Sarbartha Banerjee
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2ML×2Multiagent×1Distributed×1
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2026
How Far Can Disaggregation Go? A Design-Space Exploration of Attention-FFN Disaggregation for Efficient MoE LLM Serving
The paper systematically analyzes the benefits and limits of Attention-FFN Disaggregation (AFD) for Mixture-of-Experts (MoE) LLM serving, demonstrating that AFD is crucial for achieving high throughput under strict latency constraints.
TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI
The paper introduces TRACE-Router, a task-level routing framework for large language models that aligns routing with the unit of supervision using delayed task feedback.
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Papers
cs.AIcs.LGcs.MAEmpiricalRecentJul 24, 2026
TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI
Ritik Raj, Souvik Kundu, Sarbartha Banerjee, Dheemanth Joshi +2 more
The paper introduces TRACE-Router, a task-level routing framework for large language models that aligns routing with the unit of supervision using delayed task feedback.
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cs.LGcs.AIcs.DCRecent