The Growing Trend of Cloud-Based Data Integration and Warehousing
DOI:
https://doi.org/10.32628/CSEIT241051042Keywords:
Cloud Data Integration, Data Warehousing, Scalability, Analytics, Data GovernanceAbstract
This article examines the growing trend of cloud-based data integration and warehousing solutions in response to the exponential growth of data generation and the need for scalable, flexible analytics capabilities. It explores the key drivers behind cloud adoption, including data volume increases, demand for real-time insights, cost efficiencies, and advanced analytics requirements. The benefits of cloud solutions are discussed, such as scalability, cost-effectiveness, agility, and enhanced analytical capabilities. The article also addresses challenges like data security, vendor lock-in, and performance issues, providing best practices for successful implementation. Emerging trends in automated ETL processes, machine learning integration, and multi-cloud approaches are highlighted, showcasing the evolving landscape of cloud-based data management. Through analysis of market projections, case studies, and industry statistics, this comprehensive overview equips organizations with the knowledge to leverage cloud technologies to transform their data management capabilities and gain competitive advantages in the digital age.
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D. Reinsel, J. Gantz, and J. Rydning, "The Digitization of the World: From Edge to Core," IDC White Paper, Nov. 2018. [Online]. Available: https://www.seagate.com/files/www-content/our-story/trends/files/idc-seagate-dataage-whitepaper.pdf
Markets and Markets, "Cloud Data Warehouse Market by Component, Deployment Mode, Organization Size, Industry Vertical, and Region - Global Forecast to 2025," Apr. 2020. [Online]. Available: https://www.marketsandmarkets.com/Market-Reports/cloud-data-warehouse-market-159889566.html
NewVantage Partners, "Big Data and AI Executive Survey 2021," Jan. 2021. [Online]. Available: https://www.supplychain247.com/paper/big_data_and_ai_executive_survey_2021
Flexera, "2024 State of the Cloud Report," Mar. 2024. [Online]. Available: https://info.flexera.com/SLO-CM-REPORT-State-of-the-Cloud
Forrester Research, "The Total Economic Impact™ Of Snowflake Data Warehouse-As-A-Service," Apr. 2018. [Online]. Available: https://www.snowflake.com/resource/2022-forrester-tei-data-engineering-report/#:~:text=Data%20Engineering%20%2D%20Snowflake-,The%20Total%20Economic%20Impact%E2%84%A2%20Of%20Snowflake%20For%20Data%20Engineering,years%20for%20Snowflake's%20Data%20Cloud.
Ponemon Institute, "2024 Cost of a Data Breach Report," IBM Security, Jul. 2024. [Online]. Available: https://www.ibm.com/security/data-breach
McKinsey & Company, "The data-driven enterprise of 2025," Jan. 2022. [Online]. Available: https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-data-driven-enterprise-of-2025
Thales Group, "2021 Thales Data Threat Report," Jan. 2021. [Online]. Available: https://cpl.thalesgroup.com/data-threat-report
Gartner, "Gartner Top 10 Data and Analytics Trends for 2021," Mar. 2021. [Online]. Available: https://www.gartner.com/en/podcasts/thinkcast/gartner-top-data-and-analytics-trends-for-2021
IDC, "IDC FutureScape: Worldwide Artificial Intelligence and Automation 2022 Predictions," Oct. 2021. [Online]. Available: https://www.idc.com/getdoc.jsp?containerId=US48298421
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Copyright (c) 2024 International Journal of Scientific Research in Computer Science, Engineering and Information Technology
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