2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)最新文献_第9页

Networking reliability approach for energy analysis in wireless sensor nodes with edge computing techniques 基于边缘计算技术的无线传感器节点能量分析网络可靠性方法

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9640628

Bhuvana Suganthi D, S. S. V. S. S. R. S. Sarma Adithe, S. Suganthi, B. Maheswari, M. Selvi

引用次数: 0

Intelligent Construction System of E-Commerce Training Base Based on Logistics Path Visualization 基于物流路径可视化的电子商务实训基地智能建设系统

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9640942

Shuai Shen

引用次数: 0

Research on Evolutionary Optimization Algorithm of Real Estate Pricing Based on Data Mining 基于数据挖掘的房地产定价进化优化算法研究

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9640695

Suhui Li

引用次数: 0

Applications of IoT in Smart Cities and Highways – A Review 物联网在智慧城市和高速公路中的应用综述

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9641058

D. S. Vijayan, S. Arvindan, V. Gokulnath, Kaarthik Manoharan

引用次数: 2

Fracture Type Identification Using Extra Tree Classifier 基于额外树分类器的裂缝类型识别

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9640957

Rocky S Upadhyay, P. Tanwar, S. Degadwala

引用次数: 1

The Future of AI-enabled servers in the cloud- A Survey 云中支持ai的服务器的未来——一项调查

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9640925

Rohitha Pasumarty, R. Praveen, Mahesh T R

引用次数: 3

IoT and Immersive Technology based Smart Classrooms 基于物联网和沉浸式技术的智能教室

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9640750

S. Routray, Laxmi Sharma, Anindita Sahoo, A. Javali, S. K P, Eisha Akanksha

{"title":"IoT and Immersive Technology based Smart Classrooms","authors":"S. Routray, Laxmi Sharma, Anindita Sahoo, A. Javali, S. K P, Eisha Akanksha","doi":"10.1109/I-SMAC52330.2021.9640750","DOIUrl":"https://doi.org/10.1109/I-SMAC52330.2021.9640750","url":null,"abstract":"Smart systems are now very much common in several applications. These systems are found in large numbers in our daily lives in the recent times. The current pandemic induced restrictions forced us to go for all kinds of smart systems which can provide both the comfort as well as the essential functions needed at the ground level. Classrooms are among the basic needs of the modern education system. There are several new developments in the commonly used technologies which can make the classrooms better and smarter. Digital technologies are the main front runners of these smart initiatives. Among these smart digital technologies, information and communication technologies (ICT) and immersive technologies are found to be the main enablers. This research study reviews the main technologies used for smart classrooms. Moreover, it has been shown that the smart classrooms are essential for the future generation. These smart classrooms can handle several limitations of the traditional classrooms. In addition to the typical teaching and learning processes, smart classrooms can provide value added services to the teachers, students and other stakeholders. Finally, this research work analyzes the long term value and sustainability of these smart classrooms.","PeriodicalId":178783,"journal":{"name":"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123071709","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}

引用次数: 4

A Comparative Study of Image Classification Models for Western Notation to Carnatic Notation : Conversion of Western Music Notation to Carnatic Music Notation 西方记谱法与卡纳蒂克记谱法图像分类模型的比较研究——从西方音乐记谱法到卡纳蒂克音乐记谱法的转换

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9641052

V. K. Prathyushaa, P. Chandrasekar, R. Anuradha

{"title":"A Comparative Study of Image Classification Models for Western Notation to Carnatic Notation : Conversion of Western Music Notation to Carnatic Music Notation","authors":"V. K. Prathyushaa, P. Chandrasekar, R. Anuradha","doi":"10.1109/I-SMAC52330.2021.9641052","DOIUrl":"https://doi.org/10.1109/I-SMAC52330.2021.9641052","url":null,"abstract":"Western music notation converter is essential in the field of music for the conversion of music notes which are mostly in Western staff notation to its Carnatic music note equivalent. It is difficult for the Carnatic musicians and singers to have the music notes in the form of the corresponding Swaras in Carnatic music to comprehend them. Over the past few decades, researchers have built models that recognise handwritten musical notations called Optical Music Recognition (OMR) [9]. But, when researchers who are from a non-musical background work with digital representations, the task becomes tedious and a need for processing the images arises. Therefore, instead of relying on humans for conversion of notations, image processing models are used with the help of transfer learning and classification is done using 4 models, of which 3 are pre-trained, i.e., ResNet50, VGG19, InceptionV3 and one is a simple CNN model. The models provide competitive results when compared to human experts labelling of datasets.","PeriodicalId":178783,"journal":{"name":"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":"187 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123398092","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}

引用次数: 2

A Smart Monitoring System for Asthma Patients using IoT 基于物联网的哮喘患者智能监测系统

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9641059

Shahida M, Sonam Choudhury, Vishnupriya Venugopal, Chinmayee Parhi, S. J

{"title":"A Smart Monitoring System for Asthma Patients using IoT","authors":"Shahida M, Sonam Choudhury, Vishnupriya Venugopal, Chinmayee Parhi, S. J","doi":"10.1109/I-SMAC52330.2021.9641059","DOIUrl":"https://doi.org/10.1109/I-SMAC52330.2021.9641059","url":null,"abstract":"With an alarmingly increasing rate of air pollution levels and drop in the air quality due to various factors like increased demands in private transportation, need for more buildings, clearing of green patches due to booming population growth and the globalization reaching every corner of the world, the prevalence of asthma, especially in crowded cities with highly polluted air, has dramatically increased. There is a global peak in the number of people being a victim due to this chronic disease which blocks the airways of the lungs rendering them breathless. This can prove to be quite fatal if a person suffering from an asthma attack can’t get any help promptly, and hence the patients need constant monitoring. Consequently, a monitoring system that will be able to detect various factors such as high carbon dioxide levels in the air, increased humidity and temperature levels in the patient’s neighboring environment that triggers an asthma attack, in addition to monitoring the patient’s condition has become an important requirement. This paper presents a prototype of such a monitoring system that enables patients suffering from asthma or their care-takers to monitor the environment, keep an eye on the trigger factors and managing their medication, as well alerting the medics, in case of an emergency where the patient requires immediate attention as in case of a sudden asthma attack.","PeriodicalId":178783,"journal":{"name":"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129207405","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}

引用次数: 0

Secure Virtual Machine Migration using Ant Colony Algorithm 基于蚁群算法的虚拟机安全迁移

2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2021-11-11 DOI: 10.1109/I-SMAC52330.2021.9640743

P. Charles, U. L. Stanislaus

{"title":"Secure Virtual Machine Migration using Ant Colony Algorithm","authors":"P. Charles, U. L. Stanislaus","doi":"10.1109/I-SMAC52330.2021.9640743","DOIUrl":"https://doi.org/10.1109/I-SMAC52330.2021.9640743","url":null,"abstract":"Heuristic algorithms are used solve the VM consolidation. One of the well-known approaches to solve this issue is bin packing method. This method is considered as NP-hard. There are quite number of other heuristics algorithm available to address this issue. This problem can be handled effortlessly with one dimensional bin packing m. In Bin Packing there are few methods used to pack the empty bins efficiently. First Fit (FF) Bin packing algorithm is one of most popular and efficient method to pack the empty bins. Here, FF algorithm packs available items into first bin where it aptly accommodates. Best Fit algorithm places an item into a maximum load instead of placing in the first bin like First Fit algorithm. These two methods are enhanced by making small alteration in the algorithm which are named as First Fit Decreasing (FFD) method and Best Fit Decreasing (BFD) method. These methods could not be implemented straightaway for VM consolidation. This must me altered appropriately before applying for this issue. In addition, consider that physical machines (PM) don’t have any virtual machines (VM) before executing the migration algorithm and also the utilization of the datacenters is managed by the number of VM’s request and server’s request. The energy consumption of the VM’s is majorly considers the CPU utilization instead of bandwidth and memory. The authors concentrate on CPU utilization rate to minimize the energy consumption.","PeriodicalId":178783,"journal":{"name":"2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123990600","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}

引用次数: 0