Smart systems, data analysis and software technology
Over the last couple of years, OpenTelemetry became the de-facto instrumentation standard for collecting and observing distributed service trace information. OpenTelemetry allows users to add standardized instrumentation code within their applications with the purpose of observing traces, metrics, logs and events independent of service implementation technologies and across all the major cloud vendors. Within this […]
Renewable energy and intelligent management of private and industrial energy consumption are prominent topics today. In a recent post I did show how to use a DIY ESP8266 sensor in combination with Home Assistant in order to collect real time data about your energy consumption as well as about the amount of energy that you […]
Observability and monitoring of software service infrastructure is the basis for modern Site Reliability Engineering (SRE) and to successfully run and scale your IT infrastructure. As the digital transformation of business processes and the shift towards highly dynamic cloud infrastructures keeps on accelerating, the dependency on human operation teams poses a critical bottleneck. Especially with […]
There are many reasons why I think that a Synology Diskstation NAS is a perfect all-in-one private cloud platform. It keeps your precious family photos and documents safely stored in a RAID system and it runs your local services as well as your home automation system. Therefore, my Synology NAS evolved into a critical backbone, […]
Getting insights into your users experience as well as into your real users behaviour is key within designing, implementing and delivering web applications as well as mobile applications. It’s common practice to monitor your web applications or mobile applications performance in production, to gain valuable insights about how well your application performs within your users’ […]
Developing and publishing mobile apps within global marketplaces such as iTunes or Play Store is a tough business, where many companies fail. The definition and monitoring of strategic targets by using service-level-objectives (SLO) helps to keep up stability and performance of your app and therefore safeguards your app revenue stream. Customer expectations concerning your app’s performance and reliability are […]
While designing the new generic Smartscape topology model in Dynatrace, I came across a tremendously useful 3D graphing project: force-3d-graph by vasturiano. Cudos to Vasturiano and his valuable contribution to 2D and 3D graph visualisation in JavaScript and within your local Browser. This library enabled the implementation of an Open Source 2D and 3D graph […]
Congratulation, you just finished implementing your first Android app and now you are looking forward to gain some decent revenue through selling your app within Google Play Store. One aspect that I came across very soon after publishing my first Android app within Google Play Store already 10 years ago is the importance of the […]
Highly dynamic change in IT service topology is inevitable in modern automated deployment and delivery platforms such as Kubernetes (K8S). Tracing those micro-service IT service environments is hard to grasp for a human, as those traces and deployment stacks consists of millions, yes even billions of monitored entities. One of the unique benefits of rolling […]
Artificial-Intelligence and machine-learning models are trained, tested and used with their accuracy in mind and therefore its crucial to closely observe and monitor your AI model during the design phase. TensorFlow offers a convenient way to attach a TensorBoard callback hook to your machine-learning model to receive and visualise the training and test performance of […]