DZone

JUNE 3, 2019

Using local SSDs inside of the GPU node delivers fast access to data during training, but introduces challenges that impact the overall solution in terms of scalability, data access, and data protection. Normally, GPU nodes don't have much room for SSDs, which limits the opportunity to train very deep neural networks that need more data. For example, one well-respected vendor's standard solution is limited to 7.5TB of internal storage, and it can only scale to 30TB.

Storage 100

Storage Performance Network Scalability 100

Dynatrace

JUNE 3, 2019

Dynatrace news. Dynatrace became the de facto standard for monitoring Web-scale software production environments , which also means to present huge numbers of monitored services, processes and hosts. Given a real-time monitoring environment with several thousands of hosts operating a much higher number of running processes and software services. The latest release of Dynatrace dramatically improves the load speed of loading such large lists of services, processes, and hosts.

Monitoring 116

Monitoring Speed Design Technology 116

DZone

JUNE 3, 2019

How Often Does Your App Crash? It’s a great question because there are several nuances to it. For one, the question is better phrased as “How often do your users have a poor experience?” This is because true “crashes” (those cases where the app suddenly closes and there is a stack trace for the closure) represent only a small fraction of cases that the user would label as a crash.

Metrics 100

Metrics Performance 100

The Polyglot Developer

JUNE 3, 2019

Amazon and a lot of cloud vendors such as Microsoft and Google have services around machine learning (ML), artificial intelligence (AI), and virtual assistants. A popular one that might come to mind is Amazon Alexa, something I’ve written quite a few tutorials around over the years. The concept around Alexa is simple. Provide the Alexa service some audio, have that audio converted into text or some other format that can be evaluated, execute some code, and respond with something to be spok

AWS 97

AWS Artificial Intelligence Virtualization Google 97

DZone

JUNE 3, 2019

There are a couple of popular front-end frameworks today. We recently covered how to build an analytics dashboard with React and Angular. What both of these guides share is Cube.js — an open-source analytics framework, which powers these dashboards with high-performance data. Being open-source, Cube.js is open to contributions, and you can find a contribution guide in the repository on Github.

Open Source 100

Open Source Analytics Code Processing 100

Particular Software

JUNE 3, 2019

Everyone who is old enough to remember the sound of connecting to the Internet with a dial-up modem or of AOL announcing that "You've got mail" is acutely aware that there is an upper limit to how fast something can be downloaded, and it never seems to be as fast as we would like it. The availability of bandwidth increases at a staggering rate, but we're never happy.

Latency 40

Latency Speed Network Strategy 40

DZone

JUNE 3, 2019

Let's imagine a web application, where for each request received, it must read some configuration data of a database. That data doesn't change usually, but the application, in each request, must connect, execute the correct instructions to read the data, pick it up from the network, etc. Imagine also that the database is very busy or the connection is slow.

Cache 100

Cache Database Network Java 100

Professor Beekums

JUNE 3, 2019

Software 51

Software Software 51