OA9 OppAlerts AI Search Visibility & Ranking Factors
oppalerts.com →
GPU AI Infrastructure Vendors

Hyperscale Architect

Research: Award Submissions
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
sc24.supercomputing.org
1.0
prnewswire.com
0.4
youtube.com
0.3
xdinnovation.com
0.1
datacenterdynamics.com
0.1
Domains rankedn = 25
Want a custom AI visibility audit for GPU AI Infrastructure Vendors?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

Get in touch →
About This Report

How to use this page

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

Win awards worth having

These results surface the awards active in this industry. Shortlist the credible ones and submit: wins earn trust signals, links, and the kind of third-party validation LLMs and buyers both cite.

How It's Calculated

Where the numbers come from

We run award submissions 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: Award Submissions

Domains appearing in Google results for Hyperscale Architect's Research: Award Submissions 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: Award Submissions 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
NVIDIA and Microsoft Boost AI Cloud Computing with ...https://nvidianews.nvidia.com/news/nvidia-and-microsoft-boost-ai-cloud-computing-with-launch-of-industry-standard-hyperscale-gpu-accelerator258973495
How to Get Free GPU Time from NAIRR, NSF ACCESS, ...https://grantedai.com/blog/ai-compute-grants-gpu-credits-guide21495994
Power AI at Hyperscale: Explore the 5S Blueprinthttps://www.nextdc.com/blog/600kw-blueprint-hyperscale-ai-infrastructure225961294
Quanta Recognized with HPCwire Awardhttps://www.hpcwire.com/off-the-wire/quanta-recognized-hpcwire-award/241962995
GPUs - Oak Ridge Leadership Computing Facilityhttps://www.olcf.ornl.gov/tag/gpus/24396194
Pioneering GPU Cluster Research Earns SC24 Test of Time ...https://sc24.supercomputing.org/2024/08/pioneering-gpu-cluster-research-earns-sc24-test-of-time-award/1--2195
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
SC24 Test of Time Award Talk: GPU cluster for High ...https://www.youtube.com/watch?v=iNi6lRdxfW4191997597
Your GPU Clusters Commission at Hyperscale Speed. ...https://xdinnovation.com/your-gpu-clusters-commission-at-hyperscale-speed-your-workflow-shouldnt-be-the-bottleneck/1694494
Hyperscale Data completes Nvidia GPU cluster installationhttps://www.datacenterdynamics.com/en/news/hyperscale-data-completes-nvidia-gpu-cluster-installation/14496394
The GPU Cloud ClusterMAX™ Rating Systemhttps://newsletter.semianalysis.com/p/the-gpu-cloud-clustermax-rating-system-how-to-rent-gpus134952095
Scaling Ray to 10K NPUs: Huawei's Hyperscale Journey | Ray ...https://www.youtube.com/watch?v=TSAWC-ZZwv4191997597
Call for Proposals for Vista GPU Resourceshttps://ml.utexas.edu/center-for-generative-ai/call-for-proposals155971095
Accelerating and Scaling Biological Sciences via AI RFAhttps://chanzuckerberg.com/rfa/ai-computing-gpu/139963095
https://www.nsf.gov/awardsearch/show-award?AWD_ID=...https://www.nsf.gov/awardsearch/show-award?AWD_ID=2408401150973395
Deep Learning Workload Scheduling in GPU Datacentershttps://dl.acm.org/doi/full/10.1145/3638757163976296
Join us for the Test of Time Award presentation on the GPU ...https://x.com/Supercomputing/status/1856005469371834682?lang=ar183979297
Hyperscale Data Completes First Installation of Nvidia ...https://finance.yahoo.com/news/hyperscale-data-completes-first-installation-103000430.html169975396
GPU Engineer Wanted for AI Lab Scaling to 1M GPUshttps://www.linkedin.com/posts/ocooke_we-are-deep-into-a-search-for-one-of-the-activity-7452481614556639232-L4_b190987397
Hyperscale Data Completes First Installation of Nvidia ...https://www.nasdaq.com/press-release/hyperscale-data-completes-first-installation-nvidia-gpus-hpc-customer-2025-03-28153971795
GPUS partnership with NVDA : r/pennystockshttps://www.reddit.com/r/pennystocks/comments/1oe0xzy/gpus_partnership_with_nvda/172976496
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
GPU Computing Systemshttps://www.advancedclustering.com/technologies/gpu-computing/11795694
Sponsored Keynote: Autoscaling GPU Clusters Anywhere ...https://www.youtube.com/watch?v=LGOELO-ah30191997597
OSDI '26 Technical Sessionshttps://www.usenix.org/conference/osdi26/technical-sessions152971995
GPU Cluster Requesthttps://www.together.ai/gpu-cluster-request140962495
Prism GPU Cluster – NCCShttps://www.nccs.nasa.gov/prism-gpu-cluster/15997494
Stanford welcomes first GPU-based supercomputerhttps://news.stanford.edu/stories/2024/12/stanford-welcomes-first-gpu-based-supercomputer163974096
News Detailshttps://ir.supermicro.com/news/news-details/2024/Supermicro-Launches-Three-NVIDIA-Based-Full-Stack-Ready-to-Deploy-Generative-AI-SuperClusters-That-Scale-from-Enterprise-to-Large-LLM-Infrastructures/default.aspx139961195
Yotta to deploy 20736 NVIDIA Blackwell Ultra GPUs in over ...https://www.crnasia.com/india/news/2026/yotta-to-deploy-20-736-nvidia-blackwell-ultra-gpus-in-over-2-billion-supercluster12595092
2510020https://www.highergov.com/grant/2510020/12095094
So Who Is Building That 100000 GPU Cluster For xAI?https://www.nextplatform.com/ai/2024/07/30/so-who-is-building-that-100000-gpu-cluster-for-xai/165082413696294
AI GPU Clusters: A Glimpse into the Future of ...https://onyxaero.com/news/ai-gpu-clusters-a-glimpse-into-the-future-of-supercomputing/1294193
Supermicro GPU Server wins Student Cluster Competition ...https://www.facebook.com/Supermicro/posts/supermicro-gpu-server-wins-student-cluster-competition-for-highest-linpack-at-sc/1242245415834827/196997897
NVIDIA H100 GPU Cluster on CoreWeave AI Cloud ...https://www.techpowerup.com/344100/nvidia-h100-gpu-cluster-on-coreweave-ai-cloud-platform-breaks-graph500-run-record13796294
Awards - Microwayhttps://www.microway.com/why-microway/awards/11795093
Cologix and Lambda Launch First NVIDIA HGX B200 ...https://drj.com/industry_news/cologix-and-lambda-launch-first-nvidia-hgx-b200-accelerated-ai-clusters-in-columbus-at-col4/125951795
Resources - ACCESS Allocationshttps://allocations.access-ci.org/resources127961195
NVIDIA GPU Award for Best GPU Posterhttps://www.acs-comp.org/awards/nvidia-gpu-award11296094
News Detailshttps://ir.penguinsolutions.com/news/news-details/2024/Penguin-Solutions-OriginAI-Infrastructure-Now-Available-with-Additional-GPUs-and-Enhanced-Cluster-Management-Capabilities/default.aspx12295894
1 Introductionhttps://arxiv.org/html/2604.13600v1165976196
Submitting GPU Jobs - HCC-DOCShttps://hcc.unl.edu/docs/submitting_jobs/submitting_gpu_jobs/1--1095
CSV filehttps://epoch.ai/data/gpu_clusters.csv133962895
HPC Innovation Awardshttps://www.hpcuserforum.com/innovationaward/13095294
AI Research & Publications on AI Computing Platformhttps://lambda.ai/research133952295
d-Matrix Wins AI Processor Innovation Award for Corsairhttps://www.linkedin.com/posts/d-matrix_ai-inference-aiinfrastructure-activity-7475985539343495169-wuTz190987397
Press Releaseshttps://hyperscaledata.com/press-releases1795394
enabling the AI systems and data center infrastructure that ...https://www.instagram.com/p/DW12hrFDbDF/193998197
Experience Operating Large GPU Clusters at Organizational ...https://www.youtube.com/watch?v=gK82UEfXjrQ191997597
GPU Marketplaces in 2026: How Aggregated Capacity ...https://www.spheron.network/blog/top-gpu-rental/11895794
Deploy AI Faster with Integrated Compute and Networking ...https://www.dell.com/en-us/blog/deploy-ai-faster-with-integrated-compute-and-networking-from-dell-and-nvidia/153972895
60x Faster Cold Starts: Treating Peer GPUs as Weight ...https://runwayml.com/news/60x-faster-cold-starts-treating-peer-gpus-as-weight-servers145973895
Lambda builds AI factories with Supermicro NVIDIA ...https://www.ourcrowd.com/startup-news/lambda-builds-ai-factories-with-supermicro-nvidia-blackwell-gpu-server-clusters-to-deliver-production-ready-next-gen-ai-infrastructure-at-scale12895594
The Best High-Performance GPU Clusters Service of 2026https://www.siliconflow.com/articles/en/the-best-high-performance-gpu-clusters-service11795293
Founder's Hub Startup Needs Access to Startup GPU Clusterhttps://learn.microsoft.com/en-us/answers/questions/2247844/founders-hub-startup-needs-access-to-startup-gpu-c180976296
GPUS) Signs $1.2 Billion AI Compute Deal - Kalkinehttps://kalkine.com/news/artificial-intelligence/hyperscale-data-nyse-american-gpus-signs-12-billion-ai-compute-deal?srsltid=AfmBOop72zP7pCIEFy-LlIX9oZXQWpBqdQqb2gcVFLQM4iHb04cvvxLK1295393
GPUS) Signs $1.2 Billion AI Compute Deal - Kalkinehttps://kalkine.com/news/artificial-intelligence/hyperscale-data-nyse-american-gpus-signs-12-billion-ai-compute-deal?srsltid=AfmBOorR7813aLjkn_muLdGbmIMORNnVwfJofwGxTgVifoGFjDaphfaI1295393
Why We Won the AIconics award for Best Innovation in ...https://medium.com/@carol_45179/why-we-won-the-aiconics-award-for-best-innovation-in-machine-learning-29e69fe324e5174976897
Energy Program for Innovation Clustershttps://www.energy.gov/technologycommercialization/energy-program-innovation-clusters154973895
AWS-and-NVIDIA-Announce-Strategic-Collaboration-to-Offer ...https://press.aboutamazon.com/2023/11/aws-and-nvidia-announce-strategic-collaboration-to-offer-new-supercomputing-infrastructure-software-and-services-for-generative-ai154973395
ORCD Newsletter: April 2024 | MIT Office of Research ...https://orcd.mit.edu/news/orcd-newsletter-april-202416297694
Algorithmic Techniques for GPU Schedulinghttps://www.mdpi.com/1999-4893/18/7/385159971895
High-Performance GPU Cloud for AI, ML & Renderinghttps://www.hyperscales.in/store/gpu-cloud1194093
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
Program – ASPLOS 2026https://www.asplos-conference.org/asplos2026/program/index.html124961895
Announcing the 2024 Platform Summit Awards Winners Listhttps://www.scalecomputing.com/press-releases/announcing-winners-of-2024-platform-summit-awards12596594
Nvidia Builds Top 10 AI Supercomputer in Less Than a ...https://www.sdxcentral.com/news/nvidia-builds-top-10-ai-supercomputer-in-less-than-a-month/14196094
Nvidia launches H200 GPU, shipments Q2 2024https://www.constellationr.com/insights/news/nvidia-launches-h200-gpu-shipments-q2-202413696494
High-Performance GPU Cloud Instances - Scale Up with AI ...https://www.dataknox.io/sign-up-gpu-instances1294094
Five Researchers Win NERSC Early Career Awardshttps://www.nersc.gov/news-and-events/news/five-users-win-nersc-early-career-achievement-awards13196794
GPU Profiles for Hyperscale Use Caseshttps://www.youtube.com/watch?v=zwRjwhGsPcg191997597
Win a Lambda GPU workstation with your AI paper submission!https://thesequence.substack.com/p/win-a-lambda-gpu-workstation-with165971194
OPEN CLUSTER DESIGNS FOR AIhttps://www.opencompute.org/documents/white-paper-open-cluster-designs-for-ai-final-14-january-2026-pdf146961695
GPU Grant Program for Research Projects and Startupshttps://hostkey.com/about-us/grants-for-scientific-projects-and-startups/119952094
Lehdonvirta, Wu and Hawkins, 2023 AIES Camera Ready ...https://osf.io/download/em6xv/148964696
Hyperscale Data Signs 20 MW AI Deal, Shifts Focus from ...https://cryptonews.net/news/mining/33060170/124952095
Data Centers and Their Energy Consumptionhttps://www.congress.gov/crs-product/R48646156973495
Penguin Computing™ Receives Americas 2017 NVIDIA ...https://s204.q4cdn.com/917347554/files/doc_news/Penguin-Computing-Receives-Americas-2017-NVIDIA-Partner-Network-High-Performance-Computing-Partner-of-the-Year-Award-2018.pdf1--3295
Huebl Receives NERSC High-Performance Computing ...https://atap.lbl.gov/news/huebl-receives-nersc-high-performance-computing-achievement-award/150971494
Enter Now | The Cloud Awardshttps://www.cloud-awards.com/enter-now13395093
Award | SBIRhttps://www.sbir.gov/awards/214145141961394
AI Supercluster™ | 8xH100 GPU Dedicated AI Clusterhttps://www.neevcloud.com/supercluster.php1995094
Nvidia, Microsoft announce new HGX-1 hyperscale GPU ...https://www.extremetech.com/computing/245569-nvidia-microsoft-announce-new-hgx-1-hyperscale-gpu-accelerator-ai-workloads13996495
AI Training vs. Inference: How Do They Impact Cooling?https://airsysnorthamerica.com/ai-training-vs-inference-how-do-they-impact-cooling/1795494
eric-prog/GPU-Grants: GPUGrantshttps://github.com/eric-prog/GPU-Grants182978697
Multi-Agent Deep Reinforcement Learning-Based ...https://www.sciencedirect.com/org/science/article/pii/S1546221822009225165972595
Award Winners and Runners-up from 2026https://dcsawards.com/winners/2026119952894
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
Towards Optimal Scheduling of Deep Learning Training ...https://tianweiz07.github.io/thesis/25-GaoWei.pdf1--094
Boost your Data Science Research with a Free GPU Serverhttps://www.datascienceblog.net/post/other/hostkey-gpu-grant-program/1394093
HPC-AI Tech Blog | Insights on GPU Cloud, AI Training & ...https://www.hpc-ai.com/blog11595695
Nvidia lures all 4 major cloud hyperscalers with Blackwell ' ...https://www.ciodive.com/news/nvidia-gtc-blackwell-gpu-superchip-aws-google-microsoft-oracle/710914/14496594
Award Nominationhttps://finwebconference.com/award-nomination/1093093
GPU-HADVPPM4HIP V1.0: using the heterogeneous-compute ...https://gmd.copernicus.org/articles/17/6887/2024/1--2995
94 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

8gpu cluster
6hyperscale data
5gpu clusters
4nvidia gpu
4gpu cloud
4high performance
3test of
3of time
3at hyperscale
3data completes
3ai cloud
3of nvidia
3for ai
3award for
3free gpu
3power ai
3performance gpu
2sc24 test
2to launch
2launch on
2on demand
2demand nvidia
2time award
2cluster for
2the gpu

3-grams

3test of time
3hyperscale data completes
3high performance gpu
2sc24 test of
2to launch on
2launch on demand
2on demand nvidia
2demand nvidia gpu
2of time award
2gpu cluster for
2nvidia and microsoft
2and microsoft boost
2microsoft boost ai
2boost ai cloud
2ai cloud computing
2cloud computing with
2data completes first
2completes first installation
2first installation of
2installation of nvidia
2award for best
2how to get
2to get free
2get free gpu
2free gpu time

4-grams

2sc24 test of time
2to launch on demand
2launch on demand nvidia
2on demand nvidia gpu
2test of time award
2nvidia and microsoft boost
2and microsoft boost ai
2microsoft boost ai cloud
2boost ai cloud computing
2ai cloud computing with
2hyperscale data completes first
2data completes first installation
2completes first installation of
2first installation of nvidia
2how to get free
2to get free gpu
2get free gpu time
2free gpu time from
2gpu time from nairr
2time from nairr nsf
2from nairr nsf access
2power ai at hyperscale
2ai at hyperscale explore
2at hyperscale explore the
2hyperscale explore the 5s

5-grams

2to launch on demand nvidia
2launch on demand nvidia gpu
2nvidia and microsoft boost ai
2and microsoft boost ai cloud
2microsoft boost ai cloud computing
2boost ai cloud computing with
2hyperscale data completes first installation
2data completes first installation of
2completes first installation of nvidia
2how to get free gpu
2to get free gpu time
2get free gpu time from
2free gpu time from nairr
2gpu time from nairr nsf
2time from nairr nsf access
2power ai at hyperscale explore
2ai at hyperscale explore the
2at hyperscale explore the 5s
2hyperscale explore the 5s blueprint
2quanta recognized with hpcwire award
2gpus signs 1 2 billion
2signs 1 2 billion ai
21 2 billion ai compute
22 billion ai compute deal
2billion ai compute deal kalkine

6-grams

2to launch on demand nvidia gpu
2nvidia and microsoft boost ai cloud
2and microsoft boost ai cloud computing
2microsoft boost ai cloud computing with
2hyperscale data completes first installation of
2data completes first installation of nvidia
2how to get free gpu time
2to get free gpu time from
2get free gpu time from nairr
2free gpu time from nairr nsf
2gpu time from nairr nsf access
2power ai at hyperscale explore the
2ai at hyperscale explore the 5s
2at hyperscale explore the 5s blueprint
2gpus signs 1 2 billion ai
2signs 1 2 billion ai compute
21 2 billion ai compute deal
22 billion ai compute deal kalkine
2gpus oak ridge leadership computing facility
1pioneering gpu cluster research earns sc24
1gpu cluster research earns sc24 test
1cluster research earns sc24 test of
1research earns sc24 test of time
1hyperscale data to launch on demand
1data to launch on demand nvidia

7-grams

2nvidia and microsoft boost ai cloud computing
2and microsoft boost ai cloud computing with
2hyperscale data completes first installation of nvidia
2how to get free gpu time from
2to get free gpu time from nairr
2get free gpu time from nairr nsf
2free gpu time from nairr nsf access
2power ai at hyperscale explore the 5s
2ai at hyperscale explore the 5s blueprint
2gpus signs 1 2 billion ai compute
2signs 1 2 billion ai compute deal
21 2 billion ai compute deal kalkine
1pioneering gpu cluster research earns sc24 test
1gpu cluster research earns sc24 test of
1cluster research earns sc24 test of time
1hyperscale data to launch on demand nvidia
1data to launch on demand nvidia gpu
1sc24 test of time award talk gpu
1test of time award talk gpu cluster
1of time award talk gpu cluster for
1time award talk gpu cluster for high
1your gpu clusters commission at hyperscale speed
1hyperscale data completes nvidia gpu cluster installation
1scaling ray to 10k npus huawei s
1ray to 10k npus huawei s hyperscale