Author

Esha Choukse

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Preprint Aug 2026

PowerSlider: Exploiting Phase Asymmetry for LLM Serving under Demand Response

PowerSlider does so with a new Flex SLO contract that turns bounded user slack into an optimization constraint, prefill--think--answer disaggregation exposing per-stage frequency and KV control, and a Karush--Kuhn--Tucker (KKT) online solver re-solving within 7.7 ms of every cap change.

Yueying Li, Jia-Yang Chen, Yuan-Fan Chen et al. · 2 citations

Preprint Aug 2026

Cascade: Exploiting SLO-Aware latency budget for fair and high goodput LLM inference serving

Cascade, an LLM serving system that estimates and continuously updates this per-request latency budget from request characteristics, KV-cache state, and current system load, and uses a single per-request budget to jointly coordinate request scheduling and KV-cache management across the memory hierarchy.

Muhammad Adnan, R. Mahapatra, Prashant J. Nair et al. · 0 citations

Jul 2026

Rethinking AI Cloud Infrastructure for Agentic Serving Systems with the Aries Experimentation Framework

This work presents Aries, a full-stack experimentation framework that separates task semantics from execution configurations, reconstructs cross-component agent trajectories with correlated system telemetry, and exposes stateful tool execution through a consistent interface across heterogeneous sandbox substrates.

Leonid Kondrashov, Hongrui Liu, JooYoung Park et al. · arXiv.org · 1 citation