Biblio

Fog computing is defined as a decentralized infrastructure that locations storage and processing aspects at the side of the cloud, the place records sources such as software customers and sensors exist. The Fog Computing is the time period coined via Cisco that refers to extending cloud computing to an area of the enterprise’s network. Thus, it is additionally recognized as Edge Computing or Fogging. It allows the operation of computing, storage, and networking offerings between give up units and computing facts centers. Fog computing is defined as a decentralized infrastructure that locations storage and processing aspects at the side of the cloud, the place records sources such as software customers and sensors exist. The fog computing Intelligence as Artificial Intelligence (AI) is furnished by way of Fog Nodes in cooperation with Clouds. In Fog Nodes several sorts of AI studying can be realized - such as e.g., Machine Learning (ML), Deep Learning (DL). Thanks to the Genius of Fog Nodes, for example, we communicate of Intelligent IoT.

Learning programming language of Java is a basic part of the Computer Science and Engineering curriculum. Specific Java compiler is a requirement for writing and convert the writing code to executable format. However, some local installed Java compiler is suffering from compatibility, portability and storage space issues. These issues sometimes affect student-learning interest and slow down the learning process. This paper is directed toward the solution for such problems, which offers a new programming assignment submission system with cloud-based Java compiler and is known as CheckMyCode. Leveraging cloud-computing technology in terms of its availability, prevalence and affordability, CheckMyCode implements Java cloud-based programming compiler as a part of the assignment management system. CheckMyCode system is a cloud-based system that allows both main users, which are a lecturer and student to access the system via a browser on PC or smart devices. Modules of submission assignment system with cloud compiler allow lecturer and student to manage Java programming task in one platform. A framework, system module, main user and feature of CheckMyCode are presented. Also, taking into account are the future study/direction and new enhancement of CheckMyCode.

In the present generation internet plays a major role. The data being sent by the user is created by the things like pc, mobiles, sensors etc. and these data are sent to the cloud system. When a data from the IOT devices are sent to the cloud, there is a question of privacy and security. To provide security for the data well-known security algorithms are used in fog layer and are successful in transferring the data without any damage. Here different techniques used for providing security for IOT data are discussed.

Database outsourcing has gained significance like the "Application-as-a-Service" model wherein a third party provider has not trusted. The problems related to security and privacy of outsourced XML data are data confidentiality, user privacy/data privacy and finally query assurance. Existing techniques of query assurance involve properties of certain cryptographic primitives in static scenarios. A novel dynamic index structure is called Merkle Hash and B+- Tree. The combination of B+- Tree and Merkle Hash Tree advantages has been proposed in this paper for dynamic outsourced XML databases. The query assurances having the issues are correctness query Completeness and Freshness for the stored XML Database. In addition, the outsourced XML database with integrity verification has been shown to be more efficient and supports updates in cloud paradigms.