Tiny-Impute: A Framework for On-device Data Quality Validation, Hybrid Anomaly Detection, and Data Imputation at the Edge

Author:

Al-Ameen Shamil12ORCID,Sudharsan Bharath3ORCID,Szydlo Tomasz4ORCID,Al-Taie Roua5ORCID,Shah Tejal4ORCID,Ranjan Rajiv4ORCID

Affiliation:

1. School of Computing, Newcastle University, Newcastle Upon Tyne, Tyne and Wear, UK

2. University of Mosul, Mosul, Ninevah, Iraq

3. General Motors, Limerick, IE

4. School of Computing, Newcastle University, Newcastle Upon Tyne, UK

5. University of Mosul, Mosul, IQ

Publisher

ACM

Reference30 articles.

1. Nayef Alduais, Jiwa Abdullah, Ansar Jamil, and R Alias. 2018. Effect of data validation schemes on the energy consumptions of edge device in IoT/WSN. In 14th International Wireless Communications & Mobile Computing Conference.

2. Nayef Alduais, Jiwa Abdullah, Ansar Jamil, Lukman Audah, and R Alias. 2017. Sensor node data validation techniques for realtime IoT/WSN application. In 14th International Multi-Conference on Systems, Signals & Devices (SSD).

3. Mauricio Almeida, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Aristofanes Correa Silva, and Anselmo Cardoso de Paiva. 2023. Univariate Time Series missing data Imputation using Pix2Pix GAN. IEEE Latin America Transactions.

4. Ahmad Alsaber et al. 2021. Handling missing data in a rheumatoid arthritis registry using random forest approach. International journal of rheumatic diseases.

5. Sultan Altarrazi, Tomasz Szydlo, Schahram Dustdar, N. Srirama, and Rajiv Ranjan. 2023. Addressing Faults Landscape in IoT: Toward Data-Centric and System Resilience. IEEE Internet Computing.

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