7 citations · 7 across the 3 of their papers we have counts for
3 papers · 1 filter
CodecSight: Leveraging Video Codec Signals for Efficient Streaming VLM Inference
Yulin Zou, Yan Chen, Wenyan Chen +6
Continuous inference over concurrent video streams imposes substantial compute and memory demands on vision-language model (VLM) serving. Streaming inference uses sliding windows t…
Cluster-based Network Time Synchronization for Resilience with Energy Efficiency
Nitin Shivaraman, Patrick Schuster, Saravanan Ramanathan +2
Time synchronization of devices in Internet-of-Things (IoT) networks is one of the challenging problems and a pre-requisite for the design of low-latency applications. Although man…
A Survey on Time-Sensitive Resource Allocation in the Cloud Continuum
Saravanan Ramanathan, Nitin Shivaraman, Seima Suryasekaran +3
Artificial Intelligence (AI) and Internet of Things (IoT) applications are rapidly growing in today's world where they are continuously connected to the internet and process, store…