Reservoir computing originates in the early 2000s, the core idea being to utilize dynamical
systems as reservoirs (nonlinear generalizations of standard bases) to adaptively learn …

The energy consumption of Cloud–Edge systems is becoming a critical concern
economically, environmentally, and societally; some studies suggest data centers and …

The Coronavirus pandemic and the work-from-home have drastically changed the working
style and forced us to rapidly shift towards cloud-based platforms & services for seamless …

The resources required to service cloud computing applications are dynamic and fluctuate
over time in response to variations in the volume of incoming requests. Proactive …

Cloud computing has gained immense popularity in the logistics industry. This innovative
technology optimizes computing operations by eliminating the requirement for physical …

Host load prediction is essential in computing to improve resource utilization and for
achieving service level agreements. However, due to variations in load and the inefficiency …

Cloud computing is a method of providing various computing services, including software,
hardware, databases, data storage, and infrastructure, to the public through the Internet. The …

Cloud computing has drastically changed the nature of computing in recent years. However,
despite its countless benefits, it also suffers from some major challenges including …

Multivariate time series data contain a variety of common features that are difficult to extract,
among which the sudden irregular fluctuation trend, the trend feature of large fluctuation …

Accurate resource utilization estimation is crucial for efficient resource allocation, capacity
planning, and cost optimization in cloud systems. In the past, several artificial intelligence …