AI
Avito Unveils Aviflow for Distributed ML Training
Avito has launched Aviflow, a cloud-native platform designed to streamline distributed machine learning and LLM training processes.
October 9, 2026, 06:13 PM·Хабр
#cloud-native
Hardware
Kubernetes 1.37 Update: Gang Scheduling Implementation Details
Kubernetes 1.37 introduces native gang scheduling in beta, but the feature requires manual activation and does not replace external schedulers for queue and quota management.
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AI
Dynamic Resource Management in Kubernetes 1.37
Kubernetes 1.37 stabilizes in-place pod resource management and native PSI metrics, enabling dynamic scaling without restarts.
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Hardware
Tatarnetes Brings Tatar Language Support to Kubernetes Clusters
Tatarnetes introduces a Tatar-language interface for Kubernetes, featuring a custom bash-based wrapper, multi-script support, and a unique 'tea break' scheduling system.
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AI
Scaling AI Workloads on Kubernetes: Operational Challenges and Strategies
While 66% of organizations use Kubernetes for AI inference, only 7% deploy models daily, signaling a need for more mature operational platforms to handle complex AI workloads.
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