Company
Date Published
Author
Olivia Greene, Ahmed Saef Zamzam, Prabha Manepalli, Weifan Liang, Gwen Shapira
Word count
1219
Language
English
Hacker News points
None

Summary

AWS is doing extremely well, with $2.57 billion in Q1 2016 revenue, a 64% increase from the previous year, indicating widespread adoption of its cloud services. Companies typically start by using cloud services for new applications or use-cases and then gradually migrate existing applications to the cloud, often requiring data synchronization between on-premises and cloud environments. This process can take years in mature organizations, highlighting the importance of planning and strategy. A common issue is having multiple, independent pipelines for different teams and applications, leading to increased operational costs and data quality concerns. To address this, a central-pipeline architecture using Apache Kafka can be implemented, streamlining data synchronization between on-premises and cloud deployments, reducing costs, accelerating migration times, and making the process more manageable and safer.