Cloud Data Integration Tools As Services
DOI:
https://doi.org/10.59581/jkts-widyakarya.v2i3.3223Keywords:
Data integration tools, cloud-based data, Auto-enhance document, Common Data Format, and web-based data integrationAbstract
In this paper, a variety of data integration, cloud computing, and web services-related topics were discussed. The conversation covered the advantages of using cloud-based methods for cloud-based data integration, such as enhanced data accuracy and completeness, as well as the challenges and considerations that must be addressed. In addition, the significance of document integrity and the use of auto-enhance document tools to ensure data accuracy were emphasized. The paper also provided a broad overview of the subject, touching on a variety of aspects and providing insights into the potential of cloud-based data integration methods in the cloud industry.
References
data integration methods and strategies (no date) Talend. Available at: https://www.talend.com/resources/data-integration-methods/(Accessed: April 29, 2023).
Goldstein, L. Fink and G. Ravid, "A Cloud-Based Framework for Agricultural Data Integration: A Top-Down-Bottom-Up Approach," in IEEE Access, vol. 10, pp. 88527-88537, 2022, doi: 10.1109/ACCESS.2022.3198099.
Ashraf, P. byS., Nadeem, P. N., & Ashraf, P. S. (2020, August 18). Cloud Data Integration: How It Works & Why is it needed? Data Integration Blog. Retrieved May 1, 2023, from https://dataintegrationinfo.com/cloud-data-integration/
Pereira, J., Batista, T., Cavalcante, E., Souza, A., Lopes, F., & Cacho, N. (2022). A platform for integrating heterogeneous data and developing smart city applications. Future Generation Computer Systems, 128, 552-566.
Data reference architecture. IBM. (n.d.). Retrieved May 2, 2023, from https://www.ibm.com/cloud/architecture/architectures/dataArchitecture/reference-architecture
Data reference architecture. IBM. (n.d.). Retrieved May 2, 2023, from https://www.ibm.com/cloud/architecture/architectures/dataArchitecture/reference-architecture
Michaels, G. (2022, March 21). Data integration: What it is and why it matters. Unito. Retrieved May 2, 2023, from https://unito.io/blog/data-integration/
Murphy, G. (n.d.). Data Integration: Benefits, challenges, and considerations. Confluent. Retrieved May 2, 2023, from https://www.confluent.io/blog/data-integration-benefits-challenges-considerations/
Farmer, D. (2022, December 15). 8 data integration challenges and how to overcome them. Data Management. Retrieved May 2, 2023, from https://www.techtarget.com/searchdatamanagement/feature/5-data-integration-challenges-and-how-to-overcome-them
Bello, S. A., Oyedele, L. O., Akinade, O. O., Bilal, M., Delgado, J. M. D., Akanbi, L. A., ... & Owolabi, H. A. (2021). Cloud computing in construction industry: Use cases, benefits and challenges. Automation in Construction, 122, 103441.
Martínez-García, M., & Hernández-Lemus, E. (2022). Data integration challenges for machine learning in precision medicine. Frontiers in medicine, 8, 3082.
Seenivasan, D. (2023). ETL (Extract, Transform, Load) Best Practices. International Journal of Computer Trends and Technology, 71(1), 40-44.
Making, D.-driven D. (n.d.). What are the benefits and challenges of cloud-based data integration platforms? Cloud-Based Data Integration: Benefits and Challenges. Retrieved May 2, 2023, from https://www.linkedin.com/advice/3/what-benefits-challenges-cloud-based-1e
Tan, B., Anderson Jr, E. G., & Parker, G. G. (2020). Platform pricing and investment to drive third-party value creation in two-sided networks. Information Systems Research, 31(1), 217-239.
Guides. Data Integration | Snowflake Documentation. (n.d.). Retrieved May 2, 2023, from https://docs.snowflake.com/en/user-guide/ecosystem-etl
Ozsahan, H. (2023, February 21). 14 Best Data Enrichment Tools of 2023 & why you need them. Popupsmart. Retrieved May 2, 2023, from https://popupsmart.com/blog/data-enrichment-tools
Goldfedder, J., & Goldfedder, J. (2020). Choosing an ETL Tool. Building a Data Integration Team: Skills, Requirements, and Solutions for Designing Integrations, 75-101.
Ng, S. T., Xu, F. J., Yang, Y., & Lu, M. (2017). A master data management solution to unlock the value of big infrastructure data for smart, sustainable and resilient city planning. Procedia engineering, 196, 939-947.
Anvari, Z., & Athitsos, V. (2021). A survey on deep learning based document image enhancement. arXiv preprint arXiv:2112.02719.
Gangeh, M. J., Tiyyagura, S. R., Dasaratha, S. V., Motahari, H., & Duffy, N. P. (2019, November). Document enhancement system using auto-encoders. In Workshop on Document Intelligence at NeurIPS 2019.
Trautwein, D., Raman, A., Tyson, G., Castro, I., Scott, W., Schubotz, M., ... & Psaras, Y. (2022, August). Design and evaluation of IPFS: a storage layer for the decentralized web. In Proceedings of the ACM SIGCOMM 2022 Conference (pp. 739-752).
Liu, Y. K., Ong, S. K., & Nee, A. Y. C. (2022). State-of-the-art survey on digital twin implementations. Advances in Manufacturing, 10(1), 1-23.
Kromerm. (n.d.). Common data model format - azure data factory & azure synapse. Common Data Model format - Azure Data Factory & Azure Synapse | Microsoft Learn. Retrieved May 2, 2023, from https://learn.microsoft.com/en-us/azure/data-factory/format-common-data-model
24- Real Python. (2022, May 7). Python and REST apis: Interacting with web services. Real Python. Retrieved May 2, 2023, from https://realpython.com/api-integration-in-python/
Real Python. (2023, April 28). Using fastapi to build python web apis. Real Python. Retrieved May 2, 2023, from https://realpython.com/fastapi-python-web-apis/
Orme, T. (2021, February 9). How data integration can improve data strategies long-term. TechRadar. Retrieved May 2, 2023, from https://www.techradar.com/news/how-data-integration-can-improve-data-strategies-long-term
Middleware. 2023, April 28). (n.d.). How do web services improve data integration and interoperability for business? www.linkedin.com. https://www.linkedin.com/advice/1/howdowebservicesimprove-data-integration-interoperability
Reeve, A. (2013). Managing data in motion: data integration best practice techniques and technologies. Newnes.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Jurnal Kendali Teknik dan Sains
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.