Kategorie: artificial intelligence
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eBPF for modern cloud-based data centres
I have also published the source code related to this article on Codeberg (EU Git hosting) and Github (US Git hosting). Modern cloud data centres offer different level of abstractions to run applications, such as virtual machines, containers, micro-vms (see also my article on Unikernels), functions, virtual data-processing clusters and so on. As those abstractions…
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A Study on using a Rust-based dynamic Module system in WebAssembly for processing Data
I have also published the source code of this on Codeberg (EU Git hosting) and Github (US Git hosting). Nowadays we have a plethora of programming languages and platforms at our fingertips. They have different advantages and disadvantages depending on the use case and preferences. Often many different combinations of components are used for data…
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Modern Cloud Application Delivery: WASM and WASI
I described in a previous blog post that modularity will play a key role in future enterprise applications. This is demonstrated in the current trends of serverless functions or containerized architectures. However, those solutions are not perfect: Given the trend of many different computing architectures, such as ARM on servers, Internet of Things (IoT) Edge…
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Semantic Versioning for Artificial Intelligence (AI) 1.0.0
Artificial Intelligence (AI) becomes more and more part of some applications catering for the needs of many people. While AI is part of software products it has a very different velocity and less predictable needs for change. Especially if it addresses open-ended domains, such as natural language processing (NLP), where the content can change or…
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AI Applications and Systems for Deep Logic and Probabilistic Networks
This blog post describes the integration of deep learning, logic and probabilistic reasoning to enable advanced artificial intelligence tasks. The combination of completely different set of AI approaches will be one of the key advances to support AI driven business processes in the coming years. Furthermore, I describe challenges for operating such complex AI systems…