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Redpanda Articles

49 articles

Redpanda Topic Compaction: Cleanup and Retention Config

Redpanda Topic Compaction: Cleanup and Retention Config — practical guide covering redpanda setup, configuration, and troubleshooting with real-world ex...

2 min read

Redpanda Topic Name Constraints: Rules and Best Practices

Redpanda doesn't just store your messages; it enforces a surprisingly strict set of rules on your topic names to keep its internal state consistent and .

2 min read

Redpanda Topic Partitions: Configure Count and Replication

Redpanda topic partitions are not just about how many pieces a topic is split into, but how those pieces are distributed and kept safe across your clust.

3 min read

Redpanda Transform SDK in Go: Build Data Transforms

The Redpanda Transform SDK in Go lets you write distributed stream processing logic that runs directly inside Redpanda, eliminating the need for a separ.

3 min read

Redpanda Vectorized I/O: How the Engine Achieves Low Latency

Redpanda's vectorized I/O isn't just about reading and writing data faster; it fundamentally changes how the database interacts with the OS kernel, bypa.

3 min read

Redpanda WASM Transforms: In-Broker Data Pipelines

Redpanda's WASM transforms let you run arbitrary code directly within the broker, transforming data as it flows through Kafka topics.

3 min read

Redpanda Write Cache Disk Config: Tune for Throughput

The Redpanda write cache, a crucial component for its high-throughput, low-latency promise, isn't just a temporary holding pen for data; it's a sophisti.

3 min read

Redpanda ACL Authorization: Users, Roles, and Permissions

Redpanda ACLs are a bit of a shell game, making you think you're controlling access to topics, but you're actually controlling access to principals that.

2 min read

Redpanda Auto-Tuning: Optimize I/O for Your Hardware

Redpanda's auto-tuning aggressively optimizes I/O by dynamically adjusting kernel-level parameters based on real-time workload and hardware observations.

3 min read

Redpanda Backup and Restore: Snapshot and Recovery

Redpanda's snapshot and restore mechanism is surprisingly more about managing the state of your Kafka cluster than simply copying files.

2 min read

Redpanda Cloud BYOC: Deploy in Your Own VPC

Redpanda Cloud BYOC Bring Your Own Cloud isn't just about deploying Redpanda in your VPC; it's about reclaiming control over your cloud infrastructure's.

3 min read

Redpanda Cluster Config Tuning: Key Performance Settings

Redpanda's internal data structures are designed to be row-oriented, which means it might surprise you that optimizing for disk I/O often involves tunin.

4 min read

Redpanda Cluster Health Check: rpk cluster commands

Redpanda's rpk cluster commands are your primary diagnostic tools when things go sideways, and understanding them is key to keeping your cluster humming.

4 min read

Redpanda Connect Pipelines: Build ETL with Benthos

Redpanda Connect Pipelines: Build ETL with Benthos — practical guide covering redpanda setup, configuration, and troubleshooting with real-world examples.

2 min read

Redpanda Consumer Group Rebalancing: Debug and Tune

Consumer group rebalancing is actually a controlled traffic jam, not a graceful handover of work. Let's see it in action

3 min read

Redpanda Consumer Offsets: Manage and Reset

Redpanda Consumer Offsets: Manage and Reset — practical guide covering redpanda setup, configuration, and troubleshooting with real-world examples.

3 min read

Redpanda Dead Letter Queue: Route Failed Messages

Redpanda's Dead Letter Queue DLQ isn't just a place to stash bad messages; it's a crucial component for maintaining data integrity and understanding sys.

2 min read

Redpanda Debug Bundle: Collect Diagnostics for Support

A Redpanda debug bundle is essentially a zipped archive of critical operational data, designed to give Redpanda support engineers a comprehensive snapsh.

3 min read

Redpanda Disk Space: Manage Log Segment Retention

Redpanda Disk Space: Manage Log Segment Retention — practical guide covering redpanda setup, configuration, and troubleshooting with real-world examples.

2 min read

Redpanda Dual Stack: Enable IPv4 and IPv6

Redpanda Dual Stack: Enable IPv4 and IPv6 — practical guide covering redpanda setup, configuration, and troubleshooting with real-world examples.

3 min read

Redpanda Exactly-Once Transactions: Enable and Configure

Redpanda's "exactly-once" transactions don't actually guarantee exactly-once delivery; they guarantee idempotent producers and effectively-once consumer.

3 min read

Redpanda Group Metadata Topic: Internals and Maintenance

Redpanda's group metadata topic isn't just a place for consumer group offsets; it's the central nervous system for Kafka consumer coordination, and its .

2 min read

Redpanda Hardware Requirements: Size Your Cluster

The most surprising thing about sizing Redpanda hardware is that you're not just sizing for raw throughput, but for the predictability of that throughpu.

2 min read

Redpanda HTTP Proxy PandaProxy: Produce and Consume via REST

Redpanda's HTTP Proxy, often called PandaProxy, lets you interact with your Redpanda cluster using standard HTTP requests, meaning you can produce messa.

3 min read

Redpanda Idempotent Producer: Enable Exactly-Once Delivery

The Redpanda Idempotent Producer is a feature that guarantees messages are written to the Redpanda log exactly once, even if the producer sends the same.

2 min read

Redpanda Kafka API Compatibility: Known Gaps and Workarounds

Redpanda's Kafka API compatibility is a massive leap towards making it a drop-in replacement for Kafka, but "drop-in" never means "perfectly identical,".

2 min read

Deploy Redpanda on Kubernetes with Helm Operator

Redpanda on Kubernetes with Helm Operator is less about deploying an application and more about controlling a declarative system of stateful services us.

2 min read

Redpanda Leader Balancer: Even Partition Distribution

The Redpanda leader balancer isn't just about making partitions look even; it's about ensuring your brokers aren't getting overloaded by actively managi.

3 min read

Redpanda Enterprise License: Unlock Advanced Features

Redpanda Enterprise unlocks features beyond the community edition by introducing a licensing mechanism that governs access to specific capabilities.

2 min read

Redpanda Seastar Memory Allocation: Tune per Core

Redpanda's Seastar memory allocator is designed to give each CPU core its own dedicated memory pool, preventing contention and improving performance.

2 min read

Redpanda Message Size Limit: Increase Max Bytes Config

Redpanda's maxbytes configuration isn't just a soft cap; it's a hard boundary enforced by the broker that can prevent producers from sending messages la.

3 min read

Migrate from Kafka to Redpanda: Step-by-Step Guide

Redpanda isn't just a Kafka clone; it's a Kafka-compatible streaming platform built from scratch in C++ with a focus on operational simplicity and perfo.

3 min read

Redpanda Monitoring: Prometheus and Grafana Dashboards

Redpanda's monitoring isn't just about seeing metrics; it's about understanding the emergent behavior of a distributed system as if it were a single, in.

2 min read

Redpanda Multi-AZ Deployment: Survive Zone Failures

A multi-AZ Redpanda deployment doesn't actually guarantee zero downtime during a zone failure; it ensures that your data remains available and can be re.

3 min read

Decommission Redpanda Node: Safe Removal and Rebalance

Redpanda gracefully handles node removal, but it's not as simple as just shutting down a server. Let's say you have a three-node Redpanda cluster runnin.

2 min read

Redpanda P99 Latency: Optimize Produce and Consume

Redpanda's P99 latency for produce and consume operations is a surprisingly good indicator of overall cluster health and network saturation, not just in.

4 min read

Redpanda Raft Consensus: Leader Election Explained

Redpanda's Raft consensus isn't just about picking a leader; it's about ensuring that every node in the cluster agrees on who the leader is, even when n.

3 min read

Redpanda Rolling Upgrade: Zero-Downtime Procedure

Redpanda rolling upgrades are designed to be zero-downtime, but only if you understand that the cluster's consensus mechanism is the single point of con.

2 min read

Redpanda rpk CLI: Admin Operations and Commands

Redpanda's rpk CLI is your primary interface for managing and interacting with a Redpanda cluster, treating it much like a Kafka cluster but with a few .

2 min read

Redpanda Schema Registry: Avro and Protobuf Setup

Redpanda Schema Registry isn't just a place to store schemas; it's the gatekeeper that enforces data contracts between your producers and consumers, ens.

3 min read

Redpanda Security Audit: Compliance and Hardening

Redpanda's security posture is more about proactive hardening than reactive auditing. Let's watch Redpanda in action, securing itself

3 min read

Redpanda Seed Server Bootstrap: Initial Cluster Setup

Redpanda's seed server bootstrap is the magical incantation that brings your initial cluster to life, but it's also where many new clusters go to die.

2 min read

Redpanda SMP Core Pinning: Isolate Cores for Performance

Redpanda SMP Core Pinning dedicates specific CPU cores to Redpanda threads, preventing the operating system's scheduler from moving them around, which d.

3 min read

Redpanda Storage Threshold Alerts: Prevent Disk Full

Redpanda's storage threshold alerts are telling you that a critical component of the system is about to become unavailable because its underlying storag.

4 min read

Redpanda Stress Test: Generate Load and Measure Limits

Redpanda can handle massive throughput, but its limits are more about network and CPU than disk I/O. Let's see Redpanda chug

3 min read

Redpanda Tail Latency Optimization: Cut P99 in Production

Redpanda's tail latency, particularly P99, can be frustratingly high in production, but it's often a sign of a few specific bottlenecks rather than a ge.

5 min read

Redpanda vs Kafka Throughput Benchmarks: Results Explained

Redpanda vs Kafka Throughput Benchmarks: Results Explained — practical guide covering redpanda setup, configuration, and troubleshooting with real-world...

3 min read

Redpanda Tiered Storage: Offload Segments to S3

Redpanda's tiered storage lets you keep an infinite amount of data by offloading older segments to S3, but it's not just a simple cache.

2 min read

Redpanda TLS and SASL Authentication Setup

Setting up TLS and SASL authentication for Redpanda might seem like a complex dance of certificates and secrets, but it boils down to ensuring Redpanda .

3 min read
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