The Ultimate Guide to Hyperscale
A curated Australian edition of IndustrialDay news, analysis, interviews, reviews, job moves, and related resources for Hyperscale.
What to know about Hyperscale
Hyperscale refers to the large-scale data center environments and cloud infrastructure that support massive volumes of data and computing demands for today’s digital services. These environments power public cloud providers, hyperscale data centers, and supporting technology ecosystems that drive everything from artificial intelligence to global online services.
Readers exploring Hyperscale will find insights into the rapid expansion of data center campuses, innovations in cooling and energy efficiency, groundbreaking networking and storage technologies, and collaborations among major cloud and data infrastructure companies. The evolution and expansion of hyperscale compute dockets present opportunities and challenges around cost optimization, sustainability, security, and operational scalability, all discussed in the associated stories.
By following developments tagged with Hyperscale, readers stay informed on technological advances, industry partnerships, and market movements shaping the backbone of cloud computing and enterprise IT infrastructure. This knowledge is essential for understanding how the digital world is supported at scale and what future trends will influence the delivery of cloud services and data center capabilities.
Australian Hyperscale News
Regional stories with direct local relevance
SCX.ai builds Australian inference service on ASICs
Australian businesses can now access locally run AI inference as SCX.ai charges by token and sidesteps hyperscale training costs.
Reclaiming control: why cloud vendor lock-in is back on the CIO agenda
Budget pressure is forcing CIOs to revisit cloud contracts as exit costs, egress fees and proprietary tools erode promised flexibility.
Cloudflare: Non-human traffic may reshape publishing models
Publishers may be pushed towards licensing deals and micro-payments as AI crawlers consume content without sending traffic back.
Australian firms shift to hybrid cloud for AI & risk
AI growth and tighter sovereignty rules are pushing Australian enterprises to spread workloads across public, private and sovereign clouds.
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Rising hardware costs accelerate shift to private cloud adoption
Higher hardware prices and longer lead times are pushing Australian firms towards private cloud for steadier costs and onshore data control.
Kablamo appoints Troy Bebee to lead Google Cloud push
The consultancy is betting on rising demand for data and AI projects by adding senior Google Cloud leadership across Australia and Canada.
Analyst Insights
Research and market analysis connected to Hyperscale
Australia IT spending set to hit AUD $192.2bn in 2027
Google Cloud named Leader in Forrester cloud assessment
JLL appoints Mikhail Jaura to head Asia Pacific research
Google named Gartner cloud leader for ninth straight year
Google named Forrester AI Platforms leader on strategy
Featured News
SCX.ai builds Australian inference service on ASICs
Australian businesses can now access locally run AI inference as SCX.ai charges by token and sidesteps hyperscale training costs.
Cloudflare: Non-human traffic may reshape publishing models
Publishers may be pushed towards licensing deals and micro-payments as AI crawlers consume content without sending traffic back.
Expert Columns
How businesses can avoid widespread harm from cloud outages
Microsoft dramatically cut their distributors
Reclaiming control: why cloud vendor lock-in is back on the CIO agenda
Rising hardware costs accelerate shift to private cloud adoption
Using AI in your ERP? You should know where your data goes
The Death of the Firewall
Energy for AI, AI for energy: designing AI-ready data centres
The real-time data solution to the AI energy problem
Why Australia's AI boom demands a new era of energy efficiency
Supporting service providers with their global ambitions
Interviews
Interviews and video coverage from the network
Recent Hyperscale News
Keepit tops USD $100 million ARR on AI Truth Cloud
The Danish cloud data protection group's nine-figure run underscores demand for independent backup as firms link AI adoption to data trust.
Nutanix buys Ryax to boost hybrid AI workload orchestration
Enterprises could cut AI running costs as the deal aims to ease GPU shortages and simplify workload scheduling across hybrid systems.
Keepit tops USD $100 million ARR on AI truth cloud
The milestone underlines rising demand for independent backup as firms seek reliable records for AI-driven systems and compliance.
AWS adds OpenAI's GPT-6 Astra to Bedrock for business
Businesses can now run OpenAI's latest frontier model on AWS without managing infrastructure, as Bedrock gains access to GPT-6 Astra.
Qualcomm and Amazon team up on AI data centre chips
The pact deepens Qualcomm's push into data-centre hardware as AWS seeks custom chips to cut costs, power use and latency for AI workloads.
AWS adds Claude Fable 5.1 to Bedrock & AWS platform
Customers using advanced AI on AWS will face tighter data rules, as Claude Fable 5.1 comes with 30-day retention and safety review.
AI data centres make grid access key to power deals
Grid congestion is adding risk and a scarcity premium to data centre deals as AI demand drives electricity needs sharply higher.
Nvidia agrees USD $12.93 billion deal for Hugging Face
The deal puts a major open AI model hub under Nvidia's control, raising questions over whether its neutrality will survive intact.
Microsoft, DE-CIX launch Azure Metro in five cities
Customers in five cities gain backup Azure routes designed to keep AI and critical enterprise workloads online if one link fails.
AWS, NVIDIA to deploy 2 million more GPUs for AI workloads
The deployment will help AWS meet surging demand for AI computing as the cloud giant deepens reliance on NVIDIA hardware and robotics.
NVIDIA expands NVLink Fusion with new NVHBM memory
Cloud builders could gain more compute headroom, as NVIDIA shifts memory control off the chip and opens NVHBM to multiple suppliers.
Ciena survey: AI revenue & quantum-safe encryption
Most operators expect AI services to drive new revenue, but nearly half say optical network upgrades are critical to meet demand.
Ciena says AI services to drive telecoms revenue growth
Telecom operators face urgent network upgrades as most expect AI and managed fibre services to be major new revenue sources.
Everpure raises outlook after record second-quarter revenue
Higher demand for AI and hyperscale products helped lift revenue 38% to USD $1.2 billion, prompting Everpure to raise full-year guidance.
AMD launches calculator for enterprise AI deployment costs
Rising token bills may push firms towards local or hybrid AI, as AMD's new tool estimates when hardware beats cloud-only spending.
NVIDIA launches NVLink Fusion for custom AI factories
It lets cloud operators pair custom XPUs with NVIDIA's rack-scale systems, aiming to cut delays and integration costs in AI build-outs.
AI buildout drives USD $120 billion data centre surge
Delivery bottlenecks, rather than demand, are now the main risk as AI-fuelled data centre expansion pushes revenue to USD $120 billion by 2030.
Dell'Oro lifts data centre capex forecast on AI demand
AI infrastructure spending is now expected to push worldwide data centre capital expenditure above USD $3 trillion by 2030.
AMD says AI energy efficiency rises fourfold by 2026
Data centre operators may gain relief as AMD says its AI systems could use four times less energy per unit of work by mid-2026.
Dell'Oro lifts data centre chip forecast on AI demand
Rising AI infrastructure spending is set to push the global data centre semiconductors market to USD $1.8 trillion by 2030, Dell'Oro says.
Job Moves
Kablamo appoints Troy Bebee to lead Google Cloud push
Macquarie Government appoints Dr Chris Peiris for Azure
Slipstream Cyber appoints Chris Pallister to cyber role
Elula names Andrew Phillips as new Chief Revenue Officer
Data Centres Australia forms AI-focused industry board
eG Innovations appoints Jon Hatchuel to lead Australia
Macquarie Technology appoints Kate Vidgen to board
NEXTDC names Jodi Pearce Alliance Director for AI push
Cevo hires former Macquarie AI leader to head AI adoption
