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Open Source Linux
Open Source Linux
May 26, 2021 · Fundamentals

How Hard Drives Store Data: Inside the Mechanics and Architecture

This article explains the types, components, operation principles, data layout, read/write process, locality-based prefetching, fragmentation, capacity calculations, and RAID configurations of modern hard disk drives, providing a comprehensive technical overview for anyone interested in storage fundamentals.

Disk I/ORAIDhard disk
0 likes · 21 min read
How Hard Drives Store Data: Inside the Mechanics and Architecture
Efficient Ops
Efficient Ops
Aug 2, 2020 · Fundamentals

Understanding Modern Data Storage: From Hard Disks to NAS and SAN

This article explains the fundamentals of data storage, covering hard‑disk hardware, internal structures, logical volumes, file systems, and the differences between direct‑attached, network‑attached, and storage‑area network solutions.

Logical VolumeNASSAN
0 likes · 10 min read
Understanding Modern Data Storage: From Hard Disks to NAS and SAN
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Nov 7, 2018 · Artificial Intelligence

Hard Disk Failure Prediction Architecture and Methods Based on SMART Attributes and Machine Learning

The article presents a comprehensive hard‑disk failure prediction framework that addresses data scale, environment, and quality challenges by combining domain‑threshold statistics, wear‑out kink analysis, and parallel machine‑learning models using SMART parameters to improve recall while reducing false alarms.

SMARTfailure predictionhard disk
0 likes · 10 min read
Hard Disk Failure Prediction Architecture and Methods Based on SMART Attributes and Machine Learning
Meituan Technology Team
Meituan Technology Team
May 19, 2017 · Operations

Understanding Hard Disk Architecture and Performance Optimization

The article explains hard‑disk physical structure, how seek time, rotational latency and transfer rate determine IOPS and throughput, and describes Linux I/O stack optimizations—such as caching, scheduling, and append‑only or LSM‑tree designs—to mitigate random‑access bottlenecks and improve overall storage performance.

FilesystemI/O performanceIOPS
0 likes · 28 min read
Understanding Hard Disk Architecture and Performance Optimization
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Dec 22, 2016 · Fundamentals

Uncovering Disk History: From IBM 334 to Modern 4K Alignment

An in‑depth look at the evolution of hard‑disk technology—from IBM’s 1973 Winchester drive to modern 4 KB sector formats—covering disk structure, CHS geometry, fdisk analysis, and the importance of 4K alignment for performance and compatibility.

4K alignmentAdvanced FormatCHS geometry
0 likes · 10 min read
Uncovering Disk History: From IBM 334 to Modern 4K Alignment