research
∙
07/24/2023
Securing Bystander Privacy in Mixed Reality While Protecting the User Experience
The modern Mixed Reality devices that make the Metaverse viable can also...
share
research
∙
12/26/2022
Characterizing and Modeling Control-Plane Traffic for Mobile Core Network
In this paper, we first carry out to our knowledge the first in-depth ch...
research
∙
12/08/2022
Elixir: A system to enhance data quality for multiple analytics on a video stream
IoT sensors, especially video cameras, are ubiquitously deployed around ...
research
∙
11/15/2022
APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning
Cameras are increasingly being deployed in cities, enterprises and roads...
research
∙
08/23/2022
Why is the video analytics accuracy fluctuating, and what can we do about it?
It is a common practice to think of a video as a sequence of images (fra...
research
∙
11/16/2021
Saath: Speeding up CoFlows by Exploiting the Spatial Dimension
Coflow scheduling improves data-intensive application performance by imp...
research
∙
08/25/2021
A Case for Sampling Based Learning Techniques in Coflow Scheduling
Coflow scheduling improves data-intensive application performance by imp...
research
∙
08/24/2021
The Case for Task Sampling based Learning for Cluster Job Scheduling
The ability to accurately estimate job runtime properties allows a sched...
research
∙
07/08/2021
CamTuner: Reinforcement-Learning based System for Camera Parameter Tuning to enhance Analytics
Complex sensors like video cameras include tens of configurable paramete...
research
∙
01/24/2021
AQuA: Analytical Quality Assessment for Optimizing Video Analytics Systems
Millions of cameras at edge are being deployed to power a variety of dif...
research
∙
09/22/2020
App Parameter Energy Profiling: Optimizing App Energy Drain by Finding Tunable App Parameters
In this paper, we observe that modern mobile apps come with a large numb...
research
∙
12/29/2019