How Analytics Are Transforming NV
Big data and analytics are transforming Network Virtualization (NV) by taking advantage of new sources of data and providing analytics tools that can link to automation in software-defined networks (SDNs).
Big data and analytics are transforming Network Virtualization (NV) by taking advantage of new sources of data and providing analytics tools that can link to automation in software-defined networks (SDNs).
The polyphonic weavings of a fugue in baroque music is a beautiful thing and an apt metaphor for how we want orchestration on cloud infrastructure to behave in a harmonic fashion. Unfortunately, most cloudy infrastructure is in more of a fugue state, complete with multiple personalities and amnesia.
A startup founded by some architects and engineers from Amazon Web Services wants to get the metaphor, and therefore the tools, right and have just popped out of stealth mode with a company aptly called Fugue to do just that.
Programmers are in charge of some of the largest and most profitable …
Getting Cloud Out Of A Fugue State was written by Timothy Prickett Morgan at The Next Platform.
How did Paypal take a billion hits a day system that might traditionally run on a 100s of VMs and shrink it down to run on 8 VMs, stay responsive even at 90% CPU, at transaction densities Paypal has never seen before, with jobs that take 1/10th the time, while reducing costs and allowing for much better organizational growth without growing the compute infrastructure accordingly?
PayPal moved to an Actor model based on Akka. PayPal told their story here: squbs: A New, Reactive Way for PayPal to Build Applications. They open source squbs and you can find it here: squbs on GitHub.
The stateful service model still doesn't get enough consideration when projects are choosing a way of doing things. To learn more about stateful services there's an article, Making The Case For Building Scalable Stateful Services In The Modern Era, based on an great talk given by Caitie McCaffrey. And if that doesn't convince you here's WhatsApp, who used Erlang, an Akka competitor, to achieve incredible throughput: The WhatsApp Architecture Facebook Bought For $19 Billion.
I refer to the above articles because the PayPal article is short on architectural details. It's more about the factors the led the selection of Akka and the Continue reading
It is a coincidence, but one laden with meaning, that Nvidia is setting new highs selling graphics processors at the same time that SGI, one of the early innovators in the fields of graphics and supercomputing, is being acquired by Hewlett Packard Enterprise.
Nvidia worked up from GPUs for gaming PCs to supercomputers, and has spread its technology to deep learning, visualization, and virtual desktops, all with much higher margins than GPUs for PCs or any other client device could deliver. SGI, in its various incarnations, stayed at the upper echelons of computing where there is, to a certain …
Deep Learning Drives Nvidia’s Tesla Business To New Highs was written by Timothy Prickett Morgan at The Next Platform.
Rajeeb Hazra, VP of Intel’s Datacenter Group, is a car buff. Why is that important to HPC? Because autonomous cars are the future, and it will take a phenomenal amount of compute to support them.
Hazra recently shared that some estimates to accurately support 20,000 autonomous cars would require an exaflop of sustained compute. This level of supercomputing is needed, considering the network of millions of sensors inside and outside the cars and their interpretation, plus the deep learning needed to constantly stay aware of the world around them and the drivers inside them, and repeatedly pass new models to …
Intel’s VP of Datacenter Group on “AI—and More—on IA” was written by Nicole Hemsoth at The Next Platform.