Geometric Routing With Word-Metric Spaces

As a potential solution to the compact routing problem, geometric routing has been proven to be both simple and heuristically effective. These routing schemes assign some (virtual) coordinates in a metric space to each network vertex through the process called embedding. By forwarding packets to the closest neighbor to the destination, they ensure a completely local process with the routing table bounded in size by the maximum vertex degree. In this letter, we present an embedding of any finite connected graph into a metric space generated by algebraic groups, and we prove that it is greedy (guaranteed packet delivery). Then, we present a specialized compact routing scheme relying on this embedding for scale-free graphs. Evaluation through simulation on several Internet topologies shows that the resulting stretch remains below the theoretical upper bounds.

[1]  Raghavan Dhandapani,et al.  Greedy Drawings of Triangulations , 2008, SODA '08.

[2]  Yan Zhang,et al.  Geometric ad-hoc routing: of theory and practice , 2003, PODC '03.

[3]  Béla Bollobás,et al.  The Diameter of a Scale-Free Random Graph , 2004, Comb..

[4]  Robert D. Kleinberg Geographic Routing Using Hyperbolic Space , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[5]  Mark Crovella,et al.  Hyperbolic Embedding and Routing for Dynamic Graphs , 2009, IEEE INFOCOM 2009.

[6]  Mikkel Thorup,et al.  Compact routing schemes , 2001, SPAA '01.

[7]  David Eppstein,et al.  Succinct Greedy Geometric Routing Using Hyperbolic Geometry , 2011, IEEE Transactions on Computers.

[8]  Roger Wattenhofer,et al.  Greedy Routing with Bounded Stretch , 2009, IEEE INFOCOM 2009.

[9]  Christos H. Papadimitriou,et al.  On a conjecture related to geometric routing , 2004, Theor. Comput. Sci..

[10]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[11]  Arthur Brady,et al.  On compact routing for the internet , 2007, CCRV.

[12]  Charles C. Sims,et al.  Computation with finitely presented groups , 1994, Encyclopedia of mathematics and its applications.

[13]  Ajoy Kumar Datta,et al.  Space efficient and time optimal distributed BFS tree construction , 2008, Inf. Process. Lett..