Using Performance Modelling for Self-Healing and Protection in Autonomic Multi-tier Systems

机译：在自主多层系统中使用性能建模进行自我修复和保护

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摘要

We propose, in this paper, a general modelling technique of an autonomic multi-tier system implementing self-healing and self-protection properties. The modelling is based on stochastic Petri nets (SPN). Our objective is to forecast the most appropriate configuration for a multi-tier system and ensure the effectiveness of the autonomic manager. We consider in our modelling an autonomic diagnostic and recovery, with fault tolerance solutions. The diagnostic is directed by the workload intensity, possible attacks and failure frequency. Finally, we illustrate the effectiveness of our modelling through a set of experimental analysis results.

机译：我们在本文中提出了一种实现自我修复和自我保护特性的自治多层系统的通用建模技术。该建模基于随机Petri网（SPN）。我们的目标是为多层系统预测最合适的配置，并确保自主管理器的有效性。我们在建模中考虑了具有容错解决方案的自主诊断和恢复。诊断取决于工作负载强度，可能的攻击和故障频率。最后，我们通过一组实验分析结果来说明建模的有效性。

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来源
《2014 International conference on advanced networking distributedystems and applications》|2014年|35-40|共6页
会议地点 Bejaia(DZ)
作者
Sliem M.; Salmi N.; Ioualalen M.;
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作者单位

MOVEP Lab., USTHB, Algiers, Algeria;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Petri nets; failure analysis; fault tolerant computing; SPN; autonomic diagnostic; autonomic manager; autonomic multitier systems; autonomic recovery; failure frequency; fault tolerance solution; modelling technique; performance modelling; self-healing property; self-protection property; stochastic Petri nets; workload intensity; Analytical models; Monitoring; Petri nets; Predictive models; Security; Servers; Stochastic processes; Autonomic computing; multi-tier system; performance modelling; self-healing; self-protection;

机译：Petri网;故障分析;容错计算; SPN;自主诊断;自主管理器;自主多层系统;自主恢复;故障频率;容错解决方案;建模技术;性能建模;自我修复特性;自我保护特性;随机Petri网络;工作强度;分析模型;监控; Petri网络;预测模型;安全性;服务器;随机过程;自治计算;多层系统;性能建模;自我修复;自我保护;

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1. Performance Modeling of Distributed Multi-Tier Enterprise Systems [J] . Abhishek Dubey, Rajat Mehrotra, Sherif Abdelwahed, Performance evaluation review . 2009,第2期

机译：分布式多层企业系统的性能建模
2. Network protection codes: Providing self-healing in autonomic networks using network coding [J] . Salah A. Aly, Ahmed E. Kamal, Osameh M. Al-Kofahi Computer networks . 2012,第1期

机译：网络保护代码：使用网络编码在自主网络中提供自我修复
3. Performance implications of multi-tier application deployments on Infrastructure-as-a-Service clouds: Towards performance modeling [J] . W. Lloyd, S. Pallickara, O. David, Future generation computer systems . 2013,第5期

机译：基础架构即服务云上的多层应用程序部署对性能的影响：迈向性能建模
4. Using Performance Modelling for Self-Healing and Protection in Autonomic Multi-tier Systems [C] . Sliem M., Salmi N., Ioualalen M. International conference on advanced networking distributedystems and applications . 2014

机译：自主式多层系统中自我修复和保护的性能建模
5. Autonomic intelligent network sensor model for protection of critical infrastructure systems. [D] . Vollmer, Denis Todd. 2014

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6. Experimental Investigation of the Performance of a Hybrid Self-Healing System in Porous Asphalt under Fatigue Loadings [O] . Shi Xu, Xueyan Liu, Amir Tabaković, 2021

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7. Model-Based Performance Anticipation in Multi-tier Autonomic Systems: Methodology and Experiments [O] . Salmi Nabila, Dillenseger Bruno, Harbaoui Ahmed, 2010

机译：基于模型的多层自治系统性能预测：方法论与实验

Using Performance Modelling for Self-Healing and Protection in Autonomic Multi-tier Systems

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