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Alexander Chernov

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Preprint Sep 2026

Brain API: An Intent-Aware Control Plane for Policy-Governed Agentic Systems

Contemporary cloud and distributed systems expose control through resource-centric abstractions: services, deployments, network flows, execution graphs. Agentic and tool-augmented systems have meanwhile shifted application logic toward intent-driven, adaptive execution. Existing control planes, workflow engines and ser...

Alexander Chernov · 0 citations
Conference Jul 2026

Agentic Data Services: A Control-Plane Architecture for Adaptive Data Workflows

Modern data platforms rely on pipeline-oriented architectures that are rigid, hard to adapt, and lack native auditability. We present Agentic Data Services, a control-planedriven architecture for Big Data as a Service (BDaaS) that models workflows as adaptive, policy-aware service entities rather than static directed a...

Alexander Chernov · 0 citations

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