When businesses look at how best to understand the performance levels of their platforms, some of the best incident management metrics to look at are Mean Time Between Failures (MTBF) and Mean Time To Resolution (MTTR). These two measurements will give an excellent indication of the health and speed of the system, as well as … Read more

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The last decade has been nothing but a roller coaster ride for the airline industry. The pandemic has transformed it forever and now it needs to reevaluate its digital transformation priorities on how to manage traveler expectations. Taking it a step further, travelers buying behavior is changing farther as now they will want to book … Read more

Logo for meshIQ on a black background. The word mesh is in white, IQ is in green, and there is a green geometric owl graphic to the left of the text.

Apache Kafka® has come a long way since its initial development at LinkedIn in 2010 and its release as an open-source project the following year. Over the past decade, it has grown from a humble messaging bus used to power internal applications into the world’s most popular streaming data platform. Its evolution is remarkable, and … Read more

Logo for meshIQ on a black background. The word mesh is in white, IQ is in green, and there is a green geometric owl graphic to the left of the text.

Do you want to use Apache Kafka®? Or do you need a message broker and queues? While they can seem similar, they have different purposes. I’m going to explain the differences, so you don’t try to brute force patterns and concepts in Apache Kafka® that are better used with a message broker. Partitioned Log Apache … Read more

Prometheus & Grafana Are Not Sufficient To Support Modern IT

The Prometheus and Grafana combination is rapidly becoming ubiquitous in the world of IT monitoring. There are many good reasons for this. They are free open source toolkits, so easy to get hold of and try out and so there is a lot of crowd sourced help available online to getting started, and this even includes documentation … Read more

How to use OpenTelemetry for Apache Kafka® Monitoring

Apache Kafka® is a high-throughput, low-latency platform for handling real-time data feeds. Its storage layer is in essence a massively scalable pub/sub message queue designed as a distributed transaction log. It can be used to process streams of data in real-time, building up a commit log of changes. Apache Kafka® has strong ordering guarantees that … Read more

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