Storage
16 articles
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NAS vs SAN vs Object Storage: Which Does Your AI Project Need?
NAS shares files, SAN provides raw disks to servers, object storage holds vast numbers of items behind an API. Which fits which AI project.
Wei Fei
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HDD vs SSD for AI Datasets: Where Should Businesses Spend Their Storage Budget?
SSDs are far faster; hard drives are far cheaper per terabyte. A tiering plan that spends on flash only where a GPU would otherwise be waiting.
Wei Fei
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How Much NAS Storage Do You Need for 30, 60 or 90 Days of CCTV Footage?
A CCTV storage sizing guide with the formula and ready tables for 4, 8 and 16 cameras at 30, 60 and 90 days, plus the ways to need...
Wei Fei
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Why Data Locality Matters for AI Performance
Data locality for AI explained: moving data vs moving compute, transfer-time maths for 1GbE to 100GbE, model load times and a tiered storage layout.
Wei Fei
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Vector Database vs Traditional Database: What Changes for AI?
Vector databases vs traditional databases: embeddings, semantic search, when pgvector is enough, memory sizing maths and the hardware to run them.
Wei Fei
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AI Data Pipeline Explained: From Raw Data to Model Deployment
The AI data pipeline explained stage by stage: ingestion, storage, preprocessing, training or indexing, deployment and monitoring, with hardware for each.
Wei Fei
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DGX Station GB300 Storage Planning: How Much NVMe Capacity Do AI Teams Actually Need?
A storage worksheet for DGX Station GB300 teams: model library, RAG caches, fine-tuning checkpoints, usable NVMe and a hot, warm and cold tier plan.
Wei Fei
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How to Connect DGX Station GB300 to Enterprise NAS and High-Speed Storage
How to connect a DGX Station GB300 to a NAS: which port, NFS vs SMB, NFS over RDMA, staging data on local NVMe, link speeds and GPUDirect Storage...
Wei Fei
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The Death of the Traditional Server Room? Why SMEs Are Rethinking On-Premise IT
Hybrid, not dead: what Singapore SMEs keep on-premise, what moves to SaaS or cloud, and what repatriation surveys really show.
Wei Fei
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NAS vs Cloud Storage: Are Singapore SMEs Spending Too Much on Monthly Subscriptions?
NAS vs Microsoft 365, Google Workspace and Dropbox for a 10-user Singapore office: 3-year costs, backup copies, ransomware risk and PDPA points.
Wei Fei
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Is LTO Tape Backup Still Relevant in 2027, or Is It Finally Obsolete?
LTO-10 capacity, shipment data, cost per TB vs hard drives, the air-gap case and when Singapore SMEs should skip tape for NAS or cloud backup.
Wei Fei
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The AI Storage Crisis: Why Fast SSDs May Become the Next Expensive Bottleneck
Why AI demand pushed enterprise SSD prices up in 2026, when storage speed really limits AI, and how SMEs should plan capacity and endurance.
Wei Fei
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The Problem With Buying Refurbished Enterprise Hardware for Production Systems
Refurbished servers, switches and storage: licence transfer fees, firmware access, drive wear, NEA e-waste rules and when used gear is fine to deploy.
Wei Fei
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Why Enterprise SSDs Cost So Much More Than Consumer SSDs
Enterprise SSD vs consumer SSD: endurance (DWPD, TBW), power-loss protection, latency, U.2 and E3.S form factors and when a client drive is fine. Singapore.
Wei Fei
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Your Expensive SSD Could Lose Data Without Warning
SSDs can fail suddenly. Learn the failure modes, what SMART can and cannot warn you about, power-loss protection and 3-2-1 backup for Singapore businesses.
Wei Fei
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10GbE Networking in a Small Office: Brilliant or Completely Unnecessary?
Is 10GbE worth it for a small office? Who benefits (NAS, video, backups, AI), Cat6a cabling, SFP+ vs RJ45 and real switch and NIC prices in Singapore.
Wei Fei
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Wei Fei
