In cloud environments, labels are often defined by cloud architects to categorise and describe their resources, such as virtual machines, storage and network components. These labels play a crucial role in organising, managing and tracking resources, making it easier to identify and analyse them. However, these labels are often inconsistent, abbreviated, or misspelled, leading to potential mismanagement of cloud resources. In this demonstration, we present LabelIT Kubernetes-based tool designed to standardize resource labels for improved cloud resource management. The label unification tool system is built using NLP (Natural Language Processing) based analysis methods that combine syntactic and semantic similarity processing for accurate unification.

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LabelIT: A Multi-cloud Resource Label Unification Tool

  • Jeremy Mechouche,
  • Marwa Mokni,
  • Yann Ramusat

摘要

In cloud environments, labels are often defined by cloud architects to categorise and describe their resources, such as virtual machines, storage and network components. These labels play a crucial role in organising, managing and tracking resources, making it easier to identify and analyse them. However, these labels are often inconsistent, abbreviated, or misspelled, leading to potential mismanagement of cloud resources. In this demonstration, we present LabelIT Kubernetes-based tool designed to standardize resource labels for improved cloud resource management. The label unification tool system is built using NLP (Natural Language Processing) based analysis methods that combine syntactic and semantic similarity processing for accurate unification.