Title :
Increasing network resiliency by optimally assigning diverse variants to routing nodes
Author :
Newell, Andrew ; Obenshain, Daniel ; Tantillo, Thomas ; Nita-Rotaru, Cristina ; Amir, Yair
Author_Institution :
Dept. of Comput. Sci., Purdue Univ., West Lafayette, IN, USA
Abstract :
Networks with homogeneous routing nodes are constantly at risk as any vulnerability found against a node could be used to compromise all nodes. Introducing diversity among nodes can be used to address this problem. With few variants, the choice of assignment of variants to nodes is critical to the overall network resiliency. We present the Diversity Assignment Problem (DAP), the assignment of variants to nodes in a network, and we show how to compute the optimal solution in medium-size networks. We also present a greedy approximation to DAP that scales well to large networks. Our solution shows that a high level of overall network resiliency can be obtained even from variants that are weak on their own. For real-world systems that grow incrementally over time, we provide an online version of our solution. Lastly, we provide a variation of our solution that is tunable for specific applications (e.g., BFT).
Keywords :
computer network reliability; greedy algorithms; network theory (graphs); optimisation; telecommunication network routing; DAP; diversity assignment problem; greedy approximation; homogeneous routing nodes; medium-size networks; network resiliency; node diversity; optimal solution; optimally diverse variant assignment; vulnerability; Approximation methods; Cloud computing; Context; Network topology; Operating systems; Routing; Topology;
Conference_Titel :
Dependable Systems and Networks (DSN), 2013 43rd Annual IEEE/IFIP International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4673-6471-3
DOI :
10.1109/DSN.2013.6575305