The advent of new cloud-based applications such as mixed reality, online gaming,
autonomous driving, and healthcare has introduced infrastructure management challenges …

In the current era of big data, high volume of big data can be generated and collected from a
wide variety of rich data sources at a rapid rate. Embedded in these big data are useful …

Big data are emerging paradigm that can be applied to huge volume of valuable data, which
are often generated or collected at a fast velocity from a wide variety of rich data sources …

Device-to-device (D2D) communication is one of the most recent advancements in wireless
communication technology. It was introduced in cellular communication technology by the 3 …

With the development of edge computing and sharing economy, more services and contents
are decentralized to the edge of the network. At present, most existing studies combine the …

To deal with notorious delays in communication systems, it is crucial to forecast key system
characteristics, such as the communication load. Most existing studies aggregate data from …

Accurate traffic volume estimation and prediction are essential for advanced communication
network functions, such as automatic operations and predictive resource allocation …

We study an extension of the cardinality-constrained knapsack problem wherein each item
has a concave piecewise linear utility structure (CCKP), which is motivated by applications …

Advanced communication network functions, such as resource allocation and dynamic
spectrum management, heavily rely on the accurate forecasting of traffic. Data-driven …