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Dealing with rejection (in distributed systems): 🤔 Theory vs. practice. 📈 What is backpressure? ✨ The backpressuring Goldilocks zone. 📉 How we manage backpressure for our Produce and Fetch requests in our Agents (with before-and-after results). warpstream.com/blog/dealing-w…

Measuring consumer group lag in Kafka using offsets isn't the best approach. Time lag makes it much easier to monitor and troubleshoot consumer groups. Time lag measurement is built directly into WarpStream – no third-party tooling is needed 👉 warpstream.com/blog/the-kafka…

.WarpStream separates storage, compute, and metadata. The cloud provider manages the storage, the customer manages the stateless compute (the Agents), and WarpStream manages the metadata. No raw data ever leaves your environment. warpstream.com/blog/secure-by…

What are the benefits of WarpStream zero disk or diskless architecture? 📈 Stateless compute enables elastic scaling. 🎯 Isolate workloads with Agent Groups. 📊 Easy integration with Managed Data Pipelines. 🔒 Zero access and BYOC native. warpstream.com/blog/zero-disk…

🗑️ Distributed systems built on object storage share a common problem: removing files that have been logically deleted, either due to data expiry or compaction. What's the solution? We'll give a hint: it's not bucket policies or synchronous deletion. 🪣 warpstream.com/blog/taking-ou…

🛰️ With Orbit, you can automatically and seamlessly transition from any Apache Kafka protocol-compatible source system to WarpStream while preserving offsets. Replicate topics, consumer groups, offset gaps, ACLs, and cluster configurations 👉 warpstream.com/blog/kafka-rep…

.Character.AI uses WarpStream to power: ☁️ A 3 GiB/s Managed Data Pipeline with zero code in their cloud with no additional infrastructure. 📈 A scalable, near-real-time analytics engine. warpstream.com/blog/harnessin…

Learn how WarpStream’s multi-region infrastructure presents as a single pane of glass in the web Console while still being resilient to regional failures. warpstream.com/blog/multiple-…

Disaster recovery & data sharing between regions are intertwined. We explain how to handle them on Kafka & WarpStream, plus talk about RPO=0 Active-Active Multi-Region clusters, which ensure you don't lose a single byte if an entire region goes down. warpstream.com/blog/the-hitch…

Join Ryan Worl and Caleb Grillo on June 17 at 1 p.m. CDT for a WarpStream webinar. Learn about our architecture, how we reduce costs, zero ops auto-scaling, unique features like Agent Groups, and more. Register at events.confluent.io/streammoreandm…

By switching from open-source Apache Kafka to WarpStream, ShareChat was able to implement zero-ops auto-scaling and saved 60% vs. multi-AZ Kafka. They also shared some best practices for optimizing WarpStream ➡️ warpstream.com/blog/cost-effe…

What is WarpStream? Tim Berglund explains storage and compute resources, the trade-offs in BYOC offerings, and how WarpStream provides a more secure and cloud-native solution. Learn more about BYOC 👉 warpstream.com/bring-your-own…

With the buzz around diskless Kafka, it's worth revisiting our launch blog. WarpStream was built with zero disks and object storage in mind from the start to simplify operations and reduce costs ➡️ warpstream.com/blog/kafka-is-…

When S3 is your storage engine, you have to minimize the number of PUTs and GETs you use, as they are the same charge regardless of file size. Learn how WarpStream optimizes read + write paths to drive down costs ➡️ warpstream.com/blog/minimizin…

.Pixel Federation was using Amazon MSK, and their Kafka bill was growing faster than their data volumes, and they had to use complex networking like VPC peering. Learn how switching to WarpStream cut their bill and simplified operations ➡️ warpstream.com/blog/pixelfede…

Interested in WarpStream diskless architecture? Check out this technical talk where we review our cloud-native design and its benefits. Learn even more about our architecture 👉 docs.warpstream.com/warpstream/ove…

.@warpstreamlabs Diagnostics continuously analyzes your clusters to identify potential problems, cost inefficiencies, and ways to improve things ➡️ warpstream.com/blog/warpstrea…

S3 Express One Zone (S3EOZ) prices recently dropped by 85%. We've supported S3EOZ since December 2024. This latest pricing update means our latency is 3x better at only a 15% higher TCO. warpstream.com/blog/warpstrea…

.WarpStream is designed to look and feel exactly like a Kafka cluster, but it has a different implementation and architecture. Because our Agents are stateless, we have to square a circle. We explain how we did that. warpstream.com/blog/hacking-t…

It's a bold claim we're making: that we can reduce Kafka cloud costs by as much as 10x (by removing interzone networking fees and going diskless with object storage). See how our benchmarks show how we do that ➡️ warpstream.com/blog/warpstrea…