Abstract With the Internet of Things (IoT) becoming part of our daily life and our environment,
we expect rapid growth in the number of connected devices. IoT is expected to connect …

Abstract Internet of Things (IoT) is an emerging paradigm which aims to inter-connect all
smart physical devices, so that the devices together can provide smart services to the users …

Edge computing has emerged as a trend to improve scalability, overhead, and privacy by
processing large-scale data, eg, in deep learning applications locally at the source. In IoT …

Today the cloud plays a central role in storing, processing, and distributing data. Despite
contributing to the rapid development of IoT applications, the current IoT cloud-centric …

Abstract Video Question Answering (QA) is an important task in understanding video
temporal structure. We observe that there are three unique attributes of video QA compared …

Emergence of Internet-of-Things brings a whole new class of applications and higher
efficiency for existing services. Application-specific requirements, as well as connectivity and …

Parallel technology boosts data processing in recent years, and parallel direct data
processing on hierarchically compressed documents exhibits great promise. The high …

The Function-as-a-Service (FaaS) model is a great fit for data and event processing in the
Internet of Things (IoT). Sending all data to a cloud-based FaaS platform, however, may …

With the proliferation of portable and mobile IoT devices and their increasing processing
capability, we witness that the edge of network is moving to the IoT gateways and smart …

This paper deals with online convex optimization involving both time-varying loss functions,
and time-varying constraints. The loss functions are not fully accessible to the learner, and …