chat_request stringclasses 3
values | intent_summary stringclasses 3
values | intent_category stringclasses 3
values | intent_subcategory stringclasses 3
values |
|---|---|---|---|
Can you check whether the distribution switch in the east wing is reachable and report its current CPU and memory usage? | The administrator wants to verify the switch's availability and review its CPU and memory usage. | monitoring | Checking device reachability and resource utilization |
Users on the second floor are reporting intermittent packet loss. Please investigate the access switch uplinks and identify what might be causing it. | The operations staff member wants the cause of reported packet loss investigated, with attention to the access switch uplinks. | troubleshooting | Investigating intermittent packet loss on switch uplinks |
Update the guest network firewall rule so that outbound DNS queries are allowed to the approved resolver, while keeping the existing restrictions in place. | The administrator requests a targeted firewall configuration change to permit guest-network DNS queries without removing existing restrictions. | configuration | Updating a firewall rule |
Network Management Chat Intent Classification Dataset
This dataset contains chat requests from administrators and operations staff working with network and systems management software, covering network devices, services, and infrastructure. Each request is labeled with a primary intent category, a more specific intent subcategory, and a concise intent summary; common needs include monitoring, configuration, troubleshooting, access management, and information retrieval. It supports training and evaluating models for operations request understanding, intent routing, and task-specific fine-tuning of network management assistants.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| chat_request | string | The original request from an administrator or operations staff member about a network device, service, or infrastructure. |
| intent_summary | string | A concise summary of the primary operation or information need expressed in the request. |
| intent_category | string | The broad intent identified in the request, such as monitoring, configuration, troubleshooting, access management, or information retrieval. |
| intent_subcategory | string | The specific action or information need expressed in the request, such as checking device status, restarting a service, or updating a firewall rule. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Source & Contact
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