Modern deep learning applications urge to push the model inference taking place at the
edge devices for multiple reasons such as achieving shorter latency, relieving the burden of …

The appetite for higher and higher 3D graphics quality continues to drive GPU computing
requirements. To satisfy these demands, GPU vendors are moving towards new …

Mobile systems-on-chips (SoCs) have become ubiquitous computing platforms, and, in
recent years, they have become increasingly heterogeneous and complex. A typical SoC …

With the growing popularity of cloud gaming and cloud virtual reality (VR), interactive 3D
applications have become a major class of workloads for the cloud. However, despite their …

Contemporary GPUs are designed to handle long-latency operations effectively; however,
challenges such as core occupancy (number of warps in a core) and pipeline width can …

The most common task of GPUs is to render images in real time. When rendering a 3D
scene, a key step is to determine which parts of every object are visible in the final image …

This article proposes a novel micro-architecture approach for mobile GPUs aimed at early
removing the occluded geometry in a scene by leveraging frame-to-frame coherence, thus …

Literature is plentiful in works exploiting cache locality for GPUs. A majority of them explore
replacement or bypassing policies. In this paper, however, we surpass this exploration by …

Recently, the size of models for real-time rendering has been significantly increasing for
realism, and many graphics applications are being developed in mobile devices with …

In recent years, mobile devices have become an integral part of modern life and are here to
stay. Given that vision is one of the fastest and most intuitive ways of human perception, it …