MLSys @ WukLab

Building next-generation AI/ML systems that are efficient, scalable, and reliable.

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Cognify: A Comprehensive, Multi-Faceted Gen AI Workflow Optimizer
Can Scheduling Overhead Dominate LLM Inference Performance? A Study of CPU Scheduling Overhead on Two Popular LLM Inference Systems
Preble: Efficient Prompt Scheduling for Augmented Large Language Models
Efficient Augmented LLM Serving With InferCept
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Augmented LLM
GenAI Workflow
LLM
LLM Optimizer
Load Balancing
Scheduling
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Load Balancing

2024

Preble: Efficient Prompt Scheduling for Augmented Large Language Models May 7, 2024