In this paper we discuss several forms of spatiotemporal convolutions for video analysis and
study their effects on action recognition. Our motivation stems from the observation that 2D …

As we integrate data-parallel GPUs with general-purpose CPUs on a single chip, the
enormous cache traffic generated by GPUs will not only exhaust the limited cache capacity …

The proposed paper addresses the overarching reliability issue of transistor aging in
nanometer-scaled circuits. Specifically, a comprehensive survey and taxonomy of …

Aggressive technology scaling has enabled the fabrication of many-core architectures while
triggering challenges such as limited power budget and increased reliability issues, like …

In this paper, we propose a novel lifetime reliability-aware resource management approach
for many-core architectures. The approach is based on hierarchical architecture, composed …

Graphics Processing Units (GPUs) have been employed in embedded systems to handle
increased amounts of computation and to satisfy the timing requirement. Due to the small …

DVFS-based boosting techniques have been widely employed by commercial multi-core
processors, due to their superiority in improving the performance. Boosting, however, is …

Run-time resource management is fundamental for efficient execution of workloads on Chip
Multiprocessors. Application-and system-level requirements (eg, on performance versus …

The Complexity of emerging multi/many-core architectures and diversity of modern
workloads demands coordinated dynamic resource management methods. We introduce a …

Negative bias temperature instability (NBTI) has emerged as a critical challenge to lifetime
reliability of computing systems. Traditionally, temperature-aware methodologies are used to …