The multi-armed bandit (MAB) models have attracted significant research attention due to
their applicability and effectiveness in various real-world scenarios such as resource …

Many crowdsourcing platforms are emerging, leveraging the resources of recruited workers
to execute various outsourcing tasks, mainly for those computing-intensive video analytics …

Interactive mobile augmented reality (MAR) applications such as Connected Lens are
becoming popular, which often rely on deep neural network (NN)-based video analytics …

Video streaming analytic pipelines are deployed widely nowadays, where in many cases
videos are transmitted continuously from cameras to servers. However, video analytic …

In recent years, many crowdsourcing platforms have emerged, using the resources of
recruited workers to perform diverse outsourcing tasks, where the video analytics attracts …

Serverless edge computing is emerging as an enabler to provision scalable and flexible
Function-as-a-Service (FaaS) applications with lightweight function instances at network …

Over the last decade, the mobile crowdsourcing has become a paradigm to conduct the
manual annotation and further analytics by recruited workers, with their rewards depending …

Recent years have witnessed the unprecedented performance of convolutional networks in
image super-resolution (SR). SR involves upscaling a single low-resolution image to meet …