Quickest path distances on context-free labeled graphs

  • Authors:
  • Phillip G. Bradford

  • Affiliations:
  • The University of Alabama, Department of Computer Science, Tuscaloosa, AL

  • Venue:
  • ISP'07 Proceedings of the 6th WSEAS international conference on Information security and privacy
  • Year:
  • 2007

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Abstract

Given σ units of data and a digraph G = (V,E) whose edges have delays, bandwidth constraints, and are labeled by terminals from a CFG (context-free grammar) G. A path p adheres to G's path constraints iff the concatenation of all terminals along p forms a word of the language generated by G. The all-pairs quickest CFG labeled-path distance problem is: for all pairs of vertices, find the minimum path-cost to send σ data units accounting for edge delays while adhering to labeled path and bandwidth constraints. This paper iteratively applies dynamic programming-based labeled path algorithms to CFG-labeled bandwidth-stratified induced subgraphs of an input graph. More precisely, we use Rosen, Sun and Xue's quickest-path algorithm [14] as a framework giving bandwidth-stratified induced subgraphs. This approach is far more efficient than naively applying dynamic programming-based labeled path algorithms to bandwidth-augmented CFG-labeled graphs from algorithms such as Chen and Chin's [4]. Although, bandwidth-augmented graph algorithms, like Chen and Chin's, have merit for other applications of dynamic programming.