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| spec_version: 1 | |
| name: cloud_queue_env | |
| type: space | |
| runtime: fastapi | |
| app: server.app:app | |
| port: 8000 | |
| metadata: | |
| description: > | |
| A real-world queueing control environment where an agent manages | |
| cloud request scheduling decisions — admission control, routing, | |
| dispatching, and dynamic server scaling — under stochastic arrivals | |
| and service times. Optimizes latency, throughput, SLA compliance, | |
| fairness, and infrastructure cost across three benchmark tasks | |
| (Easy / Medium / Hard) with deterministic graders scored in (0, 1). | |
| tags: | |
| - openenv | |
| - reinforcement-learning | |
| - queueing | |
| - scheduling | |
| - cloud-operations | |
| - multi-objective | |
| - llm-agent | |
| difficulty: easy-to-hard | |
| tasks: | |
| - easy | |
| - medium | |
| - hard | |
| author: Mrkumar007 | |