Uncertainty quantification plays a critical role in the process of decision making and
optimization in many fields of science and engineering. The field has gained an …

The rapid growth of the cloud industry has increased challenges in the proper governance of
the cloud infrastructure. Many intelligent systems have been develo**, considering …

The neural network (NN)-based direct uncertainty quantification (UQ) methods have
achieved the state of the art performance since the first inauguration, known as the lower …

The user does not have any idea about the credibility of outcomes from deep neural
networks (DNN) when uncertainty quantification (UQ) is not employed. However, current …

Cloud interactive data-driven applications generate swarms of small TCP flows that compete
for the small switch buffer space in data-center. Such applications require a small flow …

Auctions have been adopted by many major cloud providers, such as Amazon EC2.
Unfortunately, only simple auctions have been implemented. Such simple auction has …

One of the routine exercises to manage and improve the performance and utility of the cloud
is the migration or transfer of cloud data whether it is large or small. However, it is extremely …

In today's world, the rapid expansion of IoT networks and the proliferation of smart devices in
our daily lives, have resulted in the generation of substantial amounts of heterogeneous …

A few years ago, Amazon Web Services introduced spot instances, transient servers that can
be contracted at a significant discount over regular price, but whose availability depends on …

Reliable completion of the computing jobs through Amazon spot instances (SIs) with proper
bargaining is challenging. Therefore, an SI bidding system is developed for deadline …