Network Global Expectation Model of Routing and Grooming in Multi-Layer Service Transport

  • Atkinson G.
  • Korotky S.
  • Simsarian J.

We present an analytical model to estimate the expected minimum numbers of network elements required to support traffic demands in a multi-layer service transport network for the case where grooming of demands into channels is permitted at all nodes. This new formulation expands upon earlier models and makes use of global expectation values, the concept of maximum entropy, analytical and semi-empirical models of the mean number of hops, and statistical considerations to estimate the resource requirements as a function of the total traffic, grooming objectives, and constraints of interest. We find that the solution provided by a routing and grooming algorithm can be described by three key variables when the cost metric is the number of transponders. Two of these variables characterize the topology and number of the routes over which the traffic is routed, and the third characterizes the efficacy of grooming the traffic into channels over the routes. Two minor variables capture the details of the number of routes and channels of the solution when the amount of traffic and number of nodes are small. The model is applied to analyze the dimensioning of optical ring and mesh networks transporting quasi-static, uniform and random traffic with electronic grooming and optical bypass. The analytical results are compared to special cases considered by earlier analytical models and used to understand a broad range of results obtained by numerical optimization for several routing and grooming algorithms.

Recent Publications

August 09, 2017

A Cloud Native Approach to 5G Network Slicing

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5G networks will have to support a set of very diverse and often extreme requirements. Network slicing offers an effective way to unlock the full potential of 5G networks and meet those requirements on a shared network infrastructure. This paper presents a cloud native approach to network slicing. The cloud ...

August 01, 2017

Modeling and simulation of RSOA with a dual-electrode configuration

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Based on the physical model of a bulk reflective semiconductor optical amplifier (RSOA) used as a modulator in radio over fiber (RoF) links, the distributions of carrier density, signal photon density, and amplified spontaneous emission photon density are demonstrated. One of limits in the use of RSOA is the lower ...

July 12, 2017

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How to preserve users' privacy while supporting high-utility analytics for low-latency stream processing? To answer this question: we describe the design, implementation and evaluation of PRIVAPPROX, a data analytics system for privacy-preserving stream processing. PRIVAPPROX provides three properties: (i) Privacy: zero-knowledge privacy (ezk) guarantees for users, a privacy bound tighter ...