Network-Based Applications of Multimedia Big Data Computing in IoT Environment

Singh, Anupam; Mahapatra, Satyasundara

doi:10.1007/978-981-13-8759-3_17

Cited by 14 publications

(6 citation statements)

References 40 publications

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“…IoT-HISB likes the 5G network and the Wi-Fi 6 network that delivers healthcare building facilities with internet services that overwhelmed the shortcomings of real information gathering and analysis processes. These systems of communication are constructed on wireless communication technology such as the Wi-Fi 6 technology, as one of the highspeed communication network services is mainly used in healthcare buildings which is appropriate for healthcare buildings where there is high traffic involving regular changes of environment (Schuchat et al, 2020;Singh & Mahapatra, 2020). The introduction of orthogonal frequency-division multiple access (OFDMA) technologies that combines multiple users at different times and requirements to get access to a single access point simultaneously in a healthcare building reduces the transmission waiting time.…”

Section: Iot High-speed Communication Network-based Services (Iot-hisb)mentioning

confidence: 99%

Impact of IoT towards Achieving Smart Primary Healthcare Building Facilities in Gauteng, South Africa

Gambo¹,

Musonda²

2022

Preprint

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Smart primary healthcare building facility services capture a new level of process and operational data through advanced monitoring, enabling experts to use the building facilities to produce significant and efficient healthcare service delivery within the individual spheres of influence. This study assessed the impact of IoT services on achieving smart primary healthcare building facilities in the rural area of South Africa to enhance primary healthcare delivery. The study identified three (3) basic constructs of IoT services that comprised the application of IoT location recognition and tracking services, the application of the IoT high-speed communication network-based services, and the application of IoT-based services. The study is quantitative, and a questionnaire was used to collect data from the project managers and healthcare practitioners working with the primary healthcare agency in South Africa. The study found a variable degree of impact between the three (3) IoT constructs and the achievement of primary healthcare building facility services in South Africa. The study recommends adopting IoT essential services for achieving smart primary healthcare building facility services in the rural areas of South Africa and other developing countries facing similar primary healthcare delivery challenges.

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Section: Iot High-speed Communication Network-based Services (Iot-hisb)mentioning

confidence: 99%

Impact of IoT towards Achieving Smart Primary Healthcare Building Facilities in Gauteng, South Africa

Gambo¹,

Musonda²

2022

Preprint

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“…Also mentioned are the many IoT application fields. [12] M. I. Tariq, et al (2020) presented deep learning methods for improving large data in medicine Muhammad. Similar to this, there are several limitations on a significant amount of data processing with current conventional methods of data analysis and processing.…”

Section: Figure 2 Deep Learning Techniques 14 Optimizationmentioning

confidence: 99%

Security of Big Data over IoT Environment by Integration of Deep Learning and Optimization

Alleema

Raman

Castro-Cayllahua

et al. 2022

Int. j. commun. netw. inf. secur.

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This is especially true given the spread of IoT, which makes it possible for two-way communication between various electronic devices and is therefore essential to contemporary living. However, it has been shown that IoT may be readily exploited. There is a need to develop new technology or combine existing ones to address these security issues. DL, a kind of ML, has been used in earlier studies to discover security breaches with good results. IoT device data is abundant, diverse, and trustworthy. Thus, improved performance and data management are attainable with help of big data technology. The current state of IoT security, big data, and deep learning led to an all-encompassing study of the topic. This study examines the interrelationships of big data, IoT security, and DL technologies, and draws parallels between these three areas. Technical works in all three fields have been compared, allowing for the development of a thematic taxonomy. Finally, we have laid the groundwork for further investigation into IoT security concerns by identifying and assessing the obstacles inherent in using DL for security utilizing big data. The security of large data has been taken into consideration in this article by categorizing various dangers using a deep learning method. The purpose of optimization is to raise both accuracy and performance.

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“…The sensor-generated data in IoT create a network that provides data on demand. The article [13] gives clear insight into the network-based application of devices in the IoT environment. The novel work in [14] depicts the volume of blood in predetermined area incre-ments in the systole stage and diminishes in the diastole stage during the cardiovascular pattern of the heart.…”

Section: Literature Reviewmentioning

confidence: 99%

A Pulse Rate-Triggered Wearable Device for Critical Assistance

et al. 2022

Self Cite

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It has always been a concern in elder people that they can die during sleeping due to irregularities in the heart. Mostly, we have seen senior citizens die while sleeping and there is nothing that their families can do. Sometimes they are alone and no one is there to help them in case of emergency. To prevent this helplessness and to overcome this problem we have come up with a life-saving alarm. This device will help save many lives. It will monitor the heartbeat. The life-saving alarm will monitor the heartbeat of a person using a pulse sensor, and in case of any critical condition, it will trigger an alarm and send an emergency notification to the guardian. The device based on the Arduino microcontroller along with the associated GUI is ready and performing well according to the conditions specified. The work is aimed at saving the lives of people by monitoring their heartbeat and informing their guardians in case of a critical condition.

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Network-Based Applications of Multimedia Big Data Computing in IoT Environment

Cited by 14 publications

References 40 publications

Impact of IoT towards Achieving Smart Primary Healthcare Building Facilities in Gauteng, South Africa

Impact of IoT towards Achieving Smart Primary Healthcare Building Facilities in Gauteng, South Africa

Security of Big Data over IoT Environment by Integration of Deep Learning and Optimization

A Pulse Rate-Triggered Wearable Device for Critical Assistance

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