Network Slicing Resource Utilization (5G)
This dataset provides detailed metrics on 5G network slice resource utilization, including CPU and bandwidth allocation, SLA compliance, tenant isolation, and dynamic lifecycle management. It enables operators and researchers to monitor, optimize, and audit network slice performance for multi-tenant environments, supporting advanced analytics and automation in telecommunications networks.
Sample rows
preview · 8 of 130 rows · all 16 columns| slice_idstring | lifecycle_statestring | resource_utilization_percentfloat | sla_complianceboolean | isolation_statusstring | slice_namestring | tenant_idstring | cpu_reservedfloat | cpu_allocatedfloat | bandwidth_reservedfloat | bandwidth_allocatedfloat | sla_violation_countinteger | creation_timedatetime | last_modified_timedatetime | slice_typestring | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| e5a1baf1-7a59-4db3-9ba3-1a94c8e2a111 | active | 92.6 | true | isolated | Corporate HQ eMBB Slice | global_enterprise_01 | 64 | 56.8 | 1000 | 925.7 | 0 | 2022-05-21T10:11:45Z | 2024-03-04T16:08:22Z | eMBB | Mission-critical slice for HQ; high throughput, strict isolation. |
| c1fbe927-2f18-4d21-bb63-0c9b983e3a22 | active | 70.5 | true | shared | IoT Smart Metering | smart_utilities_co | 6 | 4.8 | 120 | 84.6 | 0 | 2023-02-12T07:33:11Z | 2024-04-23T13:14:06Z | mMTC | Supports 10,000+ metering devices, moderate bandwidth. |
| 4b7e6d3d-4a0b-4f9c-b2c9-3c6e7c1a6b44 | active | 94.6 | false | isolated | Automated Factory Robotics | industrial_robotics_inc | 24 | 22.7 | 500 | 475.2 | 2 | 2021-11-17T20:15:22Z | 2024-05-11T07:54:36Z | URLLC | Critical latency requirements, recent SLA breach during factory upgrade. |
| 9e13d0a2-0e0d-4b73-bb8c-9b8ce2d3fbc5 | active | 73.9 | true | shared | Retail Branch Connectivity | retail_chain_23 | 12 | 9.7 | 210 | 155.3 | 0 | 2023-09-12T14:23:51Z | 2024-04-27T18:32:19Z | eMBB | General connectivity for branch stores across region. |
| 1e9b3a44-bd05-4d4c-9e7a-18c8d5e5c356 | active | 89.6 | true | degraded | Automated Traffic Control | city_transport_authority | 32 | 28.6 | 400 | 376.8 | 0 | 2022-01-03T09:47:57Z | 2024-01-19T15:40:10Z | URLLC | Supports live traffic light automation, occasional degraded isolation due to legacy integration. |
| a7b6c9d8-8e1a-4c2f-8a9b-6e9d2c3b8f11 | active | 66.5 | false | degraded | Edge Video Analytics | edge_customer | 24 | 17.7 | 800 | 525.8 | 5 | 2022-08-21T12:33:42Z | 2024-03-29T19:45:28Z | eMBB | High-traffic edge deployment, SLA violations due to burst loads. |
| f4d5a8c7-3b2e-4a1c-bd8f-0e8d1a9e7c66 | active | 72.7 | true | shared | Agriculture Sensor Mesh | agro_networks | 4 | 3.2 | 30 | 21.8 | 0 | 2024-01-10T03:55:21Z | 2024-05-02T10:31:40Z | mMTC | Seasonal deployment for crop monitoring, mostly idle during winter. |
| 8d2f4c1b-0c7d-4e8f-9b2a-6e8d4c1b7f23 | inactive | 0 | true | shared | Cloud Storage Backup | cloud_storage_x | 8 | 0 | 20 | 0 | 0 | 2022-06-08T08:27:10Z | blank | eMBB | Slice scheduled for deletion, zero utilization. |
| db8ac9e2-7b7e-4f3c-8e9d-4c1b2a7f7c88 | pending | 0 | true | shared | Test Slice - Maximum Name Length Example for QA | test_tenant | 1 | 0 | 2 | 0 | 0 | 2024-05-01T06:00:00Z | blank | blank | blank |
| b7f3a8c9-0c2a-4e8f-9d1b-8e7c4a1d9b22 | active | 95.1 | true | isolated | Telemedicine URLLC | healthcare_connect | 40 | 37.9 | 900 | 855.2 | 0 | 2022-03-18T16:43:28Z | 2024-04-10T11:27:52Z | URLLC | Critical for remote diagnostics; strict latency and isolation. |
| 7c1b2a9e-8d4c-4e8f-9f2a-3a7b4e1c9b55 | active | 86.2 | true | shared | Connected Vehicles | autonomous_fleet | 16 | 13.8 | 320 | 248.7 | 0 | 2023-10-04T12:11:00Z | 2024-04-25T15:39:41Z | eMBB | Fleet management for connected vehicles, high throughput required. |
| fc1a6b4d-3c9e-4f7b-8e2a-7d1c9b6e5a77 | active | 59.1 | false | degraded | IoT Street Lighting | city_utilities | 3 | 2.4 | 15 | 8.8 | 1 | 2023-08-16T04:52:30Z | 2024-05-06T09:02:51Z | mMTC | Recent outage triggered SLA violation; service restored. |
| adf8b3e2-7c9e-4b1d-9e2a-8e7c1d5f3b44 | active | 97.1 | true | isolated | Emergency Response | public_safety_agency | 32 | 31.3 | 600 | 588.2 | 0 | 2023-02-03T22:20:14Z | 2024-04-17T10:10:34Z | URLLC | Critical slice for emergency services; near full resource utilization. |
| 54e1c9b7-8d4c-4a1f-9e2c-3a7b5e1c8f22 | pending | 0 | true | shared | Test Slice for Reporting | test_tenant | 0 | 0 | 0 | 0 | 0 | 2024-05-03T09:00:00Z | blank | blank | QA reporting slice, scheduled for future activation. |
| d4c8f1e2-7b3a-4d9e-8e1c-9b6e5a1d3b66 | active | 70 | true | shared | Rural Connectivity | telecom_provider_alpha | 16 | 11.2 | 180 | 139.2 | 0 | 2021-05-17T19:03:00Z | 2024-03-15T17:38:50Z | eMBB | Rural broadband initiative; moderate usage. |
| eb7c1b8e-2a4c-4d9f-9e2b-3a8b7e1c9f77 | active | 82.2 | true | degraded | Industrial IoT Sensors | industrial_iot_group | 9 | 7.4 | 60 | 52.2 | 0 | 2023-05-25T03:40:22Z | 2024-05-02T14:23:12Z | mMTC | Factory sensors, heavy load during daytime shifts. |
| 7e8d1a9c-0c2a-4b1f-8e9d-9b6c2a7f8b99 | active | 92.5 | true | isolated | Financial Transaction Slice | finance_secure_cloud | 64 | 59.2 | 1500 | 1387.3 | 0 | 2022-01-15T23:10:42Z | 2024-02-21T11:24:07Z | eMBB | Secure slice for banking and transaction processing. |
| c8b7e1f2-7d4c-4b9e-8e2a-3a7b5c1d9b33 | active | 88.8 | true | shared | Connected Classroom | edu_cloud | 8 | 7.1 | 100 | 89.3 | 0 | 2023-03-03T08:35:14Z | 2024-04-19T09:16:21Z | eMBB | Remote learning, high bandwidth for live classes. |
| 8e1c9b6e-3a7b-4d9f-8e2c-9b6c2a7f1b44 | active | 82.5 | true | shared | Smart City Sensors | smart_city_group | 12 | 9.9 | 125 | 97.5 | 0 | 2022-10-02T20:44:02Z | 2024-02-03T18:27:13Z | mMTC | Environmental sensors, distributed through city infrastructure. |
| b2a7c9e6-1d4c-4b9e-8e1c-3a7b5e1f9c66 | active | 90.2 | false | degraded | Mobile Gaming URLLC | gaming_cloud | 18 | 16.3 | 200 | 186.1 | 3 | 2024-02-14T17:31:22Z | 2024-05-03T11:12:15Z | URLLC | SLA breaches during peak gaming events. |
What the 130 rows show
from the 130-row sampleActive (lifecycle state) stands out: mean resource_
- 85%sla_
compliance = true - 80.2median resource_
utilization_ percent - 3slice types
- 14median cpu_
reserved - 9.8median cpu_
allocated - 132.5median bandwidth_
reserved
Median 80.2, from 0.0 to 99.3.
- string 7
- integer 1
- float 5
- datetime 2
- boolean 1
Columns
16 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 7 columns | |||
slice_id | string | Unique identifier for the network slice (S-NSSAI)unique | e5a1baf1-7a59-4db3-9ba3-1… |
slice_name | string | Human-readable name for the network sliceup to 128 · optional | Corporate HQ eMBB Slice |
tenant_id | string | Identifier for the tenant or customer owning the sliceup to 64 | global_enterprise_01 |
isolation_status | string | Status of tenant isolation (e.g., 'isolated', 'shared', 'degraded')isolated · shared · degraded | isolated |
lifecycle_state | string | Current lifecycle state of the slice (e.g., 'active', 'inactive', 'pending', 'terminated')active · inactive · pending · terminated | active |
slice_type | string | Type of network slice (e.g., 'eMBB', 'URLLC', 'mMTC')eMBB · URLLC · mMTC · optional | eMBB |
notes | string | Additional notes or comments about the sliceup to 1,024 · optional | South agri zone, batch2. |
| Numbers 6 columns | |||
cpu_reserved | float | Amount of CPU reserved for the slice (in vCPU units)0 or more | 64 |
cpu_allocated | float | Amount of CPU currently allocated to the slice (in vCPU units)0 or more | 56.8 |
bandwidth_reserved | float | Amount of bandwidth reserved for the slice (in Mbps)0 or more | 1000 |
bandwidth_allocated | float | Amount of bandwidth currently allocated to the slice (in Mbps)0 or more | 925.7 |
sla_violation_count | integer | Number of SLA violations detected for this slice in the reporting period0 or more · optional | 0 |
resource_utilization_percent | float | Percentage of allocated resources currently in use (0-100%)0 to 100 · optional | 92.6 |
| Dates and times 2 columns | |||
creation_time | datetime | Timestamp when the slice was created | 2022-05-21T10:11:45Z |
last_modified_time | datetime | Timestamp when the slice was last modifiedoptional | 2024-03-04T16:08:22Z |
| True or false 1 column | |||
sla_compliance | boolean | Indicates if the slice is currently compliant with its SLA (Service Level Agreement) | true |
Use it for
A telecommunications dashboard
The sla_
compliance rate, resource_ utilization_ percent by lifecycle_ state and a breakdown of isolation_ status. Excel, Power BI or Tableau. Why do the 105 active rows have a mean resource_
utilization_ percent of 79.1? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Slices130e5a1baf1-7a59-4db3-9ba3-1a94c8e2a11192.6activec1fbe927-2f18-4d21-bb63-0c9b983e3a2270.5active4b7e6d3d-4a0b-4f9c-b2c9-3c6e7c1a6b4494.6active
A software demo
Believable slices with slice_
name, tenant_ id and cpu_ reserved to fill a screen in front of a buyer.
This dataset130 rows16 columns
Yours1,000 rows16 columnslifecycle_state: UK only
blueprint · network-slicing-resource-utilization-5g
Behind this dataset
Same schema. As many rows as you need.
These 130 rows came out of a blueprint — 16 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
Rules it was built with
- Slice identifier: S-NSSAI (SST: Slice/Service Type, SD: Slice Differentiator)
- Slice type: eMBB (enhanced Mobile Broadband), URLLC (Ultra-Reliable Low Latency), mMTC (massive Machine Type Communications)
- Reserved resources: RAN PRBs, core network CPU/memory, UPF throughput
- Allocated resources: actual usage vs. reserved capacity
- SLA parameters: latency target, throughput guarantee, availability
- SLA compliance percentage and violation events
- Slice tenant isolation: resource sharing policies, priority levels
- Slice lifecycle: creation, scaling, modification, termination timestamps
Open the blueprint in Data Factory
1 credit per row. Preview 20 rows free. Buy rows for the full run.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- network-slicing-resource-utilization-5g