarxiv icon

Toward Cross-Layer Energy Optimizations in Machine Learning Systems

Add code
Apr 10, 2024
Viaarxiv icon

Efficient Large Language Models: A Survey

Add code
Dec 23, 2023
Viaarxiv icon

Venn: Resource Management Across Federated Learning Jobs

Add code
Dec 13, 2023
Figure 1 for Venn: Resource Management Across Federated Learning Jobs
Figure 2 for Venn: Resource Management Across Federated Learning Jobs
Figure 3 for Venn: Resource Management Across Federated Learning Jobs
Figure 4 for Venn: Resource Management Across Federated Learning Jobs
Viaarxiv icon

Perseus: Removing Energy Bloat from Large Model Training

Add code
Dec 12, 2023
Viaarxiv icon

Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates

Add code
Sep 15, 2023
Viaarxiv icon

FLINT: A Platform for Federated Learning Integration

Add code
Mar 11, 2023
Viaarxiv icon

Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training

Add code
Mar 04, 2023
Viaarxiv icon

Packing Privacy Budget Efficiently

Add code
Dec 26, 2022
Viaarxiv icon