Topic guide
Explore publications on data centre operations, maintenance, monitoring and routine technical processes. Review operational guidance in the context of your facility’s equipment, responsibilities and procedures.
145–168 / 232
Proceedings of the ACM Symposium on Cloud Computing (ACM) 2024
Keep embodied-carbon amortisation (TE x T/EL) in procurement, refresh and design-option comparisons, and use operational carbon only for runtime placement and scheduling recommendations.
Schneider Electric 2012
Require design criteria (tier, density, capacity) to be derived from stated business goals before site and space tools are used.
arXiv preprint (University of Alberta) 2026
In large-load interconnection negotiation, present AI load flexibility (a deferral window of up to about 3 hours) as a lever for interconnection capacity and timing; returns diminish beyond 3 hours.
Huawei Digital Power 2024
For lithium BESS/UPS rooms, require detection and segregation sized for a 30-60 s runaway escalation.
Frontiers in Toxicology (Frontiers Media SA) 2026
When selecting a two-phase immersion fluid, add toxicology and occupational exposure limit (here WEEL 200 ppm) to the specification alongside boiling point (40-60 °C), dielectric strength, non-flammability and material compatibility.
arXiv preprint (Nanyang Technological University / NVIDIA AI Technology Center) 2025
For fast what-if analysis consider a CFD-trained surrogate (inference about 0.01 s), but state that the surrogate is only as accurate as the CFD it was trained on and is not validated against measurements.
Türk Tesisat Mühendisleri Derneği (TTMD) - TTMD Dergisi 2026
Offer sparse-sensor temperature-field reconstruction in monitoring and digital-twin features as a fast alternative to CFD, flagged as model-based.
arXiv preprint (Emerald AI / NVIDIA / Salt River Project / EPRI) 2025
Provide a demand-response calculator that maps a workload mix and flexibility tiers (allowed throughput loss) to achievable curtailment depth and duration, with ramp-time settings to avoid rebound.
Uptime Institute 2025
When presenting availability improvements, emphasise procedure adherence and training alongside topology.
Uptime Institute 2016
In colocation or tenant scenarios, state explicitly that SLA credits rarely cover outage cost.
Uptime Institute 2017
Offer a 'distributed / IT-level resiliency' option in the redundancy selector, but do not automatically downgrade site topology because of it.
Uptime Institute 2019
In reliability analysis, weight on-site power as the single largest outage cause and assess redundancy (UPS, generators, distribution) accordingly.
Uptime Institute 2020
Preset the default 'typical' rack density for enterprise halls at around 8 kW, and offer explicit high-density options.
Uptime Institute 2021
Include WUE and carbon outputs by default in the sustainability report, since most operators do not measure them.
Uptime Institute 2022
When selecting a UPS topology, cite UPS failure as the leading power-incident cause and offer a maintenance bypass and redundant modules as defaults.
Uptime Institute 2021
When building a failure-mode catalogue, list the UPS, ATS/STS and generator as the main power-outage contributors.
Uptime Institute 2024
Structure the operational-readiness checklist around the seven M&O segments.
Uptime Institute 2021
Use a design, build and operate role taxonomy in an operations staffing calculator.
Uptime Institute 2022
Use the outage-cost distribution to justify redundancy upgrades: over $100,000 is common and over $1 million occurs in roughly one in four to five outages.
Uptime Institute 2023
Keep the default rack-density preset for enterprise facilities below about 6-8 kW.
Uptime Institute 2024
Compare the design rack density with the industry distribution; treat values above 30 kW as far above norms and trigger liquid-cooling and floor-loading checks.
Kişisel Verileri Koruma Kurumu (KVKK) 2017
For customers who self-host SoSo CAD, generate a VERBİS-ready inventory (purposes, data categories, recipients, foreign transfers, security measures) from the product's data-processing configuration.
Caterpillar 2021
Warn when planned monthly exercise or normal running load is under 30% of rating, and recommend load-bank testing or a reduced set count.
Eaton 2018
Add arc-flash attributes per switchboard (available fault current, clearing time, maintenance-mode/ZSI availability, working distance) and compute incident energy per IEEE 1584 for line and load side.
All content and rights belong to the respective authors and publishers. SoSo CAD provides only the citation, its own summary and a link to the source, and is not responsible for the sources' content.
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