Tagged articles
20 articles
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Tech Freedom Circle
Tech Freedom Circle
Oct 23, 2025 · Databases

Why Consistent Hashing Fails: Why Redis, HBase, TiDB and Ceph Have Dropped It

The article examines the fundamental limitations of consistent hashing—its inability to preserve data locality, support range queries, and handle topology awareness—explaining why major storage systems such as Redis Cluster, TiDB, Ceph, and HBase have adopted alternative sharding strategies like hash slots, range partitioning, and CRUSH.

CRUSHCephHBase
0 likes · 45 min read
Why Consistent Hashing Fails: Why Redis, HBase, TiDB and Ceph Have Dropped It
Architects' Tech Alliance
Architects' Tech Alliance
Oct 5, 2022 · Cloud Native

Ceph Distributed Storage System: Architecture, CRUSH Algorithm, and Storage Backend Evolution

This article introduces Ceph's distributed storage architecture, explains the CRUSH data placement algorithm, compares FileStore and BlueStore backends, and discusses performance optimizations and emerging storage technologies for cloud‑native environments, including considerations of scalability, fault tolerance, and hardware integration.

BlueStoreCRUSHCeph
0 likes · 12 min read
Ceph Distributed Storage System: Architecture, CRUSH Algorithm, and Storage Backend Evolution
Architects' Tech Alliance
Architects' Tech Alliance
Jun 30, 2021 · Cloud Computing

Ceph Distributed Storage System: Architecture, CRUSH Algorithm, and Backend Evolution

This article provides a comprehensive overview of Ceph, covering its origins, cluster architecture, CRUSH data placement algorithm, unified access interfaces, the transition from FileStore to BlueStore, and emerging storage back‑ends such as SeaStore and PFStore, highlighting performance characteristics and design trade‑offs.

BlueStoreCRUSHCeph
0 likes · 12 min read
Ceph Distributed Storage System: Architecture, CRUSH Algorithm, and Backend Evolution
Open Source Linux
Open Source Linux
Jan 27, 2021 · Fundamentals

Unlocking Ceph: A Deep Dive into Distributed Storage Architecture and Features

This article provides a comprehensive overview of Red Hat Ceph’s distributed object‑storage architecture, covering storage pools, authentication, placement groups, the CRUSH algorithm, replication, erasure coding, internal operations, high‑availability mechanisms, client interfaces, and encryption, illustrated with diagrams and practical details.

CRUSHCephReplication
0 likes · 40 min read
Unlocking Ceph: A Deep Dive into Distributed Storage Architecture and Features
Architects' Tech Alliance
Architects' Tech Alliance
Jan 25, 2021 · Fundamentals

Ceph Storage Architecture Overview and Detailed Technical Features

This article provides a comprehensive technical overview of Red Hat Ceph, covering its distributed object storage design, cluster architecture, storage pools, authentication, placement groups, CRUSH algorithm, I/O operations, replication, erasure coding, internal management tasks, high availability, client interfaces, data striping, and encryption mechanisms.

CRUSHCephData Striping
0 likes · 42 min read
Ceph Storage Architecture Overview and Detailed Technical Features
Architects' Tech Alliance
Architects' Tech Alliance
Nov 9, 2020 · Cloud Computing

Ceph Storage Architecture: Overview, Cluster Design, Client Interfaces, and Encryption

This article provides a comprehensive technical overview of Red Hat Ceph, covering its distributed storage architecture, cluster components, storage pool types, authentication, placement algorithms, I/O paths, replication and erasure‑coding strategies, internal management operations, high‑availability mechanisms, client libraries, data striping, and encryption details.

CRUSHCephData Striping
0 likes · 39 min read
Ceph Storage Architecture: Overview, Cluster Design, Client Interfaces, and Encryption
21CTO
21CTO
Jun 8, 2019 · Cloud Computing

Unlocking Ceph: Deep Dive into Architecture, IO Flow, Heartbeat, CRUSH & QOS

This article provides a comprehensive overview of Ceph, covering its architecture and use cases, detailed IO processes, heartbeat mechanisms, communication framework, the CRUSH data placement algorithm, and customizable RBD QoS policies, illustrated with diagrams and code snippets to help readers understand and implement Ceph in cloud environments.

CRUSHCephIO Architecture
0 likes · 27 min read
Unlocking Ceph: Deep Dive into Architecture, IO Flow, Heartbeat, CRUSH & QOS
Architects' Tech Alliance
Architects' Tech Alliance
May 15, 2019 · Fundamentals

Red Hat Ceph Storage Architecture Guide – Overview and Core Concepts

This article provides a comprehensive overview of Red Hat Ceph's distributed object storage architecture, covering storage pools, CRUSH placement, authentication, I/O workflows, internal operations, client interfaces, data striping, erasure coding, high availability, and encryption mechanisms for secure, scalable deployments.

CRUSHCephdistributed storage
0 likes · 40 min read
Red Hat Ceph Storage Architecture Guide – Overview and Core Concepts
Architects' Tech Alliance
Architects' Tech Alliance
Sep 5, 2018 · Fundamentals

Red Hat Ceph Storage Architecture Overview and Key Components

This article provides a comprehensive English translation of the Red Hat Ceph Storage Architecture Guide, covering Ceph's distributed object storage concepts, cluster architecture, storage pools, CRUSH algorithm, replication and erasure‑coding I/O, internal operations, high‑availability mechanisms, client interfaces, and encryption considerations for cloud environments.

CRUSHCephReplication
0 likes · 40 min read
Red Hat Ceph Storage Architecture Overview and Key Components
Architecture Digest
Architecture Digest
Jul 15, 2018 · Cloud Computing

Ceph Architecture Overview: Features, Core Components, IO Workflow, Heartbeat, Communication Framework, CRUSH Algorithm, and QoS

This article provides a comprehensive technical overview of Ceph, covering its architecture, key components, storage interfaces, IO processes, heartbeat mechanisms, communication framework, CRUSH data placement algorithm, and customizable QoS strategies for distributed storage systems.

CRUSHCephHeartbeat
0 likes · 24 min read
Ceph Architecture Overview: Features, Core Components, IO Workflow, Heartbeat, Communication Framework, CRUSH Algorithm, and QoS