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Integrating AI Systems
02.06.2026
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's development forward. Besides the GitHub repository [2], the project website has comprehensive documentation of the protocol specification [3]. Standardized Communication Just as USB created a universal
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Centralized Logging with Loki, SeaweedFS, and Grafana
06.08.2026
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Photo by Josh Rakower on Unsplash
setup with an Amazon Simple Storage Service (S3)-compatible object store. Also included are log collection with Grafana Alloy [3], integration with Grafana, and a few useful LogQL queries. SeaweedFS [4
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Containerized Applications with Azure Container Apps
06.08.2026
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): Scenario A – API on a Consumption plan: A container app (0.5vCPU, 1GiB RAM); 100,000 requests per month, with an average runtime of 500ms; costs around EUR2-3 per month Scenario B – Continuous operation
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Realistic Ceph Performance Tuning Measures
02.06.2026
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Photo by Brenton Pearce on Unsplash
just under 2,000 IOPS for a single thread with a 4K block size under ideal conditions. Anyone used to running databases on Fibre Channel that deliver 3,500 IOPS and more will probably find
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QoS Systems for Disaster Recovery Support
06.08.2026
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and limit infrastructure congestion caused by large packets or long-term communication processes. CAKE, currently only documented in an eprint article [3], supplements the system with a traffic shaper
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Manage VMs and Containers with Harvester
06.08.2026
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of nodes. Regular readers of ADMIN will have already discovered how KubeVirt works [2]. SUSE's Harvester [3] steps up to show that KubeVirt is also a great choice for small to medium-sized businesses (SMBs
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Filesystem for Self-Healing Storage
06.08.2026
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Lead Image © Sergey Nivens, 123rf.com
consistency-checking tools. One of the most important is xfs_scrub, which performs metadata verification while the filesystem is mounted and active [3]. Instead of modifying data directly, it checks internal