Tag: distributed systems
Evaluating Cloud Gaming Services: Uncovering Key Quality Factors with Engaging Examples
Introduction Cloud gaming services have gained significant traction in recent years. They allow users to play high-quality games without needing powerful hardware. This technology revolutionizes the gaming industry by enabling gamers to stream games on-demand, regardless of their device’s capabilities. One key benefit of cloud gaming is that it eliminates the need for downloading and…
Microservices – any good?
As software solutions continue to evolve and grow in size and complexity, the effort required to manage, maintain and update them increases. To address this issue, a modular and manageable approach to software development is required. Microservices architecture provides a solution by breaking down applications into smaller, independent services that can be managed and deployed individually.…
Migrating from Heroku to Hetzner: Achieving Scalability with Docker, Kubernetes and Rancher
Dockerizing an existing application and deploying it in a Kubernetes Cluster via Rancher to achieve better scalability and cost minimization. Load Testing with Artillery, Monitoring with Prometheus & Grafana and GitHub Actions for CI/CD were used in the process.
Open Source Batch and Stream Processing: Realtime Analysis of Big Data
Abstract Since the beginning of Big Data, batch processing was the most popular choice for processing large amounts of generated data. These existing processing technologies are not suitable to process the large amount of data we face today. Research works developed a variety of technologies that focus on stream processing. Stream processing technologies bring significant…
Distributed stream processing frameworks – what they are and how they perform
An overview on stream processing, common frameworks as well as some insights on performance based on benchmarking data
Apache Kafka – The one Stream Processor to rule them all?
If there is one statement that can be made about the current developments in the realm of distributed systems, it would probably be how most developers are turning away from a centralised, monolithic architecture and move towards a microservice architecture. This type of architecture proved itself as much more flexible and robust for the modern…
Federated Learning
The world is enriched daily with the latest and most sophisticated achievements of Artificial Intelligence (AI). But one challenge that all new technologies need to take seriously is training time. With deep neural networks and the computing power available today, it is finally possible to perform the most complex analyses without need of pre-processing and…
End-to-end Monitoring of Modern Cloud Applications
During the last semester and as part of my Master’s thesis, I worked at an automotive company on the development of a vehicle connectivity platform. Within my team I was assigned the task of monitoring, which turned out to be a lot more interesting but at the same time way more complex than I expected.…
The Elixir Programming Language
An introduction to the language, its main concepts and its potential. The number of security incidents has been on the rise for years, and the growth of the Internet of Things is unlikely to improve the situation. Successful attacks on all kinds of interconnected smart devices, from car locks over home security systems to highly…
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