Petascale Labs
The PlatformSystem DesignArcade
RoadmapCoursesChallengesTopicsToolsFree
PricingBlog
Curriculum
  • Storage & File Formats
  • Ingestion & Transport
    Apache Kafka: Fundamentals
    Apache Kafka: Internals & Protocol Deep Dive
    • 01The Commit Log: Why Kafka's Storage Is the Whole IdeaFree
    • 02Log Segments, Indexes & Page Cache🔒
    • 03Producers Under the Hood: Batching, Linger, Compression🔒
    • 04The Replication Protocol & In-Sync Replicas (ISR)🔒
    • 05Leader Election & The Controller (ZooKeeper → KRaft)🔒
    • 06Consumer Group Protocol & Rebalance (Eager vs Cooperative)🔒
    • 07Offset Management & __consumer_offsets🔒
    • 08Idempotent Producers🔒
    • 09Transactions & Exactly-Once Semantics (EoS)🔒
    • 10Log Compaction Deep Dive🔒
    • 11Tiered Storage🔒
    • 12Share Groups and Queue Semantics (KIP-932)🔒
    • 13Quotas, Throttling & Multi-Tenancy Internals🔒
    • 14Reading the Wire Protocol (request/response, fetch sessions)🔒
    • 15Capstone: Diagnose a Real Production Incident from Metrics🔒
    Apache Kafka: Operations, Performance & Reliability
  • Open Table Formats
  • Compute Engines
  • Orchestration & Pipelines
  • PII & Data Governance
  • Query Engines & OLAP
  • Semantic & Metrics Layer
CoursesChallenges
  1. Home/
  2. Curriculum/
  3. Ingestion & Transport/
  4. Apache Kafka: Internals & Protocol Deep Dive

Apache Kafka: Internals & Protocol Deep Dive

Broker internals, replication, ISR, controller, log layout, and the Kafka wire protocol.

Open the hood on Kafka: log segments, replication protocol, ISR, controller, KRaft, consumer rebalance, idempotent producers, transactions, log compaction, tiered storage, and share groups, so you can debug, tune, and operate Kafka at production depth.

Advanced15 chapters· 5h· in Ingestion & Transport

Course content

  1. 01The Commit Log: Why Kafka's Storage Is the Whole IdeaFree
  2. 02Log Segments, Indexes & Page Cache🔒
  3. 03Producers Under the Hood: Batching, Linger, Compression🔒
  4. 04The Replication Protocol & In-Sync Replicas (ISR)🔒
  5. 05Leader Election & The Controller (ZooKeeper → KRaft)🔒
  6. 06Consumer Group Protocol & Rebalance (Eager vs Cooperative)🔒
  7. 07Offset Management & __consumer_offsets🔒
  8. 08Idempotent Producers🔒
  9. 09Transactions & Exactly-Once Semantics (EoS)🔒
  10. 10Log Compaction Deep Dive🔒
  11. 11Tiered Storage🔒
  12. 12Share Groups and Queue Semantics (KIP-932)🔒
  13. 13Quotas, Throttling & Multi-Tenancy Internals🔒
  14. 14Reading the Wire Protocol (request/response, fetch sessions)🔒
  15. 15Capstone: Diagnose a Real Production Incident from Metrics🔒

Prerequisites

↗Apache Kafka: Fundamentals

Read the first chapter free

Start reading now — no account required for the free chapters.

Start: The Commit Log: Why Kafka's Storage Is the Whole Idea →More in Ingestion & Transport
Petascale Labs

The physics layer of data

From byte-level storage to business-grade metrics. Built with depth, not breadth.

Curriculum

Data Engineer RoadmapAll strataStorage & File FormatsIngestion & TransportOpen Table FormatsCompute EnginesOrchestration & PipelinesQuery Engines & OLAPSemantic & Metrics LayerPII & Data Governance

System Design

OverviewBrowse Catalog

Arcade

Simulation ArcadeAll Challenges

Tools

All toolsParquet ViewerFreeSCD PlaygroundFreePII Masking GeneratorFree

Company

AboutBlogContact

Legal

Privacy PolicyTerms of ServiceCookie Policy

Email

hello@petascalelabs.com

Support

support@petascalelabs.com

Company

Petascale Labs, Inc.

© 2026 Petascale Labs, Inc. All rights reserved.

PrivacyTermsCookiesContact