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23 AI Strategies for Making Your Life in IT Suck Less - Part 1

Unless you’re truly a tech newbie, you’ve probably heard some kind of hype around artificial intelligence—often referred to as AI—machine learning, predictive analytics or a whole host of other words, terms and phrases, all pointing toward a similar conclusion: Emerging technology can do some pretty amazing things for people, teams and entire organizations.


New and Improved Support: Ionic & Unity

At Bugfender, we strive to keep improving. The number of smartphone users is rising all the time, as is the number of smartphone models. So the challenge of fixing bugs is getting increasingly difficult. So it’s with great pride that we announce new and improved support for both Ionic and Unity. We’ve already introduced support for React Native, and this is just the latest stage in our mission to accommodate every single developer, no matter what platform or framework they’re working on.


How to debug your Logstash configuration file

Logstash plays an extremely important role in any ELK-based data pipeline but is still considered as one of the main pain points in the stack. Like any piece of software, Logstash has a lot of nooks and crannies that need to be mastered to be able to log with confidence. One super-important nook and cranny is the Logstash configuration file (not the software’s configuration file (/etc/logstash/logstash.yml), but the .conf file responsible for your data pipeline).


Elasticsearch as a time series database for telemetry data at NS1

NS1 is a leading Domain Name System (DNS) host and web traffic management company that equips customers with resilient, redundant, and multi-purpose DNS solutions for various application delivery stacks. Providing industry-leading web redundancy and speed means NS1’s time series database (TSDB) needs to collect and analyze incredible amounts of telemetry data — nominal throughput spikes can reach 700k data points per second — in as close to real time as possible.


Collect, Monitor, and Process AWS Logs and Metrics at Scale with Cognitive Insights

Famed management thinker Peter Drucker is often quoted as saying, “You can’t manage what you can’t measure.” Tracking and analyzing data of a system provides metrics to measure, predict, and improve the underlining health of the system. Logging data is the simplest act of collecting data for measurement and plays an important role in modern enterprises, as it provides a way to measure the health of hardware devices and software applications alike.


How to file a GitHub issue the best way

From bug reports to feature requests, we rely on the Elastic community to keep our projects chugging. If you’re new to using the Elastic Stack, contributing to our project by submitting a GitHub issue might be a little bit nerve wracking. You may be asking yourself: Is the process complicated? What if I get lost along the way? What if I make a mistake? Don’t worry! We’re here to help.


What’s New in the Splunk Machine Learning Toolkit 4.2

Another release of the Splunk Machine Learning Toolkit (MLTK) is hot off the press and ready for you to download. This is our second release on the path to .conf19, and we have a lot of new customer-focused features and content specifically designed for making machine learning-driven outcomes accessible, usable, and valuable to you.