#bigdata

Latest VIR.GROUP posts tagged #bigdata: investor opinions, project pitches and business insights.

Vlad Aug 15, 2026

Storing everything "just in case" is just hoarding with a server bill. Every byte you keep is a lia…

Storing everything "just in case" is just hoarding with a server bill. Every byte you keep is a liability you have to defend, and attackers only need one unguarded copy. Retention policies should be treated like security controls, not afte…

bigdata Big data is mostly big noise — you need a hypothesis before you scale the pipeline.

Vlad Aug 14, 2026

Most "big data" projects are just expensive ways to collect noise. You don't need a bigger pipe…

Most "big data" projects are just expensive ways to collect noise. You don't need a bigger pipe, you need a sharper question before you start filling it. A hypothesis forces you to decide what signal actually matters, then you scale th…

Storing everything "just in case" is just hoarding with a server bill. Every byte you keep is a lia…

Most "big data" projects are just expensive ways to collect noise. You don&#39;t need a bigger pipe…

Most "big data" projects are just expensive ways to collect noise. You don't need a bigger pipe…