23,002 research outputs found

    Confinement of Light in Disordered Photonic Lattices: A New Platform for Waveguidance

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    A right amount of disorder in the form of refractive index variation has been introduced to achieve transverse localization of light 1D semi-infinite photonic lattices. Presence of longitudinally-invariant transverse disorder opens-up a new waveguiding mechanism.Comment: 3 page

    Solitonic dispersive hydrodynamics: theory and observation

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    Ubiquitous nonlinear waves in dispersive media include localized solitons and extended hydrodynamic states such as dispersive shock waves. Despite their physical prominence and the development of thorough theoretical and experimental investigations of each separately, experiments and a unified theory of solitons and dispersive hydrodynamics are lacking. Here, a general soliton-mean field theory is introduced and used to describe the propagation of solitons in macroscopic hydrodynamic flows. Two universal adiabatic invariants of motion are identified that predict trapping or transmission of solitons by hydrodynamic states. The result of solitons incident upon smooth expansion waves or compressive, rapidly oscillating dispersive shock waves is the same, an effect termed hydrodynamic reciprocity. Experiments on viscous fluid conduits quantitatively confirm the soliton-mean field theory with broader implications for nonlinear optics, superfluids, geophysical fluids, and other dispersive hydrodynamic media.Comment: 8 pages, 5 figure

    An exact minimum variance filter for a class of discrete time systems with random parameter perturbations

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    An exact, closed-form minimum variance filter is designed for a class of discrete time uncertain systems which allows for both multiplicative and additive noise sources. The multiplicative noise model includes a popular class of models (Cox-Ingersoll-Ross type models) in econometrics. The parameters of the system under consideration which describe the state transition are assumed to be subject to stochastic uncertainties. The problem addressed is the design of a filter that minimizes the trace of the estimation error variance. Sensitivity of the new filter to the size of parameter uncertainty, in terms of the variance of parameter perturbations, is also considered. We refer to the new filter as the 'perturbed Kalman filter' (PKF) since it reduces to the traditional (or unperturbed) Kalman filter as the size of stochastic perturbation approaches zero. We also consider a related approximate filtering heuristic for univariate time series and we refer to filter based on this heuristic as approximate perturbed Kalman filter (APKF). We test the performance of our new filters on three simulated numerical examples and compare the results with unperturbed Kalman filter that ignores the uncertainty in the transition equation. Through numerical examples, PKF and APKF are shown to outperform the traditional (or unperturbed) Kalman filter in terms of the size of the estimation error when stochastic uncertainties are present, even when the size of stochastic uncertainty is inaccurately identified

    Predicting Intermediate Storage Performance for Workflow Applications

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    Configuring a storage system to better serve an application is a challenging task complicated by a multidimensional, discrete configuration space and the high cost of space exploration (e.g., by running the application with different storage configurations). To enable selecting the best configuration in a reasonable time, we design an end-to-end performance prediction mechanism that estimates the turn-around time of an application using storage system under a given configuration. This approach focuses on a generic object-based storage system design, supports exploring the impact of optimizations targeting workflow applications (e.g., various data placement schemes) in addition to other, more traditional, configuration knobs (e.g., stripe size or replication level), and models the system operation at data-chunk and control message level. This paper presents our experience to date with designing and using this prediction mechanism. We evaluate this mechanism using micro- as well as synthetic benchmarks mimicking real workflow applications, and a real application.. A preliminary evaluation shows that we are on a good track to meet our objectives: it can scale to model a workflow application run on an entire cluster while offering an over 200x speedup factor (normalized by resource) compared to running the actual application, and can achieve, in the limited number of scenarios we study, a prediction accuracy that enables identifying the best storage system configuration

    The Tunisian textile industry: local responses to internationalisation.

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    The continuing internationalisation of the textile industry has reduced the labour cost advantages of Tunisian clothing firms. These firms have a precarious position in the international value chain, often as subcontractors and only rarely contributing high value inputs. To remain viable in the hyper competition wrought by internationalisation, firms must cut costs further or adopt an entrepreneurial approach. We examined 103 small Tunisian textile firms to find how they have responded to international competitive pressures. Our conceptual framework is entrepreneurial orientation. Employing multiple correspondence analysis and typological analysis, we identify clusters of approaches. Our typology shows three distinctive types: innovators, potentially innovative, passive imitators and a further ambiguous group. Our results show that different small firms have responded in different ways to the threats and opportunities of globalisation. However, many Tunisian firms have improved their position in the international supply chain by innovation strategies, rather than simply focusing on cost reduction

    Innovation culture in small Tunisian ICT firms.

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    Purpose: The research aims to ask whether, in the absence of overarching innovative conditions, a small firm can have an innovative culture and what its scale and scope is. Design/methodology/approach: The study employs four exploratory case studies. This methodological choice is justified in that a case study approach allows the use of the existing literature without inhibiting the detection of any unique characteristics in the Tunisian context. This context of a developing economy is likely to be different from established economies. Findings: The study finds evidence of a learning environment within the firms and a good fit with the concepts of an innovative culture. Internal knowledge sharing is evident for all companies. However, this culture faces inwards, so that the paucity of linkages and weak socialisation combines with institutional thinness to isolate the firms. Local competitive advantages are not amplified but rather are dampened by the relative absence of interaction. Research limitations/implications: Most research about innovation in the ICT sector is conducted in the context of developed countries. This paper shows the specificities and uniqueness of innovation culture in the context of a developing country. Practical implications: The findings imply that despite recent improvements, Tunisia lacks many of the regional "institutions" that produce the synergic benefits of an innovative milieu. Originality/value: The context of a developing country is novel. The value of the findings may, however, be extended to other similar countries. This is important given the role of ICT in 'catching up'
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