Method and system of managing and/or monitoring distributed computing based on geometric constraints

摘要

A method for managing distributed computing. The method comprises estimating, for each of a plurality of local computing nodes, a distribution of multidimensional values in a space. Each multidimensional value is calculated according to a plurality of locally monitored parameters. The method further includes calculating safe zones in the space where each safe zone is defined according to a respective estimated distribution under a global geometric constraint in the space and setting local geometric constraints for the local computing nodes according to the respective safe zones. Each local geometric constraint is defined such that a detection of at least one monitored multidimensional value violating it by a respective local computing node induces a communication event between the respective local computing node and one or more central computing nodes.

主权项

1. A method for managing distributed computing, comprising:
calculating a plurality of sets of multidimensional values in a space, each said set of multidimensional values is calculated based on a plurality of locally monitored parameters monitored by one of a plurality of local computing nodes; providing a global geometric constraint defining boundaries in a space; estimating for each one of said plurality of local computing nodes one of a plurality of probabilistic distributions based on a respective of set of multidimensional values from said plurality of sets of multidimensional values; calculating for each one of said plurality of local computing nodes one of a plurality of safe zones in said space, each said safe zone being defined according to said plurality of probabilistic distributions under said global geometric constraint; and wherein a violation is detected by a first of said plurality of local computing nodes when at least one current multidimensional value calculated according to parameters locally monitored by said first local computing node crosses a respective safe zone from said plurality of safe zones; wherein said detection induces a communication event between said detecting local computing node and at least one central computing node.