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A Multidimensional Robust Greedy Algorithm for Resource Path Finding in Large-Scale Distributed Networks
"... This paper proposes a robust greedy algorithm and four of its variants for the resource path finding problem in distributed networks. In contrast to the existing solutions that rely on a single minimum cost path for each request, the proposed algorithm makes use of finding “robust ” paths for each r ..."
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This paper proposes a robust greedy algorithm and four of its variants for the resource path finding problem in distributed networks. In contrast to the existing solutions that rely on a single minimum cost path for each request, the proposed algorithm makes use of finding “robust ” paths for each request within the network. We give a mathematical definition of robustness for the resource path finding problem in distributed networks. The four proposed variants are then compared with each other and with a traditional “non-robust” path finding algorithm. The simulation results show interesting improvement in solution quality when robustness is incorporated into the path finding algorithm for distributed networks. 1.
Distrib Parallel Databases DOI 10.1007/s10619-015-7173-2 Performance analysis of data intensive cloud systems based on data management and replication: a survey
"... Abstract As we delve deeper into the ‘Digital Age’, we witness an explosive growth in the volume, velocity, and variety of the data available on the Internet. For example, in 2012 about 2.5 quintillion bytes of data was created on a daily basis that originated from myriad of sources and applications ..."
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Abstract As we delve deeper into the ‘Digital Age’, we witness an explosive growth in the volume, velocity, and variety of the data available on the Internet. For example, in 2012 about 2.5 quintillion bytes of data was created on a daily basis that originated from myriad of sources and applications including mobiledevices, sensors, individual S.U.R. Malik (B) · S. A. Madani