Collaborating with Infrastructure and Operations Teams to Deploy and Maintain Ingestion Frameworks in Production Environments

Fasihuddin Mirza

Abstract: In today's data - driven world, efficient data ingestion frameworks are crucial for organizations to successfully process, analyze, and derive insights from vast amounts of data. However, deploying and maintaining these frameworks in production environments pose significant challenges. This academic journal aims to explore the collaborative efforts between infrastructure and operations teams in ensuring the seamless deployment and ongoing maintenance of ingestion frameworks in production.

Keywords: Collaboration Strategies, Clear Communication Channels, Efficient Deployment Practices, Proactive Monitoring and Issue Resolution, Leveraging Automation Tools, Environment Setup, Configuration Management, Version Control, Integration Testing, Rollbacks, Proactive Monitoring, Issue Tracking and Resolution, Performance Optimization, Real - time Data Ingestion Framework, Scalable Data Ingestion Framework, Cloud Adoption, AI and Machine Learning, DevOps Practices, Intelligent Automation