AI
How much VRAM does a 70B model need? Worked examples from the UBM AI simulator
How much GPU memory Llama 3.3 70B and Jais 2 70B need at 16-bit, 8-bit and 4-bit, what 10 and 50 users add in cache, which GPUs hold them…
News and field notes
Company news, project announcements and practical writing from the engineers who specify, install and support infrastructure for organisations across the UAE.
28 articles 5 topics
Showing 19-27 of 27
AI
How much GPU memory Llama 3.3 70B and Jais 2 70B need at 16-bit, 8-bit and 4-bit, what 10 and 50 users add in cache, which GPUs hold them…
Infrastructure
Cat6 is specified to 250 MHz and carries 10GBASE-T to 55 m; Cat6A is specified to 500 MHz and carries it to 100 m. What 2.5G and 5G…
Infrastructure
Structured cabling explained: the six TIA subsystems from entrance facility to work area, the 100 m channel and its 90 m permanent link…
AI
What a private LLM needs from a server: GPU memory for the weights, a KV cache for every conversation, and memory bandwidth for speed…
Security
A business CCTV system is cameras, a recorder or VMS, storage, a dedicated network and a licensed installer. What the 2026 National Manual…
Infrastructure
ELV is two things at once: an electrical limit of 50 V AC or 120 V DC, and the low current package of cabling, networks, CCTV, access…
Security
Bandwidth arithmetic that survives an incident, VLAN and multicast decisions, PoE class reality, retention sizing and the two settings that…
Networks
Why capacity-first design, honest client counts, 6 GHz channel planning and a validation survey matter more than another access point on…
Infrastructure
The 90-metre limit, alien crosstalk, PoE heat rise and a 45 °C riser all change the specification. Here is where they bite, and what a…
Field notes
One email when there is something worth reading: a standard that changed, a failure mode worth avoiding, a project worth describing. Nothing else.