1. SPICE-IT: Smart COVID-19 pandemic controlled eradication over NDN-IoT
- Author
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Malik Muhammad Saad, Muhammad Toaha Raza Khan, Dongkyun Kim, Muhammad Ashar Tariq, and Junaid Akram
- Subjects
education.field_of_study ,Mechanism (biology) ,Computer science ,business.industry ,Spice ,Population ,COVID-19 ,020206 networking & telecommunications ,02 engineering and technology ,Coronavirus ,Network congestion ,Hardware and Architecture ,Server ,Signal Processing ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Cache ,education ,business ,Software ,Standard operating procedure ,Information Systems ,Data transmission ,Computer network - Abstract
Internet of things (IoT) application in e-health can play a vital role in countering rapidly spreading diseases that can effectively manage health emergency scenarios like pandemics. Efficient disease control also requires monitoring of Standard operating procedure (SOP) follow-up of the population in the disease-prone area with a cost-effective reporting and responding mechanism to register any violation. However, the IoT devices have limited resources and the application requires delay-sensitive data transmission. Named Data Networking (NDN) can significantly reduce content retrieval delays but inherits cache overflow and network congestion challenges. Therefore, we are motivated to present a novel smart COVID-19 pandemic-controlled eradication over NDN-IoT (SPICE-IT) mechanism. SPICE-IT introduces autonomous monitoring in indoor environments with efficient pull-based reporting mechanism that records violations at local servers and cloud server. Intelligent face mask detection and temperature monitoring mechanism examines every person. Cloud server controls the response action from the centre with an adaptive decision-making mechanism. Long short-term memory (LSTM) based caching mechanism reduces the cache overflow and overall network congestion problem.
- Published
- 2021