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data reduction

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Code Ape Tech Column
Code Ape Tech Column
Jul 25, 2022 · Databases

Eight Database Optimization Strategies: Reducing Data Volume, Leveraging Space, and Selecting the Right Storage System

This article presents a systematic guide for backend engineers on diagnosing why databases become slow and offers eight practical optimization solutions—including data reduction, space‑for‑performance techniques, and appropriate storage system choices—organized by the layer of the stack they target.

CQRSDatabase OptimizationNoSQL
0 likes · 20 min read
Eight Database Optimization Strategies: Reducing Data Volume, Leveraging Space, and Selecting the Right Storage System
Architects' Tech Alliance
Architects' Tech Alliance
Jun 18, 2017 · Fundamentals

Differences and Implementation of Data Deduplication and Compression in Primary Storage and Flash Systems

This article explains the technical distinctions between data deduplication and compression, compares their use in backup versus primary storage environments, and details how major vendors implement these technologies in SSD and flash arrays, highlighting performance, architectural, and operational considerations.

Deduplicationcompressiondata reduction
0 likes · 16 min read
Differences and Implementation of Data Deduplication and Compression in Primary Storage and Flash Systems