Artificial Immune Networks: Models and Applications

Shen, Xian; Gao, Xiao-Zhi; Bie, Rongfang; Jin, Xin

doi:10.1109/iccias.2006.294161

Cited by 10 publications

(1 citation statement)

References 12 publications

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“…A rational decision will maximise the decisions makers utility [24], and it is therefore mandatory that the optimizer has a way to assess the utility seen from each application owner of a particular application configuration prior to enacting this configuration. The best way to represent the application owner's utility is arguably through a representative utility function [25]. This will allow the optimiser to find the combined set of resources and application configuration that maximises the application's utility.…”

Section: ) Optimizermentioning

confidence: 99%

NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage Capabilities

Verginadis,

Sarros,

de Los Mozos

et al. 2023

2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC)

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Cloud Continuum is the paradigm that unifies and exploits resources from far edge to public and private cloud offerings, as well as processing nodes with significant capacity in between. Nowadays, the combination of all these resources for augmenting modern hyper-distributed applications becomes a necessity, especially considering the vast volumes of data, their velocity, and their variety, which constitute well known challenges of Big Data processing. In this paper, we address the main research question on how a Cloud Continuum management platform should be structured to cope with the constantly increasing challenges and opportunities of the domain. We introduce the NebulOuS architecture vision towards accomplishing substantial research contributions in the realms of Cloud Continuum brokerage. We propose an advanced architecture that enables secure and optimal application provisioning, as well as reconfiguration over the Cloud Continuum. NebulOuS introduces a novel Meta-Operating System and platform, that is currently being developed, for enabling transient Cloud Continuum brokerage ecosystems that seamlessly exploit edge and fog nodes, in conjunction with multi-cloud resources, to cope with the requirements posed by low latency applications.

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Section: ) Optimizermentioning

confidence: 99%

NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage Capabilities

Verginadis,

Sarros,

de Los Mozos

et al. 2023

2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC)

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Multilayer Machine Learning-Based Intrusion Detection System

Aziz

Hassanien

2014

Bio-Inspiring Cyber Security and Cloud Services: Trends and Innovations

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An artificial immune system for extracting fuzzy rules in credit scoring

Kamalloo

Abadeh

2010

IEEE Congress on Evolutionary Computation

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Various credit scoring models have been proposed to estimate credit risk of loan applicants. Recently, the use of artificial immune systems (AIS) in credit problems has been increased. AIS is inspired from natural immune system which has the ability of determining self from non-self. The aim of this study is constructing an AIS-based model to extract fuzzy rules to predict the likelihood of customers such as good/bad payer. The rules have made our model human-understandable which helps experts to organize their knowledge from the domain. We use Weka data mining software to compare our classifier with several well-known classifiers. The evaluation criterias which have been used in this paper are average correct classification rate, precision, recall and f-measure. The experiments were performed on Australian and German Credit Approval datasets. The results demonstrate that proposed AIS-based classifier has high accuracy and interpretability which makes it competitive to several well-known classification systems.

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Artificial Immune Networks: Models and Applications

Cited by 10 publications

References 12 publications

NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage Capabilities

NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage Capabilities

Multilayer Machine Learning-Based Intrusion Detection System

An artificial immune system for extracting fuzzy rules in credit scoring

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