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Model-based cross-layer monitoring and adaptation of multilayer systems

Hui Song, Amit Raj, Saeed Hajebi, Aidan Clarke, Siobhán Clarke
2013 Science China Information Sciences  
This paper presents a model-based approach towards cross-layer monitoring and adaptation of multilayer systems.  ...  Monitoring and adaptation of such multilayer systems are challenging, because the mismatches and adaptations are interrelated across the layers.  ...  Conclusion This paper presents a model-based approach to the cross-layer system monitoring and adaptation.  ... 
doi:10.1007/s11432-013-4915-5 fatcat:fddbrsplhnbgjcim6pdygv26jy

A formalized, taxonomy-driven approach to cross-layer application adaptation

Razvan Popescu, Athanasios Staikopoulos, Antonio Brogi, Peng Liu, Siobhán Clarke
2012 ACM Transactions on Autonomous and Adaptive Systems  
., and Clarke, S. 2012. A formalized, taxonomy-driven approach to cross-layer application adaptation.  ...  This class of application will have a multilayer architecture, where each layer is likely to use languages and technologies appropriate to its own concerns.  ...  The authors provide a set of requirements for cross-layer monitoring and adaptation frameworks of service-based applications and illustrate a uniform conceptual model underlying such frameworks.  ... 
doi:10.1145/2168260.2168267 fatcat:jclrzn5n65g2fhscyw7aljjxy4

Towards Cross-Layer Monitoring of Multi-Cloud Service-Based Applications [chapter]

Chrysostomos Zeginis, Kyriakos Kritikos, Panagiotis Garefalakis, Konstantina Konsolaki, Kostas Magoutis, Dimitris Plexousakis
2013 Lecture Notes in Computer Science  
Monitoring the performance and functionality of SBAs deployed on multiple Cloud providers (in what is also known as Multi-Cloud setups) and adapting them to variations/events produced by several layers  ...  This paper proposes a monitoring framework for Multi-Cloud SBAs with two main objectives: (a) perform cross-layer (Cloud and SOA) monitoring enabling concerted adaptation actions; (b) address new challenges  ...  We thankfully acknowledge the support of the PaaSage (FP7-317715) EU project.  ... 
doi:10.1007/978-3-642-40651-5_16 fatcat:3wvofz2iybad5hxdynqvadukxm

GMPLS-based photonic multilayer router (Hikari router) architecture: an overview of traffic engineering and signaling technology

K. Sato, N. Yamanaka, Y. Takigawa, M. Koga, S. Okamoto, K. Shiomoto, E. Oki, W. Imajuku
2002 IEEE Communications Magazine  
Multilayer traffic engineering, which yields the dynamic cooperation of IP and photonic layers, is described to provide IP services cost effectively.  ...  A new extended signaling and traffic engineering method for the GMPLS-based photonic and electrical multilayer router (Hikari router) is proposed.  ...  Structure of Hikari router with multilayer traffic engineering based on IP traffic monitoring.  ... 
doi:10.1109/35.989764 fatcat:gi3tmy3d7rcu7admem3kmtfb2a

Wireless Smart Sensor Networks, System, Trends, and the Applications in Engineering

Tinggui Chen, Gongfa Li, Jianjun Yang, Honghai Liu
2016 Journal of Sensors  
Coprocessing of the network layer and the Media Access Control (MAC) layer is achieved by using the cross-layer design method accessing the status cross-layer of the nodes in the network layer and obtaining  ...  In the paper titled "A Cross-layer Wireless Sensor Network Energy-Efficient Communication Protocol for Real-Time Monitoring of the Long-Distance Electric Transmission Lines," J. Yu and X.  ...  We hope this special issue offers a comprehensive and timely view of the area of Wireless Smart Sensor Networks, system, trends, and the applications in engineering and hope it will offer stimulation for  ... 
doi:10.1155/2016/1526153 fatcat:f4w3waw6gfhyle53mi3rwh2odq

A Cross-Layer Monitoring Solution Based On Quality Models

Damianos Metallidis, Chrysostomos Zeginis, Kyriakos Kritikos, Dimitris Plexousakis
2017 Zenodo  
Our evaluation is based on the performance and accuracy aspects of the proposed cross-layer monitoring system.  ...  To support these models we have implemented a cross-layer monitoring system, whose main advantages are the layer-specific metric aggregators and an event pattern discoverer for processing the monitoring  ...  Cross-layer monitoring of Service-Based Applications (SBAs) is the continuous and closed loop procedure of measuring, monitoring, reporting, and improving the Quality of Service (QoS) of systems and applications  ... 
doi:10.5281/zenodo.1001158 fatcat:pt2olxesfne6rhmpgnbsmrmor4

Prediction of load on the cutting tools in tunnel boring machines

2020 Acta Montanistica Slovaca  
A neural network with a multilayer perceptron structure was used as a prediction tool. The concept of this network type is based on the arrangement of neurons in successive layers.  ...  The effective monitoring of the operation of multi-tool cutterhead knives and their replacement time depend on correct identification of the type and condition of the excavating tool cutting insert.  ...  The use of multilayer perceptron-based models, and especially non-linear models, therefore significantly increases the modelling possibilities.  ... 
doi:10.46544/ams.v25i4.01 fatcat:7ogwvvapxfbkvftwwq6sjhurse

Multi-layered Monitoring and Adaptation [chapter]

Sam Guinea, Gabor Kecskemeti, Annapaola Marconi, Branimir Wetzstein
2011 Lecture Notes in Computer Science  
In this paper we propose a framework that integrates layer specific monitoring and adaptation techniques, and enables multi-layered control loops in service-based systems.  ...  Service-based applications have become more and more multilayered in nature, as we tend to build software as a service on top of infrastructure as a service.  ...  The Integrated Monitoring and Adaptation Framework We propose an integrated framework that allows for the installation of multilayered control loops in service-based systems.  ... 
doi:10.1007/978-3-642-25535-9_24 fatcat:3joeo34nqbhgholjqtqpfmd7la

Multilayer perceptron modeling for UASB Reactor treating tannery effluent

Parthiban R
2012 International Journal of Environmental Sciences  
It is proven that multilayer perceptron modeling has great adaptability to the variations of system configuration and operation condition.  ...  In this paper, the use of multilayer perceptron neural network for modeling is investigated for a bench scale system of up-flow anaerobic sludge blanket (UASB) reactor.  ...  Tay and Zhang (1999) integrated fuzzy systems and neural networks in modeling the complex process of anaerobic biological treatment of wastewater.  ... 
doi:10.6088/ijes.00202030035 fatcat:h3777jkmovflvdkcymb7ojntny

A multiplex network approach for the analysis of intracranial pressure and heart rate data in traumatic brain injured patients

Giovanna Maria Dimitri, Shruti Agrawal, Adam Young, Joseph Donnelly, Xiuyun Liu, Peter Smielewski, Peter Hutchinson, Marek Czosnyka, Pietro Lió, Christina Haubrich
2017 Applied Network Science  
We used a complex network approach based on visibility graphs (Lacasa et al., Sci Rep 5:15508-15508, 2014) to model and study the behaviour of our system and to investigate how and if network topological  ...  In particular our goal has been to analyse events of simultaneous increase by HR and ICP (i.e. cross-talks), modelling the two time series as a unique multiplex network system (Lacasa et al., Sci Rep 5  ...  Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Received: 13 March 2017 Accepted: 9 August 2017  ... 
doi:10.1007/s41109-017-0050-3 pmid:30443583 pmcid:PMC6214250 fatcat:kzzuunoafze5faqfampduepzny

The State of the Art in Multi‐Layer Network Visualization

F. McGee, M. Ghoniem, G. Melançon, B. Otjacques, B. Pinaud
2019 Computer graphics forum (Print)  
Recently, the concept of a multilayer network model has emerged from the field of complex systems. This model can be applied to a wide range of real-world data sets.  ...  Modelling relationship between entities in real-world systems with a simple graph is a standard approach. However, reality is better embraced as several interdependent subsystems (or layers).  ...  Acknowledgements This work was (partially) funded by the French ANR grant BLIZAAR ANR-15-CE23-0002-01 and the Luxembourgish FNR grant BLIZAAR INTER/ANR/14/9909176.  ... 
doi:10.1111/cgf.13610 fatcat:pdbyrre7qfeyjgv6f6p47ppqfy

Data-driven simulations of flank wear of coated cutting tools in hard turning

Ahmet Cakan, Fatih Evrendilek, Vedat Ozkaner
2016 Mechanics  
Acknowledgement This work was funded by the Scientific Research Projects Unit (BAP 809.03.279) of Abant Izzet Baysal University.  ...  Development of real-time monitoring systems and continuous predictive models for temporal tool wear dynamics can improve cost effectiveness and productivity of finish hard turning for the manufacturing  ...  Conclusions An online real-time monitoring system was used for the acquisition of experimental data of flank wear on the multilayer-coated carbide inserts due to finish dry hard turning of the two workpieces  ... 
doi:10.5755/j01.mech.21.6.12199 fatcat:aph4v2c5rjcndpxjgbewpt2eoa

Use of artificial intelligence and neural networks for analysis and gesture detection in electrical impedance tomography

Christian Gibas, Luca Mülln, Rainer Brück
2020 Current Directions in Biomedical Engineering  
More precise and more collected data with the help of EIT allows a much more precise analysis and control of the prosthesis.  ...  AbstractArtificial intelligence and neural networks are getting more and more relevant for several types of application.  ...  Starting with one model each for a convolutional NN and a multilayer perceptron, these models were further developed and tweaked based on their accuracy on a split validation set of measurements with a  ... 
doi:10.1515/cdbme-2020-3126 fatcat:vokcvpfjxfecfbgi3ossra2khe

Microfluidic perfusion culture system for multilayer artery tissue models

Yuka Yamagishi, Taisuke Masuda, Michiya Matsusaki, Mitsuru Akashi, Utako Yokoyama, Fumihito Arai
2014 Biomicrofluidics  
The fabricated artery tissue models had a multilayer structure. The assembly technique and perfusion culture system were applicable to many different sizes of fabricated arteries.  ...  The shape of the fabricated artery tissue models was maintained by the perfusion culture system; furthermore, the system reproduced the in vivo environment and allowed mechanical stimulation of the arteries  ...  ACKNOWLEDGMENTS This research was supported by a Grant-in-Aid from The Ministry of Education, Culture, Sports, Science and Technology for Scientific Research of Japan (23106002 and 24106506) and the Nagoya  ... 
doi:10.1063/1.4903210 pmid:25553190 pmcid:PMC4257967 fatcat:cuwby626zzcmfls7lpcxhapjx4

A Distributed Cross-Layer Monitoring System Based On Qos Metrics Models

Damianos Metallidis, Kyriakos Kritikos, Chrysostomos Zeginis, Dimitris Plexousakis
2016 Zenodo  
Monitoring of business process workflows based on metric quality models is associated to a gap between the definitions of workflow, service and infrastructure layer quality metrics.  ...  These quality models are being addressed by a continuously, yet evolving distributed monitoring system.  ...  Quality Models terms and cross-layer dependencies Fig. 3 . 3 Fig. 3. Physical architecture of the Cross-Layer Monitoring System Table 2 . 2 (sat(meas 1 ,reqs)+...  ... 
doi:10.5281/zenodo.164177 fatcat:lds6yyut2rf7rjzn2ciyf5rhie
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