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Author: Confluent Staff
Why Managing Your Apache Kafka® Schemas Is Costing You More Than You Think
Manual schema management in Apache Kafka® leads to rising costs, compatibility risks, and engineering overhead. See how Confluent lowers your total cost of ownership for Kafka with Schema Registry and more.
Why Cluster Rebalancing Counts More Than You Think in Your Apache Kafka® Costs
Apache Kafka® cluster rebalancing seems routine, but it drives hidden costs in time, resources, and cloud spend. Learn how Confluent helps reduce your Kafka total cost of ownership.
Apache Kafka® Monitoring Is Costing You More Than You Think
Manual Apache Kafka® monitoring and tool sprawl drive hidden costs in time, complexity, and cloud spend. Learn how Confluent lowers total cost of ownership for Kafka with integrated monitoring.
Cost to Build a Data Streaming Platform: TCO, Risks, and Alternatives
Discover the real cost of building a data streaming platform in-house. Learn what drives expenses, compare to managed solutions, and see how to optimize total cost of ownership for platforms powered by Apache Kafka®.
IBM to Acquire Confluent
We are excited to announce that Confluent has entered into a definitive agreement to be acquired by IBM.
How to Monetize Enterprise Data: The Definitive Guide
Learn how to design and implement a real-time data monetization engine using streaming systems. Get architecture patterns, code examples, tradeoffs, and best practices for billing usage-based data products.
How Superwall Uses WarpStream and ClickHouse Cloud to Scale Subscription Monetization
Learn why Superwall chose to scale its subscription monetization business model with Warpstream and Clickhouse Cloud.
Faster, Smarter, More Context-Aware: What’s New in Streaming Agents
Explore new Streaming Agents features — Agent Definition, Observability & Debugging, and access to Real-Time Context Engine — to build intelligent, context-aware AI on Confluent.
Why Apache Kafka® Migration Costs Are Often Underestimated
Planning an Apache Kafka® migration? Learn how to estimate migration expenses, reduce costs, and compare self-managed vs managed real-time data platforms with expert insight.
The True Cost of Real-Time Data Streaming
Explore the hidden costs of real-time streaming—compare infrastructure, ops, and ROI between Confluent Cloud and self-managed Apache Kafka®. Learn how auto-scaling and governance lower TCO.
How to Build Real-Time Compliance & Audit Logging With Apache Kafka®
Learn how to build a real-time compliance and audit logging pipeline using Apache Kafka® or the Confluent data streaming platform with architecture details and best practices including schemas, immutability, retention, and more.
Scaling Kafka Streams Applications: Strategies for High-Volume Traffic
Learn how to scale Kafka Streams applications to handle massive throughput with partitioning, scaling strategies, tuning, and monitoring.
Cross-Data-Center Apache Kafka® Replication: Decision Framework & Readiness Playbook
Learn how to choose the right Apache Kafka® multi-cluster replication pattern and run an audit-ready disaster recovery and high availability program with lag SLOs, drills, and drift control.
How to Transform Data and Manage Schemas in Kafka Connect Pipelines
Learn how to handle data transformation, schema evolution, and security in Kafka Connect with best practices for consistency, enrichment, and format conversions.