Visualizing the similarity of resources in a distributed execution environment

摘要

A distributed execution environment includes various resources, such as instances of computing resources, hardware resources, and software resources. Values for attributes of the resources are collected. The collected attribute values for the resources are utilized to compute minhash values for the resources that describe the similarity between the resources. The computed minhash values are then utilized to generate a resource similarity visualization that provides a visual indication of the similarity between the resources.

主权项

1. A computer-implemented method for visualizing the similarity of resources in a distributed execution environment, comprising:
collecting, using one or more computing systems, attribute values for the resources in the distributed execution environment; computing, using one or more computing systems, a first minhash value for the resources utilizing a first set of the attribute values, the first minhash value describing the similarity of the first set of the attributes for the resources; computing, one or more computing systems, a second minhash value for the resources utilizing a second set of the attribute values, the second minhash value describing the similarity of the second set of the attributes for the resources; and utilizing the first minhash value and the second minhash value to generate, using one or more computing systems, a resource similarity visualization for the resources, the resource similarity visualization comprising a two dimensional graph having a first axis corresponding to the first minhash values and a second axis corresponding to the second minhash values.