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Sourav Kanti Addya

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#artificial intelligence Preprint Oct 2026

Stable Token-level Scheduling for Serverless LLM Inference

Serverless inference is emerging as an efficient deployment model for Large Language Models (LLMs) due to its ability to elastically scale resources, improve GPU utilization through resource sharing, and reduce infrastructure costs. However, existing approaches primarily optimize time to first token (TTFT) while overlo...

Hardi Ashishbhai Desai, K. BalajiN, Sourav Kanti Addya · 0 citations
Open access 2026

IDEAL: Impact-Aware Virtual Data Center Embedding With Incremental Analysis for SDN-Controlled Networks

Impact-Aware Virtual Data Center Embedding with Incremental Analysis for SDN-controlled Networks (IDEAL) is proposed, which estimates the incremental system impact of each tentative VM placement using two criteria: marginal energy increment and incremental load-balance distortion.

N. Preetham, S. K. Addya, I. A. K. S. Senior Member et al. · 0 citations

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