Developing a framework for Proactive data quality management cloud computing
Data quality in cloud computing has become increasingly vital for businesses aiming to make informed decisions, stay competitive, and comply with regulations. Unlike a reactive approach that addresses issues after they occur, a proactive data quality framework focuses on preventing problems before they can impact business operations. This forward-thinking strategy is crucial in dynamic cloud environments, where data volumes are vast, diverse, and constantly changing. This article, with contributions from experienced faculty at Poddar International College , the best BCA college in Jaipur , explores how data quality management is ensured in cloud computing by developing a proactive framework. The Challenge of Data Quality in the Cloud Poor data quality can cost organizations millions of dollars annually, leading to flawed analysis, misguided strategies, and reputational damage. Cloud computing environments present unique challenges that exacerbate data quality issues: 1. Data Mig...