2022 2nd International Conference on Computing and Information Technology (ICCIT)最新文献

{"title":"Real Time Face Recognition Based on Residual Neural Network","authors":"Imen Labiadh, H. Seddik, Salim Ben Chaabane","doi":"10.1109/ICCIT52419.2022.9711552","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711552","url":null,"abstract":"This study revisits the global mean pooling layer (GAP) proposed, and sheds light on how it allows Deep Residual Neural Network to have a remarkable localization capacity, work with the same technique, but in three different forms, with the change of the type of network ResNet50, because it also works by the system (GAP) which is used to obtain the final convolutional layer representing the characteristics of the human face. In our experiment, we used “yalefaces” dataset with the addition of many blurry images to have the efficiency rate of this technique to detect the face. The experimental results from the proposed methods and the face recognition rate for the “yalefaces” dataset are validated, and we compared with recent techniques. The face recognition rate of the used dataset based on this network is 99%, which shows the effectiveness.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116885211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Intelligent Systems of Warning and Alarms for Applying at Nuclear Facilities","authors":"Essam Ibrahim Saber","doi":"10.1109/ICCIT52419.2022.9711610","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711610","url":null,"abstract":"Nowadays there are many modern warning and alarm systems that are used for security and safety in industrial systems, factories and facilities in various fields. These systems are based on finding quick and effective means of protecting people and properties from damage or serious loss. One cannot imagine the existence of complete system that works in any field of environmental monitoring or nuclear facilities or even industrial systems without the existence of a warning / alarming system. These warning / alarm systems are mainly used for following up, tracking or checking the operational coefficients at ordinary states. Also, they trace any deviation or diffraction happened at abnormal cases. Furthermore, these alarm systems are used for predicting accidents / incidents and dangerous situations and produce the appropriate audio / visual announcement or alerts. Today alarm systems are the safety valve of any mechanical or electrical industrial system against the conditions of abnormal diffraction or critical situations that may occur during daily operation. Particularly in nuclear power plants (NPPs) we need hands-on large quantities of different systems / process information 24 hour a day, 7 days a week. Also, on the other hand Criticality Accident Alarm Systems (CAAS) are required in nuclear facilities to predict an accidental criticality excursion which could result from many and different operational processes. In this paper we deal with the alarm or warning systems that are used as an important / vital subsystem in nuclear fields and applications. Currently there are many and many techniques of alerting system used in environmental or radiological monitoring but daily new and modern methods are appearing to improve and add enhancements to these vital systems. This paper demonstrates the theoretical concepts and the practical implementation of one of the modernist alarming system or technique applied today in a lot of engineering applications. It is the alarming by benefiting mobile phone calls or Short Messages Service (SMS).","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126620434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A Framework for Blockchain and Fogging-based Efficient Authentication in Internet of Things","authors":"Norah Alsaeed, F. Nadeem","doi":"10.1109/ICCIT52419.2022.9711603","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711603","url":null,"abstract":"IoT paradigm has laid the foundation to interconnect billions of objects for gathering, storing, and analyzing data. In an IoT complex ecosystem, maintaining the security and privacy of objects as well as data becomes a critical issue. Efficient authentication of IoT objects to each other is restricted by resource-constrained IoT objects. A recent approach to authentication is to integrate blockchain technology, fog computing to develop a lightweight, robust authentication framework for IoT systems. Several works have adopted this integration to improve their authentication solutions for IoT systems. This paper aims to present a review of the authentication frameworks that integrate blockchain and fog computing technologies. In light of the review conclusions, the paper proposes a fogging-based authentication framework using blockchain to enhance IoT system's security, and scalability. The proposed framework employs fog nodes to support IoT devices with close computation and storage resources. Moreover, it adopts multi-level blockchain platforms to support cross-domain authentication among IoT systems. Finally, the paper discusses the trade-offs of adopting blockchain and fogging-based authentication frameworks in IoT and shows how the proposed framework could balance those trade-offs.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129651174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"High-performance Detection and Predication Safety System using HUAWEI Atlas 200 DK AI Developer Kit","authors":"Amr Darawsheh, Alina Abu Siam, Leen Abu Shaar, A. Odeh","doi":"10.1109/ICCIT52419.2022.9711553","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711553","url":null,"abstract":"The problem that the world has faced in 2020 is adapting to the current situations. A sense of safety is compromised with our inclusion in public places and social activities. People's participation in activities has decreased, while students and workers have learned how to work from a distance, allowing obstacles to arise. With the movement towards life before COVID-19 comes a challenge, which is being reassured that going back to our older habits keeps us safe. The proposed system provides a real-time video feed captured by a connected camera used to monitor people in a given environment. If the distance between any two detected people is below the safe distance limit, it recognizes a violation. The system also checks whether any person is not wearing a face mask or has it lowered. To alert the responsible person with any of the previous scenarios, a notification is sent to a webpage with the image of the violation. Closed places like universities, schools, factories, and offices can make use of this real-time solution to make sure people are complying and to offer assurance of the safety of the place. This can improve their participation in activities such as resuming their work.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126477907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A Principled Design of Intelligent Agent for the SLA negotiation process in cloud computing","authors":"R. Kumar, M. Hassan, M. Adnan","doi":"10.1109/ICCIT52419.2022.9711663","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711663","url":null,"abstract":"Cloud Service Providers (CSPs) are in massive demand with the growing field of information technology. CSP produces enormous solutions and support for cloud, IoT, Fog, and Edge computing. In the current era of the competitive cloud market, consumer satisfaction plays an important role. Quality of Services (QoS) fulfilment for service level agreement (SLA) for CSP and consumers is always given more attention. Consumers face problems over resource delivery after signing SLA and CSP issues to provide over-demanded resources. In the dynamic market of cloud and heterogeneous environments, the existing system needs an intelligent agent-based negotiation system (IANS) to handle responsibilities. IANS will perform the negotiation process and measure the key factors to make fast decisions with maximum utility value at an affordable price. IANS uses a behavioural learning analysis algorithm between consumers and CSP to select a reliable, secure server at a minimum cost. The negotiation process will be using metrics, performance factors, evaluation measures, and behaviour learning for decision making.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127982676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Low Latency Packet Delivery for SOHO Infrastructure","authors":"Meenu Gupta, Rakesh Kumar, Shakeel Ahmed, P. Priyadarshan, Aditya Sharma","doi":"10.1109/ICCIT52419.2022.9711632","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711632","url":null,"abstract":"Today we can see that there is a lot of growth happening around the world and particularly in the IT sector. A number of start-ups require good networking infrastructure which is good both in terms of reliability as well as network connectivity. A network is nothing but a system of interconnected components in which two or more devices communicate with one another to share a piece of information among them or other devices to which access is available. A network can be small or large ranging from big offices to small labs inside a complex. The main point in all the discussions around the globe is that networking is required in order to communicate from one place to another. This paper demonstrates a perfect blend of both low cost and high throughput which will help new startups to set up their infrastructure particularly for the networking segment at low cost, less latency, and high availability. This paper aims to cover the detailed description and use case scenarios that implement an efficient network topology design for swift data packet transfer and fast scalability for a Small Office or Home Office (SOHO) type infrastructure. This paper has been written by keeping in mind the fact that it fulfills the basic needs required for a SOHO infrastructure. This efficient design will enable plug-and-play type node connectivity for scalability and will be centrally administered as discussed in detail in subsequent sections of the paper.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"17 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132511725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A Real Time IoT Measurement System for Hydroponics Cultivation","authors":"P. Sherubha, C. Bharathipriya, M. Iqbal, P. Ganesh, S. Sasirekha","doi":"10.1109/ICCIT52419.2022.9711661","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711661","url":null,"abstract":"Hydroponic cultivations are practiced in greenhouse or different plat factories. pH and electrical conductivity are commonly used to evaluate this type of farming. It may not deliver detailed information about any imbalances detected during the cultivation process. This results in a low yield or waste of resources. As a result, in order to overcome these constraints, in this cultivation process, an IoT measuring system must be installed, where actuators and sensors might assess the appropriate readings when needed and provided to human power. As a result, by constantly monitoring resources devoted to plant cultivation, an imbalance in nutrient acquisition is eliminated. This makes it easier for farmers to deal with nutrient concerns that arise during growing. The designed system's performance was computed in conjunction with the viability of an IoT framework for automated assessments. The results of the model are calculated and checked before being used in further processing. When there is no unique association among the standardized analyses, several specific metrics are explored. The sensitive responses are investigated and studied.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134090455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"An Automatic Road Crack Detection System","authors":"Amani Alshami, Rahibah Alflih, Rania Almushaigh, Haifa F. Alhasson","doi":"10.1109/ICCIT52419.2022.9711615","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711615","url":null,"abstract":"Recently, there has been attention to smart city and the increasing of labour costs, how to continuously and automatically monitor the structure with the least amount of manpower has become an important research direction. Therefore, there are tremendous robotic-based applications designed to observe, predict, or detect the changes that could happen in the civil engineering infrastructure. One of these applications is detecting road cracks. In this paper, an overview is conducted to explain the automatic crack detection systems then we present a detailed analysis about extracting the road cracks. In particular, U-Net is one type of Fully Connected Convolutional Neural Network that can be applied on various road crack datasets. Our contribution is addressing the U-Net issue with fixed sizing for input images by combining traditional image processing methods with the U-Net model with focusing on a region of interest. This research can be benefited to control the traffic speed, grantee safety on roads and regular maintain civil infrastructure.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131554345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"UAV Aided Fog Network (UAFN): A Proposal Framework for Better QoS","authors":"Akshita Gupta, S. Gupta","doi":"10.1109/ICCIT52419.2022.9711624","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711624","url":null,"abstract":"In the race of technological advancement, UAVs are becoming a trend worldwide. From every corner of the world, UAVs are considered to be a boon in the industrial, military, and space revolution. Apart from this, the UAVs also support critical applications such as disaster management, cyclones aid, pandemic control, agriculture, surveillance, goods delivery, and so on. In traditional UAV wireless networks, the network has some lacks in terms of latency, network overload, power consumption, security, data computation, coverage, and capacity. To handle the inefficiencies of traditional UAV networks, the UAVs with Fog computing systems can collaborate and accomplish missions more quickly and affordably. The role of Fog computing is to distribute data in a decentralized way and provide services at the edge of the network. It is a well-known solution for storing a large volume of user data and maintaining low latency throughout the network. The pace of development of collaborative UAVs and fog computing networks to support real-time applications with minimum latency and high performance. This paper presents a proposed framework on a multi-UAV-based Fog Network (UAFN) to provide services in real-time applications very efficiently. This network is supposed to provide services with ultra-low latency. Furthermore, we highlight some of the open issues faced by UAV-based Fog networks.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127566929","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Implementation of Smart Card for Promoting Higher Education in the Developing World","authors":"Rabia Afzaal, K. Adnan, S. Jan, Adnan Bin Amanat Ali","doi":"10.1109/ICCIT52419.2022.9711547","DOIUrl":"https://doi.org/10.1109/ICCIT52419.2022.9711547","url":null,"abstract":"No doubt that quality education is a need of any nation today. In light of this fact, each nation put a particular effort to improve education and academic research. The e-learning system in this connection will concentrate on educational services such as learning materials stuff, video sharing, and podcasting-a more socially connected Internet where people can contribute as much as they can consume a technological foundation for delivering services. In such context, this article highlights the utilization of a simple ICT toolkit called a smart card used for communication purposes in the e-learning backlog. The findings of the study revealed that such toolkit is one of the best technological tools amongst other approaches used to help in avoiding some social barriers for learning in conservative societies.","PeriodicalId":361900,"journal":{"name":"2022 2nd International Conference on Computing and Information Technology (ICCIT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115384793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}