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GPU AI Infrastructure Vendors

Hyperscale Architect

Research: Trade Journals
Dominant · Reddit Posts ρ=0.532

AI recommendation signal analysis across 94 domains for the Hyperscale Architect persona in GPU AI Infrastructure Vendors.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
Download this report (.xlsx)
94Domains Tracked
Hyperscale Architect_persona.report
DomainScore
datacenterdynamics.com
1.0
prnewswire.com
0.4
instagram.com
0.2
market.us
0.1
youtube.com
0.1
Domains rankedn = 25
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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Pitch the trades

The trade journals covering this industry. Target them for PR, contributed articles, and industry announcements.

How It's Calculated

Where the numbers come from

We run trade journals queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Trade Journals

Domains appearing in Google results for Hyperscale Architect's Research: Trade Journals queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Hyperscale Architect's Research: Trade Journals queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
Hyperscale Data completes Nvidia GPU cluster installationhttps://www.datacenterdynamics.com/en/news/hyperscale-data-completes-nvidia-gpu-cluster-installation/14496394
Hyperscale Data to Launch On-Demand NVIDIA GPU ...https://www.prnewswire.com/news-releases/hyperscale-data-to-launch-on-demand-nvidia-gpu-cloud-from-michigan-ai-campus-302592318.html164971895
The scale of AI compute infrastructure has officially moved ...https://www.instagram.com/p/DW3Ec0TlF53/193998197
AI Training GPU Cluster Sales Market Size | CAGR of 17%https://market.us/report/ai-training-gpu-cluster-sales-market/142963495
Hyperscale Data (NYSE American: $GPUS) • Company ...https://www.youtube.com/watch?v=iBj1mAXQc8w&vl=en191997597
Global Hyperscale Data Center GPU Market to Reach USD ...https://uk.finance.yahoo.com/news/global-hyperscale-data-center-gpu-151100525.html169973395
GPUS Stock Price and Chart — AMEX:GPUShttps://www.tradingview.com/symbols/AMEX-GPUS/151972395
Hyperscale Data in talks on 20MW AI deal up to $1Bhttps://www.stocktitan.net/news/GPUS/hyperscale-data-announces-advanced-negotiations-toward-executing-a-qnvl4p63k4no.html12895194
Deep Learning Workload Scheduling in GPU Datacentershttps://dl.acm.org/doi/full/10.1145/3638757163976296
GPUs should be like taxis. | Carl Petersonhttps://www.linkedin.com/posts/cpeterson42_gpus-should-be-like-taxis-this-sounds-stupid-activity-7350613809822064643-N6LH190987397
Top 10: Fastest Growing Data Centre Companieshttps://datacentremagazine.com/top10/top-10-fastest-growing-data-centre-companies131952495
Hyperscale Data, Inc. Common Stock (GPUS) Press ...https://www.nasdaq.com/market-activity/stocks/gpus/press-releases153971795
SemiAnalysis on Instagram: "Your cheap GPU cluster might ...https://www.instagram.com/reel/DXz3W9iEm_R/193998197
NVIDIA HGX Platform: Data Center Physical Requirements ...https://intuitionlabs.ai/articles/nvidia-hgx-data-center-requirements123951795
Research at NVIDIA | Advancing the Latest Technologyhttps://www.nvidia.com/en-us/research/158972695
What's going on with $GPUS hyperscale data? : r/Pennystockhttps://www.reddit.com/r/Pennystock/comments/1q0y5sv/whats_going_on_with_gpus_hyperscale_data/172976496
What Will It Take to Build the World's Largest Data Center?https://spectrum.ieee.org/5gw-data-center158974396
Hyperscale Data (GPUS) Stock: Massive AI News Sparks ...https://www.youtube.com/watch?v=BusOBNRHQHY191997597
Hyperscale AI data centershttps://www.facebook.com/technologyreview/posts/the-race-for-ai-supremacy-has-supercharged-data-centers-hyperscale-ai-data-cente/1334991395156674/196997897
What Is an AI Data Center?https://www.ibm.com/think/topics/ai-data-center166973895
GPUS.PRD | Hyperscale Data Inc. 13% Cum. Redeem. Pfd ...https://www.wsj.com/market-data/quotes/GPUS.PRD/research-ratings163972595
Survey of HPC in US Research Institutionshttps://arxiv.org/html/2506.19019v1165976196
The Hyperscale Revolution: Navigating the Global Data ...https://humansoftechnology.com/en/the-hyperscale-revolution-navigating-the-global-data-center-boom/1094093
Hyperscale Data stock tumbles on $300M share offeringhttps://www.investing.com/news/stock-market-news/hyperscale-data-stock-tumbles-on-300m-share-offering-93CH-4750995153972295
Inside 100000+ GPU Clusters Powering Next-Generation ...https://www.datacenters.com/news/inside-the-100-000-gpu-clusters-powering-next-generation-ai-data-centers12495294
Hyperscale Data Stock Drops Despite Completing First ...https://stocktwits.com/news-articles/markets/equity/hyperscale-data-shares-drop-despite-completing-first-nvidia-gpu-installation/chJ3iDORbEC142963995
Nvidia GPUs, Saudi AI, and Export Controlshttps://vision2030.ai/analysis/nvidia-gpus-saudi-arabia-ai-chips-export-controls/1394294
Global GPU Sourcing Crunch Reshapes the ...https://www.electropages.com/blog/2025/11/global-gpu-sourcing-crunch-reshapes-semiconductor-market11995093
What is a GPU Cluster?https://www.rcrwireless.com/20250314/fundamentals/what-is-a-gpu-cluster13696994
Integrated Optics: Breaking the Bandwidth Bottleneck for ...https://www.photonics.com/Articles/Integrated-Optics-Breaking-the-Bandwidth/a7199313396694
Hyperscale Data, Inc. to Launch On-Demand Nvidia GPU ...https://www.marketscreener.com/news/hyperscale-data-inc-to-launch-on-demand-nvidia-gpu-cloud-from-michigan-ai-campus-ce7d5dd8db88f52d13896494
Tag: Hyperscale data centers - Colocation - Yottahttps://colocation.yotta.com/tag/hyperscale-data-centers/11995394
Hyperscale Data (GPUS) Increases Bitcoin Holdings to $44 ...https://bitcoinmagazine.com/news/hyperscale-data-increases-bitcoin-holdings136963195
Scaling the Silicon: Why GPUs are Leading the AI Data ...https://www.signalintegrityjournal.com/articles/4045-scaling-the-silicon-why-gpus-are-leading-the-ai-data-center-boom11495094
Hyperscale Data to Mine Bitcoin, Expand AI Data Center in ...https://www.dbusiness.com/hustle-and-muscle-articles/hyperscale-data-to-mine-bitcoin-expand-nvidia-ai-data-center-in-michigan/13195094
Supermicro on Instagram: "What are the advantages of PCIe ...https://www.instagram.com/reel/DWzD4klEbL_/?hl=en193998197
A Penny Stock Between AI Infrastructure and Bitcoin - Kalkinehttps://www.kalkine.com/news/industrials/hyperscale-data-nyse-americangpus-a-penny-stock-between-ai-infrastructure-and-bitcoin?srsltid=AfmBOoq6QmbL6H9WvKwaw-g7DcdWzUZ-zumSDRnSeUOYBKkVykWqMLmK1295393
Skorpios Unveils Revolutionary 1.6 Tbps and 6.4 Tbps Optical ...https://www.mansfieldnewsjournal.com/press-release/story/408014/skorpios-unveils-revolutionary-1-6-tbps-and-6-4-tbps-optical-engines-to-deliver-lowest-cost-per-bit-for-ai-data-centers/12196194
Inside America's Nearly USD 700 Billion Data Center ...https://www.telecomreviewamericas.com/articles/reports-and-coverage/inside-americas-nearly-usd-700-billion-data-center-expansion-driven-by-ai-and-gpus/11395294
Nvidia Reveals Next-Gen Blackwell GPUs, Promised ... - CRNhttps://www.crn.com/news/components-peripherals/2024/nvidia-reveals-next-gen-blackwell-gpus-promised-to-unlock-breakthroughs-in-genai146971394
Hyperscale Market Shifts: AI, Neoclouds, and the New ...https://www.techshowlondon.co.uk/exhibitor-press-releases/hyperscale-market-shifts-ai-neoclouds-and-the-new-limits-of-data-centers12995094
AI: The secret AI supercomputers powering XTX Markets and ...https://lex.substack.com/p/ai-the-secret-ai-supercomputers-powering16597695
GPUS Insider Trades Hyperscale Datahttps://marketchameleon.com/Overview/GPUS/InsiderTrades/114951194
How the American Oligarchy Went Hyperscalehttps://www.motherjones.com/politics/2026/04/american-oligarchy-hyperscale-data-centers-meta-openai-oracle-x-musk-altman-zuckerberg-bezos/143961995
How to migrate running GPU workloads in VMware private ...https://www.linkedin.com/posts/paulmah_everydaytechstories-activity-7356611597919809540-RmSG190987397
From Hyperscale Optimizations to Universal Deployabilityhttps://ojs.aaai.org/index.php/AAAI/article/view/41324/45285143963495
Press Releaseshttps://hyperscaledata.com/press-releases1795394
AI Boom Sparks Laser Crunch as Nvidia Tightens Grip on ...https://iconnect007.com/article/147995/ai-boom-sparks-laser-crunch-as-nvidia-tightens-grip-on-supply-chain/147992124952394
Hyperscale Market Shifts: AI, Neoclouds, and Data Center ...https://www.aflhyperscale.com/articles/hyperscale-market-shifts-ai-neoclouds-and-the-new-limits-of-data-centers/11295093
High-capacity Optics for Next-Gen GPU Clusters - Fibre Systemshttps://www.fibre-systems.com/webcast/break-bottleneck-high-capacity-optics-next-gen-gpu-clusters11595093
Immersion cooling market set for rapid AI-driven growthhttps://rcrtech.com/ai-infrastructure/immersion-cooling-market-set-for-rapid-ai-driven-growth/11495494
Data Center Worldhttps://datacenterworld.com/139951994
Meta's $100B AMD Deal Shatters NVIDIA's GPU Monopolyhttps://introl.com/blog/meta-amd-100-billion-gpu-deal-nvidia-exclusivity118951495
Why High Energy Prices Have Halted OpenAI's Stargate ...https://energydigital.com/news/why-high-energy-prices-have-halted-openais-uk-stargate-plan126951895
Hyperscale Data Advances Major AI Colocation Deal in ...https://www.theglobeandmail.com/investing/markets/stocks/GPUS/pressreleases/2504237/hyperscale-data-advances-major-ai-colocation-deal-in-michigan/15097995
Hyperscale Data Signs 20 MW AI Deal, Shifts Focus from ...https://cryptonews.net/news/mining/33060170/124952095
Nvidia expands its deep learning inference capabilities for ...https://www.designworldonline.com/nvidia-expands-its-deep-learning-inference-capabilities-for-hyperscale-datacenters/13295093
Hyperscale Datacenter Market Size, Research Report 2025https://www.mordorintelligence.com/industry-reports/hyperscale-datacenter-market149972095
Siemens & nVent's Plan for AI-Ready Sustainable Data ...https://sustainabilitymag.com/news/siemens-and-nvent-unveil-nvidia-ai-data-centre-blueprint134953195
How Optical Switches Can Cut AI Hyperscale Data Center ...https://www.eejournal.com/article/how-optical-switches-can-cut-ai-hyperscale-data-center-power-by-40/13796695
$GPUS (Hyperscale Data Inc.) — AI data-center torque ...https://www.reddit.com/r/pennystocks/comments/1oijw79/gpus_hyperscale_data_inc_ai_datacenter_torque/172976496
Hyperscale Data Stock Pulls Back After Rally Sparked By ...https://www.benzinga.com/markets/tech/26/06/60104713/hyperscale-data-stock-pulls-back-after-rally-sparked-by-ai-data-center-deal143961195
New PCIe AI accelerator promises massive ...https://www.techradar.com/pro/tiny-company-steals-amds-thunder-and-challenges-nvidia-with-old-tech-pcie-ai-accelerator-that-runs-700b-llms-locally-sipping-just-240w-thanks-to-decade-old-ddr4-and-28nm-chips155972195
Duos Technologies finalizes NVIDIA GPU cluster deal in ...https://www.bizjournals.com/jacksonville/news/2026/03/13/duos-technologies-data-center-deployment.html166971595
Hyperscale Data (GPUS) — Penny Stock or Future AI ...https://www.youtube.com/watch?v=CSp3iD74FAE191997597
How is NVIDIA Networking Powering the Largest AI ...https://analyticsindiamag.com/ai-news-updates/nvidia-ethernet-networking-accelerates-worlds-largest-ai-supercomputer-built-by-xai/137963195
Ayar Labs: AI Scale-up Beyond the Rackhttps://ayarlabs.com/119951395
Nvidia's Market Capitalization Surges, But For How Longhttps://gfmag.com/technology/nvidias-market-capitalization-surges-but-for-how-long/134962795
What Is a Hyperscale Data Center and Why Is It Critical for AI ...https://readmagazine.com/featured-article/what-is-a-hyperscale-data-center-and-why-is-it-critical-for-ai-and-cloud-infrastructure-growth/11095694
Hyperscaler buildouts eclipse enterprise data center ...https://www.ciodive.com/news/hyperscale-ai-infrastructure-eclipses-enterprise-data-center-capacity-srg/751744/14496594
The sovereign advantage for Canadian AIhttps://financialpost.com/sponsored/news-sponsored/the-sovereign-advantage-for-canadian-ai144973995
Hyperscale Data Upgrading Bitcoin Mining Fleet as ...https://www.barchart.com/story/news/35095175/hyperscale-data-upgrading-bitcoin-mining-fleet-as-michigan-ai-campus-expands13596894
After the Power Crunch, AI Infrastructure Hits a Silicon Wallhttps://www.datacenterknowledge.com/infrastructure/after-the-power-crunch-ai-infrastructure-hits-a-gpu-wall14196294
Under the hood: Amazon EKS ultra scale clustershttps://aws.amazon.com/blogs/containers/under-the-hood-amazon-eks-ultra-scale-clusters/177976196
Hyperscale Data Issues Letter to Stockholdershttps://x.com/ToddAultIII/status/1959993243363659845183979297
AI-driven cooling technologies for high-performance data ...https://www.sciencedirect.com/science/article/pii/S221313882500342X165972595
GPU Clusters for AI: Scalable Solutions for Growing ...https://www.nexgencloud.com/blog/case-studies/gpu-clusters-for-ai-scalable-solutions-for-growing-businesses12395094
WEKA Supports Accelerated Compute at Scale at ISC2026https://www.linkedin.com/posts/weka-io_isc2026-activity-7465438046344314880-VEUU190987397
Akamai Deploys NVIDIA Blackwell GPUs at the Edgehttps://datacentremagazine.com/news/akamai-aquires-nvidia-blackwell-gpu131952495
The cost of compute: A $7 trillion race to scale data centershttps://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/the-cost-of-compute-a-7-trillion-dollar-race-to-scale-data-centers162972995
Gorilla Technology, Yotta ink AI infrastructure deal ...https://www.businesstoday.in/technology/story/gorilla-technology-yotta-ink-ai-infrastructure-deal-to-deploy-5000-gpus-in-india-520999-2026-03-1714196395
Hyperscale Data sets $300M at-the-market offering | GPUS ...https://www.stocktitan.net/news/GPUS/hyperscale-data-announces-at-the-market-offering-of-common-s800sdj1u3kb.html12895194
Hyperscale Data Offers Ambitious Growth Roadmap, But ...https://es.tradingview.com/news/stocktwits:e9b1f04ab094b:0-hyperscale-data-offers-ambitious-growth-roadmap-but-investors-hit-sell-button-on-gpus-stock/151972395
Prithvi Raj Agrawal on Instagram: "The projects, which will ...https://www.instagram.com/reel/DYdv7Iizo4T/193998197
Skorpios Unveils Revolutionary 1.6 Tbps and 6.4 Tbps Optical ...https://www.pnj.com/press-release/story/44404/skorpios-unveils-revolutionary-1-6-tbps-and-6-4-tbps-optical-engines-to-deliver-lowest-cost-per-bit-for-ai-data-centers/13196395
Inside the relentless race for AI capacityhttps://ig.ft.com/ai-data-centres/165972795
Cadence Accelerates AI-Driven Engineering Design and ...https://www.cadence.com/en_US/home/company/newsroom/press-releases/pr/2025/cadence-accelerates-ai-driven-engineering-design-and-science.html13796695
AI Factory Expansion: HPE and Nvidia's Blackwell AI Leaphttps://aimagazine.com/articles/hpe-and-nvidia-expand-ai-factory-offerings-with-blackwell135952495
Hyperscale Data, Inc. - GPUS - Stock Price Todayhttps://www.zacks.com/stock/quote/GPUS13496794
HIVE Expands NVIDIA Chip Suite to Power AI Boom with ...https://www.hivedigitaltechnologies.com/news/hive-expands-nvidia-chip-suite-to-power-ai-boom-with-30-million-h100-and-h200-gpu-clusters-to-be-deployed-in-quebec/11895494
GPU Industry News | AI Infrastructure & Aftermarket Updateshttps://gpuresource.com/gpu-industry-news/1092092
STT GDC announces availability of AI-ready data centreshttps://dcnnmagazine.com/data-centres/stt-gdc-announces-availability-of-ai-ready-data-centres/117951094
100,000+ GPU Clusters Are Transforming Data Center Energy ...https://www.datacenterenergy.com/news/inside-the-100-000-gpu-clusters-powering-next-generation-ai-data-centers-a359dca6-8f16-40ae-8288-98167f3c0a181093092
GPUS Stock Alert: $3 Billion AI Deal Explodes Hyperscale ...https://www.youtube.com/watch?v=5-jhIVFFius191997597
Hyperscale Data Expects Financing Agreements To ...https://www.rttnews.com/3548039/hyperscale-data-expects-financing-agreements-to-significantly-bolster-its-capital-position.aspx12696194
Andreessen Horowitz is renting a bunch of Nvidia GPUs to ...https://techcrunch.com/2024/10/23/andreessen-horowitz-helps-founders-meet-compute-needs-with-oxygen-private-gpu-cluster/163975896
What Are Neoclouds and Why Does AI Need Them?https://www.rtinsights.com/what-are-neoclouds-and-why-does-ai-need-them/13395094
Investment Implications of NVIDIA (NVDA.US) Topping the ...https://news.futunn.com/en/post/74796024/investment-implications-of-nvidia-nvdaus-topping-the-data-center-ethernet128961695
Andreessen Horowitz Is Building a Stash of More Than ...https://www.theinformation.com/articles/andreessen-horowitz-is-building-a-stash-of-more-than-20-000-gpus-to-win-ai-deals147961495
99 resultsAll results shown
Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

29hyperscale data
13data center
5gpu cluster
5data inc
5ai data
4nvidia gpu
4gpus stock
4gpu clusters
4ai infrastructure
4for ai
3ai deal
3on instagram
3data gpus
3data centers
3what is
3data stock
3neoclouds and
3ai driven
3nvidia s
2data to
2to launch
2launch on
2on demand
2demand nvidia
2of ai

3-grams

5hyperscale data inc
3hyperscale data center
3hyperscale data gpus
3ai data center
3hyperscale data stock
2nvidia gpu cluster
2hyperscale data to
2to launch on
2launch on demand
2on demand nvidia
2demand nvidia gpu
2gpus stock price
2gpus hyperscale data
2what is a
2skorpios unveils revolutionary
2unveils revolutionary 1
2revolutionary 1 6
21 6 tbps
26 tbps and
2tbps and 6
2and 6 4
26 4 tbps
24 tbps optical
2hyperscale market shifts
2market shifts ai

4-grams

2to launch on demand
2launch on demand nvidia
2on demand nvidia gpu
2skorpios unveils revolutionary 1
2unveils revolutionary 1 6
2revolutionary 1 6 tbps
21 6 tbps and
26 tbps and 6
2tbps and 6 4
2and 6 4 tbps
26 4 tbps optical
2hyperscale market shifts ai
2market shifts ai neoclouds
2shifts ai neoclouds and
1hyperscale data completes nvidia
1data completes nvidia gpu
1completes nvidia gpu cluster
1nvidia gpu cluster installation
1hyperscale data to launch
1data to launch on
1the scale of ai
1scale of ai compute
1of ai compute infrastructure
1ai compute infrastructure has
1compute infrastructure has officially

5-grams

2to launch on demand nvidia
2launch on demand nvidia gpu
2skorpios unveils revolutionary 1 6
2unveils revolutionary 1 6 tbps
2revolutionary 1 6 tbps and
21 6 tbps and 6
26 tbps and 6 4
2tbps and 6 4 tbps
2and 6 4 tbps optical
2hyperscale market shifts ai neoclouds
2market shifts ai neoclouds and
1hyperscale data completes nvidia gpu
1data completes nvidia gpu cluster
1completes nvidia gpu cluster installation
1hyperscale data to launch on
1data to launch on demand
1the scale of ai compute
1scale of ai compute infrastructure
1of ai compute infrastructure has
1ai compute infrastructure has officially
1compute infrastructure has officially moved
1ai training gpu cluster sales
1training gpu cluster sales market
1gpu cluster sales market size
1cluster sales market size cagr

6-grams

2to launch on demand nvidia gpu
2skorpios unveils revolutionary 1 6 tbps
2unveils revolutionary 1 6 tbps and
2revolutionary 1 6 tbps and 6
21 6 tbps and 6 4
26 tbps and 6 4 tbps
2tbps and 6 4 tbps optical
2hyperscale market shifts ai neoclouds and
1hyperscale data completes nvidia gpu cluster
1data completes nvidia gpu cluster installation
1hyperscale data to launch on demand
1data to launch on demand nvidia
1the scale of ai compute infrastructure
1scale of ai compute infrastructure has
1of ai compute infrastructure has officially
1ai compute infrastructure has officially moved
1ai training gpu cluster sales market
1training gpu cluster sales market size
1gpu cluster sales market size cagr
1cluster sales market size cagr of
1sales market size cagr of 17
1hyperscale data nyse american gpus company
1global hyperscale data center gpu market
1hyperscale data center gpu market to
1data center gpu market to reach

7-grams

2skorpios unveils revolutionary 1 6 tbps and
2unveils revolutionary 1 6 tbps and 6
2revolutionary 1 6 tbps and 6 4
21 6 tbps and 6 4 tbps
26 tbps and 6 4 tbps optical
1hyperscale data completes nvidia gpu cluster installation
1hyperscale data to launch on demand nvidia
1data to launch on demand nvidia gpu
1the scale of ai compute infrastructure has
1scale of ai compute infrastructure has officially
1of ai compute infrastructure has officially moved
1ai training gpu cluster sales market size
1training gpu cluster sales market size cagr
1gpu cluster sales market size cagr of
1cluster sales market size cagr of 17
1global hyperscale data center gpu market to
1hyperscale data center gpu market to reach
1data center gpu market to reach usd
1gpus stock price and chart amex gpus
1hyperscale data in talks on 20mw ai
1data in talks on 20mw ai deal
1in talks on 20mw ai deal up
1talks on 20mw ai deal up to
1on 20mw ai deal up to 1b
1deep learning workload scheduling in gpu datacenters