EDGE COMPUTING: REVOLUTIONIZING DATA PROCESSING AND DRIVING INDUSTRY 4.0
Keywords:
Edge Computing, Internet Of Things (IoT), Artificial Intelligence (AI), 5G Networks, Industry 4.0Abstract
Edge computing has become a game-changing technology that has changed the way data is processed and made it possible for smart, real-time apps to be used in many areas. This article looks at how edge computing has changed over time because of the huge increase in Internet of Things devices and the growing need for real-time processing. Edge AI, better security, and microdata centers, which allow localized data processing, better privacy, and scalable infrastructure, are some of the most important breakthroughs in edge computing that are talked about. The article goes into more detail about how edge computing works in smart cities, healthcare, and industrial IoT. It shows how it can be used to improve infrastructure in cities, make patient care better, and start the fourth industrial revolution. With the rise of 5G networks and the widespread use of IoT devices, edge computing is set to change the way computers work and open up new ways for smart, real-time apps to be used.
References
M. Satyanarayanan, "The emergence of edge computing," Computer, vol. 50, no. 1, pp. 30-39, 2017, doi: 10.1109/MC.2017.9.
W. Shi, J. Cao, Q. Zhang, Y. Li, and L. Xu, "Edge computing: Vision and challenges," IEEE Internet of Things Journal, vol. 3, no. 5, pp. 637-646, 2016, doi: 10.1109/JIOT.2016.2579198.
"Gartner says 5.8 billion enterprise and automotive IoT endpoints will be in use in 2020," Gartner, 2019. [Online]. Available: https://www.gartner.com/en/newsroom/press-releases/2019-08-29-gartner-says-5-8-billion-enterprise-and-automotive-io
"IDC forecasts worldwide data creation and replication to grow at a compound annual growth rate of 23% through 2025," IDC, 2020. [Online]. Available: https://www.idc.com/getdoc.jsp?containerId=prUS46286020
K. Zhang, Y. Mao, S. Leng, Q. Zhao, L. Li, X. Peng, L. Pan, S. Maharjan, and Y. Zhang, "Energy-efficient offloading for mobile edge computing in 5G heterogeneous networks," IEEE Access, vol. 4, pp. 5896-5907, 2016, doi: 10.1109/ACCESS.2016.2597169.
"Cisco annual Internet report (2018–2023)," Cisco, 2020. [Online]. Available: https://www.cisco.com/c/en/us/solutions/collateral/executive-perspectives/annual-internet-report/white-paper-c11-741490.html
S. Kekki et al., "MEC in 5G networks," ETSI White Paper, no. 28, pp. 1-28, 2018.
"Ericsson mobility report," Ericsson, 2020. [Online]. Available: https://www.ericsson.com/en/mobility-report/reports/november-2020
"IDC FutureScape: Worldwide IoT 2021 predictions," IDC, 2020. [Online]. Available: https://www.idc.com/getdoc.jsp?containerId=US46920420
"Edge AI and computer vision in retail," NVIDIA, 2021. [Online]. Available: https://www.nvidia.com/en-us/industries/retail/edge-ai-computer-vision/
"Gartner predicts 80% of enterprises will close traditional data centers by 2025," Gartner, 2019. [Online]. Available: https://www.gartner.com/en/newsroom/press-releases/2019-12-04-gartner-predicts-80--of-enterprises-will-close-tradi
"Edge computing in healthcare: Enhancing patient care and data security," Intel, 2021. [Online]. Available: https://www.intel.com/content/www/us/en/healthcare-it/solutions/edge-computing-in-healthcare.html
"Micro data center market," MarketsandMarkets, 2021. [Online]. Available: https://www.marketsandmarkets.com/Market-Reports/micro-data-center-market-828.html
"Edge computing: Unleashing the potential of 5G and IoT," Ericsson, 2020. [Online]. Available: https://www.ericsson.com/en/reports-and-papers/white-papers/edge-computing-and-5g-iot
"Micro data centers: Benefits and challenges," Schneider Electric, 2020. [Online]. Available: https://www.se.com/ww/en/work/solutions/for-business/data-centers-and-networks/micro-data-centers/
"Smart Nation Sensor Platform," Government Technology Agency of Singapore, 2021. [Online]. Available: https://www.tech.gov.sg/products-and-services/smart-nation-sensor-platform/
"Amsterdam Smart City: Edge computing for sustainable urban development," Intel, 2020. [Online]. Available: https://www.intel.com/content/www/us/en/internet-of-things/amsterdam-smart-city-case-study.html
"UPMC study shows significant benefits of remote patient monitoring," UPMC, 2019. [Online]. Available: https://www.upmc.com/media/news/071019-rpm-study
Y. Lee et al., "Wearable sensor-based gait analysis for early detection of Parkinson's disease using deep learning," Sensors, vol. 21, no. 10, p. 3523, 2021, doi: 10.3390/s21103523.
"Bosch implements edge computing for real-time quality control," Bosch, 2020. [Online]. Available: https://www.bosch.com/stories/edge-computing-in-manufacturing/
"Schneider Electric deploys edge computing for predictive maintenance," Schneider Electric, 2021. [Online]. Available: https://www.se.com/ww/en/work/campaign/innovation/edge-computing.jsp
"BMW Group uses edge computing to enable autonomous mobile robots," BMW Group, 2021. [Online]. Available: https://www.press.bmwgroup.com/global/article/detail/T0328985EN/bmw-group-uses-edge-computing-to-enable-autonomous-mobile-robots-in-logistics
Downloads
Published
Issue
Section
License
Copyright (c) 2024 Venukumar Chirlawar (Author)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
