7 citations · 7 across the 3 of their papers we have counts for
6 papers
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 novel load distribution strategy for aggregators using IoT-enabled mobile devices
Nitin Shivaraman, Jakob Fittler, Saravanan Ramanathan +2
The rapid proliferation of Internet-of-things (IoT) as well as mobile devices such as Electric Vehicles (EVs), has led to unpredictable load at the grid. The demand to supply ratio…
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…
Real-Time Energy Monitoring in IoT-enabled Mobile Devices
Nitin Shivaraman, Seima Saki, Zhiwei Liu +3
With rapid advancements in the Internet of Things (IoT) paradigm, electrical devices in the near future is expected to have IoT capabilities. This enables fine-grained tracking of…
DeCoRIC: Decentralized Connected Resilient IoT Clustering
Nitin Shivaraman, Saravanan Ramanathan, Shreejith Shanker +2
Maintaining peer-to-peer connectivity with low energy overhead is a key requirement for several emerging Internet of Things (IoT) applications. It is also desirable to develop such…