Computing systems have undergone a tremendous change in the last few decades with
several inflexion points. While Moore's law guided the semiconductor industry to cram more …

Large data centers today already account for nearly 1.31% of total electricity consumption
with cooling responsible for roughly 33% of that energy consumption. This energy intensive …

GPU and FPGA-based clouds have already demonstrated the promise of accelerating
computing-intensive workloads with greatly improved power and performance. In this paper …

The shift to multicore microprocessor architecture is likely to result in higher coolant flow
requirements and thus exacerbate the problem of increasing data center energy …

The breakdown of Dennard scaling has resulted in a decade-long stall of the maximum
operating clock frequencies of processors. To mitigate this issue, computing shifted to multi …

Targeted at improving overall hydro-thermal performance of microfluidic cooling, a novel
embedded cooling configuration using gradient distribution micro pin fin arrays (GD-MPFA) …

Performance analysis of double-layer microchannel heat sinks was performed under non-
uniform heating conditions having randomly distributed hotspots. Two parallel-channel …

The Dark Side of Silicon Amir M. Rahmani· Pasi Liljeberg Ahmed Hemani· Axel Jantsch Hannu
Tenhunen Editors The Dark Side of Silicon Energy E cient Computing in the Dark Silicon Era …

Planet-scale applications are driving the exponential growth of the Cloud, and datacenter
specialization is the key enabler of this trend. GPU-and FPGA-based clouds have already …

Deep neural network (DNN) models are being expanded to a broader range of applications.
The computational capability of traditional hardware platforms cannot accommodate the …