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Akademický článek
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Cloud-native is an approach to building and running scalable applications in modern cloud infrastructures, with the Kubernetes container orchestration platform being often considered as a fundamental cloud-native building block. In this paper, we eva
Externí odkaz:
http://arxiv.org/abs/2408.15445
As software systems increase in complexity, conventional monitoring methods struggle to provide a comprehensive overview or identify performance issues, often missing unexpected problems. Observability, however, offers a holistic approach, providing
Externí odkaz:
http://arxiv.org/abs/2408.15439
Autor:
Towers, Mark, Kwiatkowski, Ariel, Terry, Jordan, Balis, John U., De Cola, Gianluca, Deleu, Tristan, Goulão, Manuel, Kallinteris, Andreas, Krimmel, Markus, KG, Arjun, Perez-Vicente, Rodrigo, Pierré, Andrea, Schulhoff, Sander, Tai, Jun Jet, Tan, Hannah, Younis, Omar G.
Reinforcement Learning (RL) is a continuously growing field that has the potential to revolutionize many areas of artificial intelligence. However, despite its promise, RL research is often hindered by the lack of standardization in environment and a
Externí odkaz:
http://arxiv.org/abs/2407.17032
Akademický článek
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In offline reinforcement learning (RL), an RL agent learns to solve a task using only a fixed dataset of previously collected data. While offline RL has been successful in learning real-world robot control policies, it typically requires large amount
Externí odkaz:
http://arxiv.org/abs/2310.18247
Autor:
Borowski, Krzysztof, Baliś, Bartosz
We present scg-cli, a~command line tool facilitating software comprehension. The tool extracts semantic information about code structure and dependencies from the Java and Scala projects, and structures it as a~Semantic Code Graph (SCG), an informati
Externí odkaz:
http://arxiv.org/abs/2310.03044
Software comprehension can be extremely time-consuming due to the ever-growing size of codebases. Consequently, there is an increasing need to accelerate the code comprehension process to facilitate maintenance and reduce associated costs. A crucial
Externí odkaz:
http://arxiv.org/abs/2310.02128
Autor:
Malawski, Maciej, Balis, Bartosz
Publikováno v:
in IEEE Internet Computing, vol. 26, no. 4, pp. 53-58, 1 July-Aug. 2022
Serverless computing has become an important model in cloud computing and influenced the design of many applications. Here, we provide our perspective on how the recent landscape of serverless computing for scientific applications looks like. We disc
Externí odkaz:
http://arxiv.org/abs/2309.01681
Conference
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