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Verification of Service-Based Declarative Business Processes 基于服务的声明性业务流程的验证
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-7268-8.CH007
Ehtesham Zahoor, K. Munir, O. Perrin, C. Godart
Traditional business process specification approaches such as BPMN are procedural, as they require specifying exact and complete process flow. In contrast, a declarative process is specified by a set of constraints that mark the boundary of any solution to the process. In this chapter, the authors propose a bounded model-checking-based approach for the verification of declarative processes using satisfiability solving (SAT). The proposed approach does not require exponential space and is very efficient. It uses the highly expressive event calculus (EC) as the modeling formalism, with a sound and complete EC to SAT encoding process. The verification process can include both the functional and non-functional aspects. The authors have also proposed a filtering criterion to filter the clauses of interest from the large set of unsatisfiable clauses for complex processes. The authors have discussed the implementation details and performance evaluation results to justify the practicality of the proposed approach.
传统的业务流程规范方法(如BPMN)是程序化的,因为它们需要指定精确和完整的流程流。相反,声明性流程是由一组约束指定的,这些约束标记了流程的任何解决方案的边界。在本章中,作者提出了一种基于有界模型检查的方法,用于使用可满足性求解(SAT)验证声明性过程。该方法不需要指数空间,而且非常有效。它采用具有高度表达能力的事件演算(EC)作为建模形式,具有完善的EC到SAT的编码过程。验证过程可以包括功能方面和非功能方面。作者还提出了一种过滤准则,从复杂过程的大量不满足子句中过滤出感兴趣的子句。作者讨论了实现细节和性能评估结果,以证明所提出方法的实用性。
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引用次数: 1
Challenges and Opportunities for the Convergence of IoT, Big Data, and Cloud Computing 物联网、大数据和云计算融合的挑战与机遇
Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-3111-2
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引用次数: 3
Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics 物联网的新兴趋势以及与数据科学、云计算和大数据分析的集成
Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-4186-9
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引用次数: 3
Examining the Impact of Deep Learning and IoT on Multi-Industry Applications 探讨深度学习和物联网对多行业应用的影响
Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-7511-6
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引用次数: 1
IoT Protocols and Applications for Improving Industry, Environment, and Society 改善工业、环境和社会的物联网协议和应用
Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-6463-9
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引用次数: 0
Artificial Intelligence Based on Biological Neurons 基于生物神经元的人工智能
Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-4381-8.ch002
Rinat Galiautdinov
The chapter describes the new approach in artificial intelligence based on simulated biological neurons and creation of the neural circuits for the sphere of IoT which represent the next generation of artificial intelligence and IoT. Unlike existing technical devices for implementing a neuron based on classical nodes oriented to binary processing, the proposed path is based on simulation of biological neurons, creation of biologically close neural circuits where every device will implement the function of either a sensor or a “muscle” in the frame of the home based live AI and IoT. The research demonstrates the developed nervous circuit constructor and its usage in building of the AI (neural circuit) for IoT.
本章描述了基于模拟生物神经元的人工智能新方法和物联网领域神经回路的创建,代表了下一代人工智能和物联网。与现有的基于面向二进制处理的经典节点实现神经元的技术设备不同,提出的路径是基于生物神经元的模拟,创建生物紧密的神经回路,其中每个设备将在基于家庭的实时人工智能和物联网框架中实现传感器或“肌肉”的功能。研究展示了开发的神经回路构造器及其在物联网AI(神经回路)构建中的应用。
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引用次数: 0
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Advances in Web Technologies and Engineering
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