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slicenet-optimizer-config
alirezaaminzadeh/slicenet-optimizer-config
slicenet-optimizer-config is a machine learning model from alirezaaminzadeh. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for slicenet. The card lists the license as apache-2.0.
Configuration artifact for the SliceNet Edge Computing and Network Slicing Optimizer — solver policies, algorithms, subproblems, and KPI definitions.
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At a glance
- Library
- slicenet
- License
- apache-2.0
- Access
- Public
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026
- SHA
- cf4e81d7
Model card
From the Hugging Face model README
SliceNet Optimizer Configuration
Configuration artifact for the SliceNet Edge Computing and Network Slicing Optimizer — solver policies, algorithms, subproblems, and KPI definitions.
Policies
| Policy | Objective |
|---|---|
min_cloud_cost | Minimize cloud/regional compute and transfer cost |
min_latency | Minimize end-to-end latency and SLA violations |
min_energy | Minimize energy consumption and carbon emissions |
Algorithms
- First Fit Decreasing — greedy multi-dimensional bin packing
- Best Fit — cost-aware placement scoring
- Min-Cost Flow — NetworkX maximum-flow slice routing
- Local Search — iterative placement refinement
- MILP (CP-SAT) — OR-Tools mixed-integer placement
- Primal-Dual Online — online allocation with dual prices
Subproblems
Facility location, virtual network embedding, service function chaining, multi-commodity flow, bin packing, replica placement, autoscaling, failure recovery.
Related
- Space: edge-network-slicing-optimizer
- Dataset: slicenet-edge-slicing-scenarios
License
Apache 2.0
- Library
- slicenet
- License
- apache-2.0
- Languages
- en
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026