AI
Building Intelligence into Machine Learning Hardware
Machine learning is a rising star in the compute constellation, and for good reason. …
Search Results for fpga "deep learning"
Compute
Is This A Server Slowdown, Or Increasing Efficiency?
If you happen to believe that spending on core IT infrastructure is a leading indicator of the robustness of national economies and the global one that is stitched, somewhat piecemeal like a patchwork quilt. …
Compute
Intel Declares War on GPUs at Disputed HPC, AI Border
In Supercomputing Conference (SC) years past, chipmaker Intel has always come forth with a strong story, either as an enabling processor or co-processor force, or more recently, as a prime contractor for a leading-class national lab supercomputer. …
AI
Mainstreaming Machine Learning: Emerging Solutions
In the course of this three-part series on the challenges and opportunities for enterprise machine learning, we have worked to define the landscape and ecosystem for these workloads in large-scale business settings and have taken an in-depth look at some of the roadblocks on the path to more mainstream machine learning applications. …
AI
Adapteva Joins The Kilocore Club With Epiphany-V
The computing industry is facing a number of challenges as Moore’s Law improvements in circuitry slow down, and they don’t all have to do with transistor counts and memory bandwidth and such. …
AI
Ganging up Accelerators to Beat Scale Limits
It is not news that offloading work from CPUs to GPUs can grant radical speedups, but what can come as a surprise is that scaling of these workloads doesn’t change just because they run faster. …
Compute
Baking Specialization into Hardware Cools CPU Concerns
As Moore’s Law spirals downward, ultra-high bandwidth memory matched with custom accelerators for specialized workloads might be the only saving grace for the pace of innovation we are accustomed to. …
AI
Hardware Slaves to the Master Algorithm
Over the long course of IT history, the burden has been on the software side to keep pace with rapid hardware advances—to exploit new capabilities and boldly go where no benchmarks have gone before. …
2017 Titles from Next Platform Press
With over a quarter million monthly readers, the editors of The Next Platform have developed keen insight into key trends, application areas, and emerging technologies that are of interest to the supercomputing, machine learning, hyperscale, and large-scale enterprise IT markets. …
Cloud
Inside the Manycore Research Chip That Could Power Future Clouds
For those interested in novel architectures for large-scale datacenters and complex computing domains, this year has offered plenty of fodder for exploration. …