5 citations · 8 across the 11 of their papers we have counts for
11 papers
Elixir: A system to enhance data quality for multiple analytics on a video stream
Sibendu Paul, Kunal Rao, Giuseppe Coviello +4
IoT sensors, especially video cameras, are ubiquitously deployed around the world to perform a variety of computer vision tasks in several verticals including retail, healthcare, s…
APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning
Sibendu Paul, Kunal Rao, Giuseppe Coviello +4
Cameras are increasingly being deployed in cities, enterprises and roads world-wide to enable many applications in public safety, intelligent transportation, retail, healthcare and…
Why is the video analytics accuracy fluctuating, and what can we do about it?
Sibendu Paul, Kunal Rao, Giuseppe Coviello +4
It is a common practice to think of a video as a sequence of images (frames), and re-use deep neural network models that are trained only on images for similar analytics tasks on v…
ROMA: Resource Orchestration for Microservices-based 5G Applications
Anousheh Gholami, Kunal Rao, Wang-Pin Hsiung +3
With the growth of 5G, Internet of Things (IoT), edge computing and cloud computing technologies, the infrastructure (compute and network) available to emerging applications (AR/VR…
Edge-based fever screening system over private 5G
Murugan Sankaradas, Kunal Rao, Ravi Rajendran +2
Edge computing and 5G have made it possible to perform analytics closer to the source of data and achieve super-low latency response times, which is not possible with centralized c…
SmartSlice: Dynamic, self-optimization of applications QoS requests to 5G networks
Kunal Rao, Murugan Sankaradas, Vivek Aswal +1
Applications can tailor a network slice by specifying a variety of QoS attributes related to application-specific performance, function or operation. However, some QoS attributes l…
DataX: A system for Data eXchange and transformation of streams
Giuseppe Coviello, Kunal Rao, Murugan Sankaradas +1
The exponential growth in smart sensors and rapid progress in 5G networks is creating a world awash with data streams. However, a key barrier to building performant multi-sensor, d…
AppSlice: A system for application-centric design of 5G and edge computing applications
Murugan Sankaradas, Kunal Rao, Srimat Chakradhar
Applications that use edge computing and 5G to improve response times consume both compute and network resources. However, 5G networks manage only network resources without conside…
F3S: Free Flow Fever Screening
Kunal Rao, Giuseppe Coviello, Min Feng +7
Identification of people with elevated body temperature can reduce or dramatically slow down the spread of infectious diseases like COVID-19. We present a novel fever-screening sys…
ECO: Edge-Cloud Optimization of 5G applications
Kunal Rao, Giuseppe Coviello, Wang-Pin Hsiung +1
Centralized cloud computing with 100+ milliseconds network latencies cannot meet the tens of milliseconds to sub-millisecond response times required for emerging 5G applications li…
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning
Sibendu Paul, Kunal Rao, Giuseppe Coviello +4
In Video Analytics Pipelines (VAP), Analytics Units (AUs) such as object detection and face recognition running on remote servers critically rely on surveillance cameras to capture…