Seems to be no coincidence that the emergence of artificial intelligence and machine learning has occurred at exactly the time that humankind needs it most, as the entire world struggles to keep pace with a global population that continues to explode and that explosion bringing a whole whack of major challenges along with it. Especially when it comes to continuing to provide everyone with what they’ve come to expect in regards to essential services and the like. The need is pressing, but fortunately there are very talented engineers and equally dedicated directors above them who are applying themselves to the best of their ability. While in the simplest sense this won’t have anything directly to do with providing web hosting, our industry is one that is already in the process of being touched by this trend too as there are definitely applications for better and more efficient data management and data streamlining that can be made possible by machine learning. One of those secondary affects from it could be in better proactivity for managing data overloads that can be caused by unexpected external influences. The major heatwave in the UK 2 weeks ago caused some data centers to have to shut down. Machine learning may provide systems with the means of getting ahead of the curve with dealing with that so a complete shutdown isn’t needed. What would occur isn’t exactly what i known as load shedding, but the process would be similar; being able to foresee what’s coming and knowing where to best make cuts temporarily so that the cumulative affect of it all isn’t so catastrophic. As a Canadian web hosting provider, those of us here at 4GoodHosting can see all sorts of promise in this. 2x Speed There are now a set of benchmarks - MLPerf - for machine-learning systems that are determine that they can be trained nearly 2x as quickly as they could last year. The bulk of these training speed gains are thanks to software and systems innovations, but new processors from Graphcore and Intel subsidiary Habana Labs plus others are contributing nicely too. Previously there was no getting around the fact it took...
