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Ceph

As explained in Architecting an Apache Iceberg Lakehouse

Ceph is an open-source distributed storage platform that provides object, block, and file storage.

Ceph is an open-source distributed storage platform for object, block, and file storage. In an Apache Iceberg lakehouse, its RADOS Gateway exposes an S3-compatible object interface for private data centers and hybrid environments, preserving control without depending on public-cloud storage. section 5.4.7

Use Ceph when architectural control and distributed durability outweigh operational simplicity:

  • Build object storage through RGW while RADOS distributes, replicates, and maintains consistency across cluster nodes. section 5.4.7
  • Choose replication or erasure coding, self-healing, and rebalancing to support durability and recovery from hardware failures. section 5.4.7
  • Plan topology, replication factors, hardware, network bandwidth, and IOPS carefully; performance depends substantially on deployment and tuning. section 5.4.7
  • Expect more operational complexity than simpler self-managed object stores, particularly when interactive workloads demand consistently low latency. section 5.4.7 section 5.5.1

Private Iceberg lakehouse

A mature infrastructure team can deploy Ceph in a private data center, use RGW as the Iceberg object-storage backend, and retain unified object, block, and file capabilities. The team must provision cluster capacity and tune topology, replication, networking, and IOPS before relying on high-throughput concurrent access. section 5.4.7

Restricted internal R&D data

Ceph can support multitenant Iceberg deployments with role-based access controls and centralized identity through Keystone or LDAP, although enforcement may require more manual configuration than cloud-native platforms. section 5.5.2

How Architecting an Apache Iceberg Lakehouse covers it

How deep it goes
Explains RADOS, RGW, durability mechanisms, and tuning concerns, but stops short of deployment commands or configuration details.
Examples
Uses private Iceberg lakehouses, concurrent access workloads, and restricted internal R&D data as selection scenarios.
What you can do after
Evaluate Ceph against workload latency, throughput, durability, governance, and operational-control requirements.
How it connects
Connects object storage with Apache Iceberg, RADOS, RGW, replication, erasure coding, role-based access control, and LDAP.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Architecting an Apache Iceberg Lakehouse. The section links point to the parts of the book it draws on.