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Least squares polynomial chaos expansion: A review of sampling strategies
As non-intrusive polynomial chaos expansion (PCE) techniques have gained growing
popularity among researchers, we here provide a comprehensive review of major sampling …
popularity among researchers, we here provide a comprehensive review of major sampling …
Sparse polynomial chaos expansions via compressed sensing and D-optimal design
In the field of uncertainty quantification, sparse polynomial chaos (PC) expansions are
commonly used by researchers for a variety of purposes, such as surrogate modeling. Ideas …
commonly used by researchers for a variety of purposes, such as surrogate modeling. Ideas …
Toward {Nearly-Zero-Error} sketching via compressive sensing
Sketch algorithms have been extensively studied in the area of network measurement, given
their limited resource usage and theoretically bounded errors. However, error bounds …
their limited resource usage and theoretically bounded errors. However, error bounds …
Lightpath establishment assisted by offline QoT estimation in transparent optical networks
N Sambo, Y Pointurier, F Cugini… - Journal of Optical …, 2010 - opg.optica.org
We propose lightpath establishment techniques for transparent optical networks, valid for
both centralized path computation (ie, performed by a path computation element—PCE) and …
both centralized path computation (ie, performed by a path computation element—PCE) and …
Optimal monitor assignment for preferential link tomography in communication networks
Inferring fine-grained link metrics by using aggregated path measurements, known as
network tomography, is an effective and efficient way to facilitate various network operations …
network tomography, is an effective and efficient way to facilitate various network operations …
PAINT: path aware iterative network tomography for link metric inference
Understanding link-level performance is key to assuring the quality of cloud-based and OTT
services, optimal path selection, robust network operations and beyond. However, direct …
services, optimal path selection, robust network operations and beyond. However, direct …
Hybrid software-defined network monitoring
AAG Abushagur, TS Chin, R Kaspin, N Omar… - Internet and Distributed …, 2019 - Springer
Software defined networking (SDN) with OpenFlow-enabled switches operate alongside
traditional switches has become a matter of fact in ISP network paradigms which are known …
traditional switches has become a matter of fact in ISP network paradigms which are known …
Scalpel: Scalable preferential link tomography based on graph trimming
Inferring per-link metrics through aggregated path measurements, known as network
tomography, is an effective way to facilitate various network operations, such as network …
tomography, is an effective way to facilitate various network operations, such as network …
Network temperature: A novel statistical index for networks measurement and management
C Wang, X Li, E Bertino - ACM Transactions on Internet Technology …, 2022 - dl.acm.org
Being able to monitor each packet path is critical for effective measurement and
management of networks. However, such detailed monitoring can be very expensive …
management of networks. However, such detailed monitoring can be very expensive …
Cross-layer monitoring in transparent optical networks
Y Pointurier, M Coates, M Rabbat - Journal of Optical …, 2011 - opg.optica.org
In transparent optical networks, signals propagate over all-optical lightpaths. The absence of
regenerating devices that act in the electrical domain renders end-to-end monitoring difficult …
regenerating devices that act in the electrical domain renders end-to-end monitoring difficult …