Author

Souvik Kundu

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Preprint Jul 2026

TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI

TRACE-Router is presented, a task-level routing framework that aligns routing with the unit of supervision, and learns routing policies that adapt to the workload while avoiding explicit task-complexity estimation.

Ritik Raj, Souvik Kundu, Sarbartha Banerjee et al. · 1 citation

Preprint Jul 2026

A Workflow-Aware Serving Layer for Agentic Applications

Dyserve compiles each workflow's per-node model and verifier choices in one integer linear program (ILP) over a heterogeneous backend pool, priced by skill-conditioned offline profiles that transfer across workflows.

Jiayi Qian, Zishen Wan, Hanchen Yang et al. · 0 citations