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Featured researches published by Limin Tang.


modeling, analysis, and simulation on computer and telecommunication systems | 2009

Finding a simple path with multiple must-include nodes

Hars Vardhan; Shreejith Billenahalli; Wanjun Huang; Miguel Razo; Arularasi Sivasankaran; Limin Tang; Paolo Monti; Marco Tacca; Andrea Fumagalli

This paper presents an algorithm to find a simple path in the given network with multiple must-include nodes in the path. The problem of finding a path with must-include node(s) can be easily found in some special cases. However, in general, including multiple nodes in the simple path has been shown to be NP-Complete. This problem may arise in network areas such as forcing the route to go through particular nodes, which have wavelength converter (optical), have monitoring provision (telecom), have gateway functions (in OSPF) or are base stations (in MANET). In this paper, a heuristic algorithm is described that follows divide and conquer approach, by dividing the problem in two subproblems. It is shown that the algorithm does not grow exponentially in this application and initial re-ordering of the given sequence of must-include nodes can improve the result. The experimental results demonstrate that the algorithm successfully computes near optimal path in reasonable time.


international conference on transparent optical networks | 2010

Routing and wavelength assignment computed jointly for a given set of multicast trees reduces the total wavelength conversion

Wanjun Huang; Limin Tang; Miguel Razo; Arularasi Sivasankaran; Marco Tacca; Andrea Fumagalli

A significant drawback when establishing multicast optical trees (light-tree) using lambda channels in wavelength division multiplexing (WDM) network is the potentially large amount of wavelength converters (WCs), which are required when the wavelength continuity constraint cannot be satisfied across each light-tree. Prior works address this challenge by solving the routing and wavelength assignment (RWA) problem for each individual light-tree sequentially, to locally minimize the number of WCs required by each light-tree. In this paper, the authors intend to solve the RWA problem for a group of light-trees with the objective of globally minimizing the number of WCs that are required to support the entire group of multicast requests. The rationale for using the proposed RWA solution is that a joint solution of the RWA problem across the whole set of requested multicast trees may significantly reduce the number of WCs overall.


high performance switching and routing | 2011

Multicast tree computation in networks with multicast incapable nodes

Limin Tang; Wanjun Huang; Miguel Razo; Arularasi Sivasankaran; Marco Tacca; Andrea Fumagalli

Multicast transmission offers a bandwidth efficient solution for delivering media content to multiple destinations over the Internet. However, in many existing networks, some (if not all) nodes do not support multicast, i.e., they cannot create multiple outgoing flows with one incoming data flow. In this paper, the authors propose an algorithm for multicast tree computation in networks with multicast incapable nodes. Paths that originate at the source and traversing all destinations are computed first; if such paths cannot be found, destinations are partitioned into subsets and traverse paths are computed over each subset, which is executed recursively until feasible trees can be built based on traverse paths found or no further partition is possible. Two procedures for traverse path computation are presented and their respective advantages are discussed, in terms of both complexity and solution optimality. The algorithm is also shown to be very effective in finding multicast trees even if only a few multicast capable nodes exist in the network.


computer aided modeling and design of communication links and networks | 2009

The PlaNet-PTN Module: a Single Layer Design Tool for Packet Transport Network

Miguel Razo; Arie Litovsky; Wanjun Huang; Arularasi Sivasankaran; Limin Tang; Hars Vardhan; Paolo Monti; Marco Tacca; Andrea Fumagalli

PlaNet is a multilayer network planning tool developed at the University of Texas at Dallas. This paper illustrates some of the features of PlaNet-PTN, one of the modules available in the PlaNet tool. PlaNet-PTN can be used to design and plan a single layer packet transport network (PTN). Quality of protection, routing constraints, minimization of the network equipment cost, and user’s desired run time of the tool are just some examples of the features available in PlaNet. As shown in the paper, the PlaNet-PTN planning module is able to provide, among others, optimization of Label Switched Path (LSP) routes, link capacity placement, node and link equipment configuration.


international conference on transparent optical networks | 2009

The PlaNet-OTN module: A double layer design tool for optical transport networks

Limin Tang; Shreejith Billenahalli; Wanjun Huang; Miguel Razo; Arularasi Sivasankaran; Hars Vardhan; Paolo Monti; Marco Tacca; Andrea Fumagalli

PlaNet is a multilayer network planning tool designed and developed at the University of Texas at Dallas. This paper illustrates some of the features of PlaNet-OTN, one of the modules available in the PlaNet tool. PlaNet-OTN can be used to design and plan an optical transport network (OTN), which is comprised of two layers: wavelength division multiplexing (WDM) layer, which deals with wavelength allocation and routing of WDM services, and optical transport network (OTN) layer, which deals with optical data unit (ODU) equipment provisioning and routing of ODU services. Features of the PlaNet-OTN module include: multiple protection schemes and routing constraints for both WDM and ODU services, network equipment cost minimization, load balancing of traffic, and user-controlled run time of the optimization process. As shown in this paper, the PlaNet-WDM and OTN layers and optimizing equipment usage, hence reducing the cost of the whole network.


international symposium on computers and communications | 2010

Coupling wavelength assignment in bidirectional lightpath: Is it worth the extra cost?

Arularasi Sivasankaran; Miguel Razo; Shreejith Billenahalli; Wanjun Huang; Limin Tang; Marco Tacca; Andrea Fumagalli

The introduction of end-to-end (multi hop) optical circuits (lightpaths) is often seen as the natural extension of a point-to-point (single hop) wavelength division multiplexing (WDM) transmission system, spanning across optical cross-connect nodes. Conventionally, a bidirectional lightpath (whether single or multi hop) comprises two lambda channels in fibers with opposite directions of signal propagation, which are assigned the same wavelength. This constraint is referred to as identical wavelength in bidirectional lightpath (IWBL). While IWBL is a natural and historical choice in point-to-point system, the authors are going to demonstrate that IWBL may unnecessarily increase the number of wavelength converters (WCs), which are required to establish lightpaths in the WDM network when the wavelength continuity constraint cannot be met. In the study, the IWBL constraint is relaxed, thus allowing the assignment of two distinct wavelengths to the same lightpath, one for each direction. A wavelength assignment (WA) algorithm is designed to both take advantage of the IWBL constraint relaxation and minimize the required number of WCs to establish a given set of lightpaths. The algorithm is then applied to a number of network topologies. The outcome is quite surprising, in that the amount of WC reduction obtained by relaxation of the IWBL constraint may be significant under certain conditions.


high performance switching and routing | 2010

Computing alternate multicast trees with maximum latency guarantee

Limin Tang; Wanjun Huang; Miguel Razo; Arularasi Sivasankaran; Paolo Monti; Marco Tacca; Andrea Fumagalli

The growing demand for online media content delivery and multi-player gaming is expected to increase the amount of multicast service requests in both public and private networks. Careful traffic engineering of multicast service requests is becoming increasingly essential, as establishing the lowest cost tree, e.g., shortest path tree, in the network for every individual multicast request does not always ensure a global optimization.


international conference on transparent optical networks | 2011

A recursive algorithm to reduce the number of wavelength converters in support of multiple light-trees

Wanjun Huang; Limin Tang; Miguel Razo; Arularasi Sivasankaran; Marco Tacca; Andrea Fumagalli

Summary form only given. Media content delivery and more in general Cloud related data traffic can highly benefit from the availability of multicast connections in the optical transport network. One specific case is represented by optical multicast trees (light-trees), which are established in the wavelength division multiplexing (WDM) layer. With a light-tree, the optical signal from the root of the multicast session is propagated and split optically till the multicast leaves are all reached. To avoid blocking due to already reserved (unavailable) wavelengths, the creation of a light-tree may require a change of the signal wavelength which is assigned to some of the tree links, in which case wavelength converters (WCs) are required for the light-tree to be created. WCs are pricy and consume energy, thus a wisely designed network must minimize the required number of WCs.


international conference on communications | 2012

Decoupling wavelength assignments in dedicated protection switching bidirectional lightpath

Arularasi Sivasankaran; Miguel Razo; Wanjun Huang; Limin Tang; Marco Tacca; Andrea Fumagalli

In a recent study about Wavelength Division Multiplexing (WDM) networks, the authors showed that by decoupling the wavelength assigned to the outward circuit from the wavelength assigned to the inward circuit of the same bidirectional unprotected lightpath, it is possible to reduce the total required number of Wavelength Converters (WCs) when compared to the conventional Wavelength Assignment (WA) solution, in which both outward and inward circuits are assigned the same wavelength [1]. The goal of this paper is to generalize the study in [1] to account for dedicated path protection switching mechanisms applied to bidirectional lightpaths. In doing so, a second factor must be accounted for in the study, i.e., the wavelength assigned to the working circuit may be decoupled from the wavelength assigned to the protection circuit. As a result, four design options are possible by either enforcing or relaxing each of the following two constraints: 1) lightpaths are (are not) required to be assigned the same wavelength for the inward and outward circuit; 2) lightpaths are (are not) required to be assigned the same wavelength for the working and protection circuit. The four design options are compared in terms of their required average number of WCs in the network, revealing that the WC usage may differ significantly depending on the design used.


international conference on communications | 2010

Limiting Wavelength Converter Usage in Resilient WDM Networks

Miguel Razo; Shreejith Billenahalli; Wanjun Huang; Arularasi Sivasankaran; Limin Tang; Hars Vardhan; Paolo Monti; Marco Tacca; Andrea Fumagalli

A careful wavelength assignment (WA) to lambda services must be performed to reduce the total number of wavelength converters (WCs) that are required when the wavelength continuity constraint cannot be met in wavelength division multiplexing (WDM) networks. With the successful introduction of reconfigurable optical add-drop multiplexers (ROADMs), WDM networks are now growing in size, both in the number of optical nodes and the number of wavelengths supported. Fast and memory efficient WA algorithms are required to design cost effective large WDM networks. This paper presents a scalable and efficient WA heuristic algorithm aimed at reducing the total number of WCs that are required in (large) WDM networks bearing static lambda services. The WA algorithm is applied to both unprotected and (dedicated) protected lambda services. In the latter case, the wavelength continuity constraint between the working and protection path of a lambda service is taken into consideration when non-tunable optical transceivers are employed.

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Andrea Fumagalli

University of Texas at Dallas

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Marco Tacca

University of Texas at Dallas

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Miguel Razo

University of Texas at Dallas

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Wanjun Huang

University of Texas at Dallas

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Paolo Monti

Royal Institute of Technology

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Hars Vardhan

University of Texas at Dallas

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Arie Litovsky

University of Texas at Dallas

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