4 papers
Clairvoyant: Predictive Shortest-Job-First Admission for Serial LLM Inference
Aravind Sundaresan
Serial LLM inference backends process requests sequentially under First-Come-First-Served (FCFS) admission, causing Head-of-Line Blocking (HOLB) under mixed workloads: short factua…
Human Body Model based ID using Shape and Pose Parameters
Aravind Sundaresan, Brian Burns, Indranil Sur +3
We present a Human Body model based IDentification system (HMID) system that is jointly trained for shape, pose and biometric identification. HMID is based on the Human Mesh Recove…
Sensor Control for Information Gain in Dynamic, Sparse and Partially Observed Environments
J. Brian Burns, Aravind Sundaresan, Pedro Sequeira +1
We present an approach for autonomous sensor control for information gathering under partially observable, dynamic and sparsely sampled environments that maximizes information abou…
A QoS aware Novel Probabilistic strategy for Dynamic Resource Allocation
G Arun Kumar, Snehanshu Saha, Aravind Sundaresan +1
The paper proposes a two player game based strategy for resource allocation in service computing domain such as cloud, grid etc. The players are modeled as demand/workflows for the…