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Ghadimi, Mostafa, Baghayi, Niyusha, Shateri, Alireza. (1403). DataBay: A Unified Platform for Automating Data Warehouse Management, Real-Time Data Processing, and Ensuring Data Quality and Monitoring. , 56(2), 75-88. doi: 10.22059/jac.2025.389920.1222
Mostafa Ghadimi; Niyusha Baghayi; Alireza Shateri. "DataBay: A Unified Platform for Automating Data Warehouse Management, Real-Time Data Processing, and Ensuring Data Quality and Monitoring". , 56, 2, 1403, 75-88. doi: 10.22059/jac.2025.389920.1222
Ghadimi, Mostafa, Baghayi, Niyusha, Shateri, Alireza. (1403). 'DataBay: A Unified Platform for Automating Data Warehouse Management, Real-Time Data Processing, and Ensuring Data Quality and Monitoring', , 56(2), pp. 75-88. doi: 10.22059/jac.2025.389920.1222
Ghadimi, Mostafa, Baghayi, Niyusha, Shateri, Alireza. DataBay: A Unified Platform for Automating Data Warehouse Management, Real-Time Data Processing, and Ensuring Data Quality and Monitoring. , 1403; 56(2): 75-88. doi: 10.22059/jac.2025.389920.1222

DataBay: A Unified Platform for Automating Data Warehouse Management, Real-Time Data Processing, and Ensuring Data Quality and Monitoring

Journal of Algorithms and Computation
دوره 56، شماره 2، اسفند 2024، صفحه 75-88    اصل مقاله (1.27 M)
نوع مقاله: Research Paper
شناسه دیجیتال (DOI): 10.22059/jac.2025.389920.1222
نویسندگان
Mostafa Ghadimi* 1؛ Niyusha Baghayi2؛ Alireza Shateri2
1ut.ac.ir
2databurst.tech
چکیده
As organizations increasingly depend on large-scale data for strategic decision-making, managing data warehouses has become a complex and resource-intensive challenge. This paper introduces DataBay, a unified platform designed to automate the entire data warehouse lifecycle, from data ingestion and transformation to real-time processing, monitoring, and ensuring data quality. DataBay leverages Avro for data serialization, providing optimal throughput and storage efficiency. Additionally, its automated data pipeline orchestration, along with built-in data quality checks, enhances the reliability and accuracy of insights derived from the data. The platform’s architecture is highly scalable, supporting enterprise-level datasets and adapting to evolving business needs. Through its seamless integration and flexibility, DataBay helps businesses make timely, data-driven decisions and enables continuous optimization of data workflows. This paper discusses the platform’s architecture, its implementation in real-world industry settings, and the significant business value it delivers by enhancing operational efficiency and empowering data-driven decision-making across organizations.
کلیدواژه‌ها
Data Warehouse؛ Data Engineering؛ Real-time Data Processing؛ Data Quality؛ Data Management؛ Business Intelligence؛ Data Transformation؛ Data Monitoring؛ Scalable Data Platform
آمار
تعداد مشاهده مقاله: 241
تعداد دریافت فایل اصل مقاله: 326





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