Real-Time Data Analytics in the Cloud: Enabling Enterprise Decision-Making
DOI:
https://doi.org/10.32628/CSEIT251112351Keywords:
Real-time Analytics, Cloud Computing, Event-driven Architecture, System Performance, Compliance MonitoringAbstract
Real-time data analytics in cloud environments represents a transformative shift in how enterprises process and utilize their data streams. This comprehensive article explores cloud-based analytics systems' fundamental components, implementation strategies, and performance considerations. The article examines data ingestion patterns, processing layer optimizations, storage solutions, security mechanisms, and monitoring approaches. Through a detailed examination of event-driven architectures, compliance requirements, and observability patterns, this article provides insights into building robust and efficient real-time analytics systems while maintaining security and regulatory compliance. The article encompasses technical implementation details and business impact considerations, offering a holistic view of modern analytics infrastructure.
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