AutRM
AutRM, short for Autonomous Resource Manager, is a software framework concept designed to automate the allocation, monitoring, and optimization of computing resources in distributed systems. It aims to minimize manual intervention by making autonomous, policy-driven decisions about CPU, memory, storage, and network resources across hosts, containers, and virtual machines.
Architecture and components: A typical AutRM stack includes a resource monitor, a policy engine, a decision
Operation and capabilities: AutRM combines declarative policies with predictive models to anticipate demand, prevent contention, and
Applications and deployment: The concept is applied in cloud data centers, edge computing, high-performance computing clusters,
Challenges and considerations: Implementations must address policy conflicts, explainability, security, and safety, as well as telemetry
See also: autonomic computing, cluster management, resource scheduling, policy-based management, reinforcement learning.