#memory-optimized-instances

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DevOps
fromAmazon Web Services
20 hours ago

AWS Transform custom: Enterprise Code Modernization with the Learn-Scale-Improve Flywheel | Amazon Web Services

Enterprise modernization requires addressing coordination challenges across multiple repositories, not just code transformation.
Tech industry
fromInfoQ
3 days ago

Cloudflare Optimizes Edge Stack for High-Core CPUs Instead of Large Cache

Cloudflare's Gen 13 servers enhance performance by leveraging many processor cores instead of large CPU caches, improving capacity and energy efficiency.
Data science
fromTechzine Global
3 days ago

Pinecone On-Demand is thirsty for bursty workloads

Pinecone offers solutions for variable and sustained query workloads in AI, focusing on cost-effective and predictable performance.
Artificial intelligence
fromTheregister
2 days ago

Ex-AWS legend explains what enterprises need to make AI work

Enterprise AI projects fail when companies prioritize technology over people and do not adapt their organizational processes accordingly.
fromTNW | Opinion
2 days ago
Business intelligence

How web intelligence is powering the next wave of AI Infrastructure

The web intelligence industry is evolving to support AI's growing demands for multimodal data processing, particularly in handling video content.
Environment
fromFuturism
3 days ago

Just 11 AI Data Centers Could Belch More Fumes Than Entire Countries

Eleven gas-powered data centers in the US could emit more greenhouse gases than entire countries with millions of residents.
#cloud-computing
Online learning
fromInfoWorld
3 days ago

Where to begin a cloud career

Effective free courses establish foundational knowledge and context, making hands-on learning in cloud computing more accessible and effective.
European startups
fromTechzine Global
6 days ago

The European cloud of the future is built using actual, physical containers

Cloud workloads increasingly utilize physical containers through initiatives like the Modular Integrated Sustainable Datacenter (MISD) project.
Business intelligence
fromInfoWorld
1 week ago

The hyperscalers are pricing themselves out of AI workloads

AI is challenging traditional cloud pricing models, as buyers seek exceptional value beyond brand recognition and familiar pricing strategies.
DevOps
fromInfoQ
5 days ago

When a Cloud Region Fails: Rethinking High Availability in a Geopolitically Unstable World

Cloud regions are influenced by geopolitical events, necessitating multi-region strategies for resilience against disruptions.
DevOps
fromInfoWorld
1 month ago

Edge clouds and local data centers reshape IT

Cloud computing is evolving towards a selectively distributed model to address latency, sovereignty, and resilience in smart cities and AI applications.
Online learning
fromInfoWorld
3 days ago

Where to begin a cloud career

Effective free courses establish foundational knowledge and context, making hands-on learning in cloud computing more accessible and effective.
European startups
fromTechzine Global
6 days ago

The European cloud of the future is built using actual, physical containers

Cloud workloads increasingly utilize physical containers through initiatives like the Modular Integrated Sustainable Datacenter (MISD) project.
Business intelligence
fromInfoWorld
1 week ago

The hyperscalers are pricing themselves out of AI workloads

AI is challenging traditional cloud pricing models, as buyers seek exceptional value beyond brand recognition and familiar pricing strategies.
DevOps
fromInfoQ
5 days ago

When a Cloud Region Fails: Rethinking High Availability in a Geopolitically Unstable World

Cloud regions are influenced by geopolitical events, necessitating multi-region strategies for resilience against disruptions.
DevOps
fromInfoWorld
1 month ago

Edge clouds and local data centers reshape IT

Cloud computing is evolving towards a selectively distributed model to address latency, sovereignty, and resilience in smart cities and AI applications.
Marketing tech
fromExchangewire
3 days ago

Bedrock Debuts Containerised DSP Deployment on Index Cloud, Enabling Model-Driven Bidding at Scale

Bedrock Platform launched the first containerised DSP on Index Cloud, enhancing programmatic buying efficiency and decision-making capabilities.
fromInfoQ
5 days ago

How to Build an Exchange: Sub Millisecond Response Times and 24/7 Uptimes in the Cloud

Exchanges are a place where you can submit an order to buy something, letting everyone know about the price you want and notifying you when your order gets filled. They serve as financial infrastructure, providing up-to-date prices and facilitating trades.
Cryptocurrency
fromBig Think
5 days ago

Why AI data centers might lower electricity prices - not raise them

"These are mega-rich people who are not here to do charitable things. They don't love Joliet. I'm here because I love Joliet, and I don't want to see my utilities go up."
Silicon Valley real estate
#ai-adoption
Software development
fromInfoWorld
5 days ago

Google's Gemma 4 shines on local systems - both big and small

Gemma 4's mixture of experts design enhances performance by allowing CPU weight allocation, improving token generation speed significantly.
Business
from24/7 Wall St.
6 days ago

Forget Nvidia: Why HPE Could Be the Overlooked AI Infrastructure Play of 2026

Hewlett Packard Enterprise is an overlooked investment opportunity in AI infrastructure with strong financial growth and expanding margins.
Web frameworks
fromInfoQ
1 week ago

Cloudflare Introduces Project Think: A Durable Runtime for AI Agents

Cloudflare's Project Think introduces durable AI agents with a kernel-like runtime, enabling long-lived workloads and preserving execution progress during platform restarts.
#meta
Tech industry
fromInfoWorld
3 days ago

Meta's compute grab continues with agreement to deploy tens of millions of AWS Graviton cores

Meta is expanding its compute capabilities by partnering with AWS and utilizing multiple chip architectures for AI development.
Tech industry
fromTheregister
3 days ago

Meta to use millions of AWS Graviton cores

Meta will use tens of millions of AWS Graviton 5 CPU cores to support its AI deployments, marking a significant collaboration with Amazon.
Tech industry
fromComputerworld
3 days ago

Meta's compute grab continues with agreement to deploy tens of millions of AWS Graviton cores

Meta is expanding its compute capabilities by partnering with AWS and utilizing multiple chip architectures for AI development.
Tech industry
fromTNW | Amazon
2 days ago

Meta signs multibillion-dollar deal for Amazon Graviton5 chips as AI compute demand outstrips $135B capex budget

Meta signed a multibillion-dollar deal with Amazon to deploy Graviton5 CPU cores for AI workloads, reflecting a significant demand for compute resources.
Tech industry
fromInfoWorld
3 days ago

Meta's compute grab continues with agreement to deploy tens of millions of AWS Graviton cores

Meta is expanding its compute capabilities by partnering with AWS and utilizing multiple chip architectures for AI development.
Tech industry
fromTheregister
3 days ago

Meta to use millions of AWS Graviton cores

Meta will use tens of millions of AWS Graviton 5 CPU cores to support its AI deployments, marking a significant collaboration with Amazon.
Tech industry
fromComputerworld
3 days ago

Meta's compute grab continues with agreement to deploy tens of millions of AWS Graviton cores

Meta is expanding its compute capabilities by partnering with AWS and utilizing multiple chip architectures for AI development.
Tech industry
fromTNW | Amazon
2 days ago

Meta signs multibillion-dollar deal for Amazon Graviton5 chips as AI compute demand outstrips $135B capex budget

Meta signed a multibillion-dollar deal with Amazon to deploy Graviton5 CPU cores for AI workloads, reflecting a significant demand for compute resources.
#aws
fromTechCrunch
3 days ago
Tech industry

In another wild turn for AI chips, Meta signs deal for millions of Amazon AI CPUs | TechCrunch

DevOps
fromInfoQ
2 days ago

AWS Ends WorkMail and Moves App Runner to Maintenance Mode

AWS is discontinuing WorkMail and moving App Runner to maintenance mode, along with several other services entering sunset phases.
Tech industry
fromTechCrunch
3 days ago

In another wild turn for AI chips, Meta signs deal for millions of Amazon AI CPUs | TechCrunch

Meta has signed a deal to use millions of AWS Graviton chips for its AI needs, shifting from competitors like Google Cloud.
DevOps
fromTechzine Global
4 days ago

AWS Bedrock AgentCore gets managed harness and CLI for AI agents

AWS expands Amazon Bedrock AgentCore, enabling developers to create AI agents with just 3 API calls, streamlining the setup process significantly.
DevOps
fromTheregister
2 weeks ago

AWS put a file system on S3; I stress-tested it

AWS S3 Files allows mounting S3 buckets as NFS shares, providing solid conflict resolution and cost-effective storage options.
#intel
Data science
fromTheregister
3 days ago

DeepSeek's new models offer big inference cost savings

DeepSeek V4 introduces a new large language model that rivals top American models while reducing inference costs and supporting Huawei's AI accelerators.
Environment
fromFortune
3 days ago

Data centers are finding a surprising way to deploy batteries | Fortune

Data centers are increasingly pairing batteries with fossil fuels to ensure reliable power for AI operations.
fromInfoWorld
4 days ago

How I doubled my GPU efficiency without buying a single new card

During prompt processing, the H100s were running at 92% compute utilization. Tensor cores fully saturated. Exactly what you want to see on a $30K GPU.
Business intelligence
#scale-computing
Scala
fromTechzine Global
1 week ago

New Scale Computing gets new Velocity Partner Program

Scale Computing revamps its partner program to address market changes and strengthen relationships with partners amid industry challenges.
Software development
fromTechzine Global
1 week ago

Scale sets edge platform's software ever more free from hardware constraints

Scale Computing is reducing hardware requirements for its software, allowing more flexibility for partners and customers in choosing hardware platforms.
Scala
fromTechzine Global
1 week ago

New Scale Computing gets new Velocity Partner Program

Scale Computing revamps its partner program to address market changes and strengthen relationships with partners amid industry challenges.
Software development
fromTechzine Global
1 week ago

Scale sets edge platform's software ever more free from hardware constraints

Scale Computing is reducing hardware requirements for its software, allowing more flexibility for partners and customers in choosing hardware platforms.
DevOps
fromTheregister
4 days ago

Datadog digs down into GPU efficiency as AI costs soar

Datadog introduces GPU monitoring to enhance visibility and cost management for AI-driven organizations.
fromInfoQ
2 weeks ago

Latency: The Race to Zero...Are We There Yet?

In the fintech industry we can link latency directly to profit and money. If I have lower latency than the competition, I can get to the better deals, I can make the better deals.
Venture
#data-centers
Environment
fromWIRED
5 days ago

New Gas-Powered Data Centers Could Emit More Greenhouse Gases Than Entire Nations

Natural gas projects for data centers linked to major tech companies could emit over 129 million tons of greenhouse gases annually.
Environment
fromwww.dw.com
6 days ago

Why the cloud still runs on coal and gas

Data centers in the U.S. are straining energy grids, leading to increased reliance on fossil fuels and delaying renewable energy goals.
Environment
fromwww.dw.com
6 days ago

Why cloud computing still runs on coal and gas

Data centers' energy demands are straining U.S. power grids, leading to reliance on fossil fuels and delaying renewable energy goals.
Environment
fromWIRED
5 days ago

New Gas-Powered Data Centers Could Emit More Greenhouse Gases Than Entire Nations

Natural gas projects for data centers linked to major tech companies could emit over 129 million tons of greenhouse gases annually.
Environment
fromwww.dw.com
6 days ago

Why the cloud still runs on coal and gas

Data centers in the U.S. are straining energy grids, leading to increased reliance on fossil fuels and delaying renewable energy goals.
Environment
fromwww.dw.com
6 days ago

Why cloud computing still runs on coal and gas

Data centers' energy demands are straining U.S. power grids, leading to reliance on fossil fuels and delaying renewable energy goals.
#ai-infrastructure
DevOps
fromTechzine Global
6 days ago

95% of GPU capacity goes unused in Kubernetes clusters

GPU and CPU usage remains low despite rising cloud costs, highlighting inefficiencies in resource utilization as Kubernetes adoption increases.
DevOps
fromTechzine Global
6 days ago

95% of GPU capacity goes unused in Kubernetes clusters

GPU and CPU usage remains low despite rising cloud costs, highlighting inefficiencies in resource utilization as Kubernetes adoption increases.
#tpu-8t
Tech industry
fromTechzine Global
5 days ago

Google presents TPU 8t and TPU 8i chips; splits training and inference

Google Cloud introduces 8th-generation TPUs, TPU 8t for training and TPU 8i for inference, enhancing performance and efficiency in AI infrastructure.
Tech industry
fromTechzine Global
5 days ago

Google presents TPU 8t and TPU 8i chips; splits training and inference

Google Cloud introduces 8th-generation TPUs, TPU 8t for training and TPU 8i for inference, enhancing performance and efficiency in AI infrastructure.
Data science
fromInfoQ
1 week ago

Google's TurboQuant Compression May Support Faster Inference, Same Accuracy on Less Capable Hardware

TurboQuant compresses language models' Key-Value caches by up to 6x with near-zero accuracy loss, enabling efficient use of modest hardware.
#ai
DevOps
fromTechRepublic
5 days ago

AI Demand Is Forcing a Rethink of Data Center Power, Cooling

AI's rapid growth is challenging data center infrastructure, necessitating rethinking of power, cooling, and construction strategies.
Artificial intelligence
from24/7 Wall St.
1 week ago

AI Compute Demand is Running Way Ahead of Supply - A Stock I'd Buy on That Signal

AI-driven power demand is outpacing supply, creating a significant energy shortfall that may impact top energy producers.
Data science
fromTheregister
3 weeks ago

TurboQuant is a big deal, but it won't end the memory crunch

TurboQuant is an AI data compression technology that reduces memory usage for KV caches but may not significantly alleviate memory shortages.
Artificial intelligence
fromTechzine Global
5 days ago

Google Gemini Enterprise to become the AI platform for everyone

Gemini Enterprise expands with a development platform for AI agents, governance tools, and autonomous capabilities for business users and developers.
DevOps
fromTheregister
4 days ago

Hybrid clouds have two attack surfaces - so watch both

Hybrid cloud management tools present significant security vulnerabilities that users often overlook.
Tech industry
fromTheregister
4 days ago

AI now gobbling up power and management chips for servers

The chip shortage is impacting power management chips, threatening server shipments as demand for AI products prioritizes manufacturing capacity.
fromComputerWeekly.com
5 days ago

Blackbox replaces two racks of HPE storage with 8U of Everpure | Computer Weekly

Blackbox Hosting has consolidated storage from two full racks down to just 8U of rack space following migration to Everpure FlashArray hardware, achieving a 10:1 data reduction ratio and an 85% reduction in power utilization.
DevOps
fromTechzine Global
6 days ago

Snowflake Intelligence and Cortex Code become the agentic AI control layer

"Snowflake gives customers one place to bring their data together, connect the systems they rely on, and turn AI into something that actually helps teams get work done," says Baris Gultekin, VP of AI at Snowflake.
Artificial intelligence
Tech industry
fromTechCrunch
5 days ago

Google Cloud launches two new AI chips to compete with Nvidia | TechCrunch

Google Cloud's TPU 8t and TPU 8i chips enhance AI model training and inference, offering significant performance improvements over previous generations.
Tech industry
fromTheregister
5 days ago

Google dual tracks TPU 8 to conquer training and inference

Google introduced TPU 8t and TPU 8i, enhancing AI training speed and reducing model serving costs significantly.
DevOps
fromComputerWeekly.com
1 week ago

Storage implications of a modern IT architecture | Computer Weekly

Organizations are increasingly using containers to modernize applications and manage both cloud-native and traditional workloads with Kubernetes.
Tech industry
fromComputerworld
5 days ago

Microsoft trims cloud desktop pricing, even as it boosts AI costs

Microsoft is reducing prices for Windows 365 and AVD while increasing Microsoft 365 costs, aiming to promote cloud-based PCs and AI services.
DevOps
fromBusiness Matters
2 weeks ago

The Role of Dedicated Servers in Scaling Modern Businesses

Infrastructure investment is crucial for SMEs to ensure reliability, performance, and user experience in a competitive digital landscape.
Gadgets
fromComputerworld
1 month ago

Dell: Cut AI cloud costs with data-center class desktops

High-performance AI desktop computers offer powerful processing capabilities but consume significant electricity and command premium prices exceeding $97,000.
DevOps
fromwww.businessinsider.com
2 weeks ago

Amazon creates 'Project Houdini' to make data center delays disappear

Amazon's Project Houdini aims to speed up data center construction by moving processes to factories, addressing AI demand and capacity constraints.
DevOps
fromInfoWorld
2 weeks ago

AWS turns its S3 storage service into a file system for AI agents

S3 Files simplifies access to Amazon S3, enhancing its role as a primary data layer for AI and modern applications.
Miscellaneous
fromInfoQ
1 month ago

AWS Introduces Nested Virtualization on EC2 Instances

AWS now supports nested virtual machines within EC2 instances using KVM or Hyper-V on C8i, M8i, and R8i instances, enabling app emulation and hardware simulation.
fromTheregister
1 month ago

RAM is getting expensive, so squeeze the most from it

Both work with Linux's existing swapping mechanism. Swapping (called paging in Windows) is a way for the kernel to handle running low on available RAM. It chooses pages of memory that aren't in use right now and copies them to disk, then those blocks can be marked as free and reused for something else.
Software development
DevOps
fromMedium
3 weeks ago

Fair Multitenancy-Beyond Simple Rate Limiting

Fair multitenancy ensures equitable infrastructure access for customers, balancing simplicity, performance, and safety in shared environments.
Miscellaneous
fromDevOps.com
1 month ago

I Learned Traffic Optimization Before I Learned Cloud Computing. It Turns Out the Lessons Were the Same. - DevOps.com

Cloud infrastructure requires understanding system behavior and costs to operate effectively at speed, similar to how skilled drivers anticipate conditions rather than simply driving fast.
Software development
fromTechzine Global
2 months ago

AWS expands EC2 with support for nested virtualization

AWS enables nested virtualization on C8i, M8i, and R8i EC2 instances, permitting virtual machines to host additional VMs using Intel Xeon 6 processors and Nitro.
Data science
fromTechRepublic
1 month ago

Inside the Gas Engine Strategy Powering AI's Next Wave

Gas reciprocating engines are emerging as a critical power solution for AI data centers, with manufacturers like Caterpillar securing multi-gigawatt orders to meet demand that exceeds grid and turbine capacity.
Software development
fromMedium
2 months ago

The Complete Database Scaling Playbook: From 1 to 10,000 Queries Per Second

Database scaling to 10,000 QPS requires staged architectural strategies timed to traffic thresholds to avoid outages or unnecessary cost.
Artificial intelligence
fromInfoWorld
1 month ago

Why AI requires rethinking the storage-compute divide

AI workloads require continuous processing of unstructured multimodal data, causing redundant data movement and transformation that wastes infrastructure costs and data scientist time.
Tech industry
fromInfoQ
2 months ago

Uber Moves from Static Limits to Priority-Aware Load Control for Distributed Storage

Priority-aware, colocated load management with CoDel and per-tenant Scorecard protects stateful multi-tenant databases by prioritizing critical traffic and adapting dynamically to prevent overloads.
Artificial intelligence
fromInfoWorld
2 months ago

Five MCP servers to rule the cloud

Major cloud providers now offer official MCP servers that let AI agents automate cloud operations using existing cloud credentials and natural language commands.
Tech industry
fromTheregister
2 months ago

Server CPUs join memory crunch, with prices set to rise

Datacenter servers face CPU supply constraints atop severe memory shortages, raising system costs while shipments still grow at double-digit rates.
fromTheregister
2 months ago

Intel greets memory apocalypse with Xeon workstation CPUs

The Xeon 600 lineup spans the gamut between 12 and 86 performance cores (no cut-down efficiency cores here), with support for between four and eight channels of DDR5 and 80 to 128 lanes of PCIe 5.0 connectivity. Compared to its aging W-3500-series chips, Intel is claiming a 9 percent uplift in single threaded workloads and up to 61 percent higher performance in multithreaded jobs, thanks in no small part to an additional 22 processor cores this generation.
Tech industry
#neoclouds
Artificial intelligence
fromInfoWorld
1 month ago

Amazon is linking site hiccups to AI efforts

Amazon is implementing senior engineer approval requirements for AI-assisted code changes after experiencing multiple outages attributed to AI tools.
Tech industry
fromUnited States Edition
1 month ago

Spotlight report: Accelerating Data Center Modernization

Data center modernization is critical for AI deployment, requiring integrated infrastructure solutions across servers, storage, networking, and security.
fromInfoWorld
2 months ago

The private cloud returns, for AI workloads

A North American manufacturer spent most of 2024 and early 2025 doing what many innovative enterprises did: aggressively standardizing on the public cloud by using data lakes, analytics, CI/CD, and even a good chunk of ERP integration. The board liked the narrative because it sounded like simplification, and simplification sounded like savings. Then generative AI arrived, not as a lab toy but as a mandate. "Put copilots everywhere," leadership said. "Start with maintenance, then procurement, then the call center, then engineering change orders."
Artificial intelligence
fromComputerWeekly.com
2 months ago

Neoclouds: Meeting demand for AI acceleration | Computer Weekly

ChatGPT, launched in 2022, began making a significant impact on the market by late 2023, according to Synergy Research Group. The company's chief analyst, John Dinsdale, points out that cloud market leaders have experienced accelerated revenue growth over time. Additionally, the emergence of numerous neocloud companies ( see box: What is a neocloud?) has further strengthened the already positive momentum in the market.
Artificial intelligence
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