惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
P
Palo Alto Networks Blog
S
Securelist
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
NISL@THU
NISL@THU
L
Lohrmann on Cybersecurity
有赞技术团队
有赞技术团队
The GitHub Blog
The GitHub Blog
C
Cisco Blogs
B
Blog
Microsoft Azure Blog
Microsoft Azure Blog
Recent Announcements
Recent Announcements
Simon Willison's Weblog
Simon Willison's Weblog
T
Tenable Blog
Know Your Adversary
Know Your Adversary
Spread Privacy
Spread Privacy
WordPress大学
WordPress大学
月光博客
月光博客
Latest news
Latest news
C
CXSECURITY Database RSS Feed - CXSecurity.com
T
Threat Research - Cisco Blogs
Cisco Talos Blog
Cisco Talos Blog
I
InfoQ
D
Darknet – Hacking Tools, Hacker News & Cyber Security
W
WeLiveSecurity
Hacker News - Newest:
Hacker News - Newest: "LLM"
酷 壳 – CoolShell
酷 壳 – CoolShell
U
Unit 42
C
Cybersecurity and Infrastructure Security Agency CISA
博客园 - 聂微东
人人都是产品经理
人人都是产品经理
Google DeepMind News
Google DeepMind News
Apple Machine Learning Research
Apple Machine Learning Research
Attack and Defense Labs
Attack and Defense Labs
罗磊的独立博客
T
The Exploit Database - CXSecurity.com
I
Intezer
GbyAI
GbyAI
Jina AI
Jina AI
www.infosecurity-magazine.com
www.infosecurity-magazine.com
Blog — PlanetScale
Blog — PlanetScale
博客园 - 司徒正美
Google Online Security Blog
Google Online Security Blog
Engineering at Meta
Engineering at Meta
D
Docker
Recent Commits to openclaw:main
Recent Commits to openclaw:main
小众软件
小众软件
云风的 BLOG
云风的 BLOG
爱范儿
爱范儿
Project Zero
Project Zero

Megaport Blog

A Guide to NAT Gateway A Guide to Cloud Storage How the Data Center Is Evolving in 2026 What to Expect When Attending Your First Network Operator Group (NOG) Nine Ways to Connect to Cloud Using Private Connectivity Migrate Your On-premises to the Cloud: A Step-by-Step Guide How to Lower Your Egress Fees in 2026 How to Achieve Data Sovereignty in Europe Cisco and Megaport: Redefining the Edge of Modern Networking How to Reduce Latency in Your Multicloud Environment Introducing Megaport High-Speed Cross-Cloud Encryption Are Businesses Leaving the Cloud? Using Meraki and Megaport Virtual Edge for Multicloud Networking Equinix Metal® is Going Away: Here’s What You Can Do Introducing Megaport On-ramp as a Service Megaport’s Full Solution Portfolio Is Coming to India New Bare-metal GPU Instance Now Available with NVIDIA RTX Pro 6000 A Look Back at 2025: Megaport's Biggest Updates Megaport Expands Into India With Strategic Acquisition of Extreme IX Your 2026 Predictions From AWS re:Invent 2025 What’s Next for NaaS? Top Trends for 2026 What is IPsec? When to Move From Public Internet to Private Connectivity Megaport and Latitude.sh: Bringing Compute and Connectivity Together How to Improve Your Microsoft ExpressRoute Resilience with Megaport Connectivity Comparing Ways to Connect to AWS What is API-First Networking? The Hidden Cost of Running Cloud-Hosted SD-WAN for IaaS How to Overcome NaaS Integration Challenges Introducing SCION with Anapaya and Megaport How You Can Use Network as a Service (NaaS) to Future-Proof Your Network Introducing 400G Ports All the As-a-services, Compared Introducing Megaport IPsec Tunnels High Score: Megaport Hits 1,000 Locations A Guide to Colocation Data Centers Maximizing Peering Through Flow Analysis How to Build Resilient Networks for AI Production Workloads Introducing Packet Filtering on Megaport Cloud Router Building Resilient Government IT: Strategies for Secure, Compliant, and Scalable Connectivity Future-Proofing Government IT: Balancing Innovation, Security, and Sovereignty in a Changing World Telstra Programmable Network Is Being Discontinued. Here’s How to Migrate The Future of WAN Design Depends on Network as a Service (NaaS) Cisco Webex Edge Connect Launches on Megaport Voice and Video Exchange How to Prepare for APRA CPS 230 Regulations Comparing the SD-WAN Licensing Needs of Major Vendors A Guide to Improving Network Performance How Latitude.sh, Wasabi, and Megaport Unlock Cost-Effective Multicloud Four Ways to Connect Your Clouds SD-WAN and MPLS: Weighing the Similarities, Differences, and Benefits What is Network as a Service (NaaS)? How to Arrange Bilateral Peering Sessions Comparing Major SD-WAN Vendors Software Defined Networking in the Healthcare Industry Deploying A Global Network in Minutes With Megaport AWS Direct Connect Gateway (DGW) Data Transfer Outbound Rules Bilateral and Multilateral Peering: What’s the Difference? Multi-Region SD-WAN: Why Megaport SDCI is the Right Choice Microsoft Azure is Going Secure by Default. Are You Ready? Introducing Megaport NAT Gateway A Guide to AWS Security Tools How to Deploy Amazon Bedrock Using AWS Direct Connect and Megaport Azure Private Link, Explained Introducing 100G MCRs Your Questions Answered on Simplifying Hybrid and Multicloud Network Connectivity How to Fix Poor AWS Latency A Look Back at 2024: Megaport’s Biggest Updates Your 2025 Predictions From AWS re:Invent 2024 Six Ways to Get a More Resilient Network in 2025 Multicloud Security: Challenges and Solutions The Real Cost of High Network Latency Why Brazil is Your Key to Unlocking Business Growth in Latin America Why You Need Integrated Network Security Six Key Differences Between Major Cloud Providers How to Automate Your Megaport Infrastructure With APIs Why Italy is Europe’s Next Cloud Expansion Hotspot How to Lower Your Cloud Costs Peering: How Local Is Local? Introducing Megaport AI Exchange Two Scenarios for Hybrid Multicloud Deployment With IBM Cloud and Microsoft Azure How to Connect Equinix and Digital Realty Megaport Enables Microsoft Azure ExpressRoute Metro for More Resilient Network Connectivity Executives, Here’s What Your Network Team Wants You to Know Easy Ways to Interconnect Your Network The Role of the Data Center in Your Network 100G VXC Expansion: Now Available From 597 Data Centers Worldwide Top 10 How-To Guides To Improve Your Network Comparing Encryption in Transit Options A Sustainable Business Strategy Starts With Your Network Solutions to Common API Issues With Megaport Transforming Financial Connectivity: Introducing Megaport Financial Services Exchange (FSX) Megaport Enhancing Connectivity in Adelaide Megaport’s Latest Portal Features and Functionalities Automate Your Network Deployments With The New Megaport Terraform Provider A Recap of the Megaport World Tour 2024 Top 5 Cloud and Networking Announcements From Cisco Live 2024 Megaport Enhancing Connectivity in Canberra AWS PrivateLink, Explained How Megaport and Wasabi Are Simplifying Cloud Storage Megaport Launches First AWS Direct Connect Network Service Offering on AWS Marketplace
Building Production-Ready AI Infrastructure: How Megaport and Vultr Are Solving the Enterprise Challenge
Kevin Dresser · 2025-02-13 · via Megaport Blog

By Kevin Dresser, Solutions Architect

By bridging traditional enterprise environments with modern GPU resources, we're helping organizations build AI infrastructure that's truly ready for production workloads.

Co-authored by Duncan Ng, Vice President Solutions Engineering, Vultr

As enterprises move from AI experimentation to production deployment, most are realizing a fundamental truth: Successful AI adoption requires more than just access to GPU computing power. Production AI also needs a thoughtfully architected foundation – one that seamlessly combines secure, high-performance networking with flexible GPU computing capabilities.

That’s why Megaport and Vultr have joined forces to tackle this challenge head-on.

By bridging traditional enterprise environments with modern GPU resources, we’re helping organizations build AI infrastructure that’s truly ready for production workloads.

Why Megaport and Vultr?

The partnership between Megaport and Vultr aligns both providers’ strengths to support enterprises in making their AI goals a tangible reality.

  • Vultr’s high-performance GPU cloud provides enterprises with flexible, cost-effective access to AI computing resources.
  • Megaport’s global Network as a Service platform enables secure, reliable connectivity between existing enterprise infrastructure and these crucial GPU resources.

Together, we’re helping organizations bridge the gap between their current infrastructure investments and the specialized compute resources needed for AI workloads.

The evolution of enterprise AI infrastructure

At the beginning of the AI boom, adoption often followed a familiar pattern: Organizations would carve out isolated environments for their data science teams, typically relying on a single cloud provider’s GPU instances or building small on-premises GPU clusters.

While this approach worked for proof-of-concept projects, enterprises quickly discovered their limitations when scaling to production. Procuring additional hardware became incredibly difficult, and GPUs from just one hyperscale cloud provider were not often immediately available in the right location, at the right price.

Today’s mature AI implementations look markedly different. Now, organizations are embracing distributed and complex architectures that combine:

  • on-premises data centers housing sensitive training data
  • colocation facilities providing high-performance compute
  • multiple cloud providers offering specialized GPU capabilities
  • edge locations supporting real-time inference.

The story is not dissimilar to the enterprise cloud journey in the years prior to the AI boom, which we’ve written about previously. Not long after companies adopted cloud technology from a single vendor, they realized the cost and availability benefits of using multiple cloud providers.

With the subsequent rise of multicloud, enterprise IT infrastructure became increasingly distributed – and the underlying network became critical for overall performance and resilience.

A joint approach to production-ready AI

When used together, Megaport and Vultr simplify the complexity brought by modern, distributed AI networks. By combining Vultr’s GPU-as-a-Service platform with Megaport’s global network fabric, enterprises can:

  • quickly establish private, high-performance connections to GPU resources
  • maintain data sovereignty while leveraging cloud-based AI capabilities
  • scale compute resources up and down based on demand
  • optimize data transfer costs with predictable, usage-based pricing
  • create multi-region AI architectures with consistent performance.

Real-world scenario

Healthcare: Distributed Medical Imaging Analysis

A leading healthcare provider needed to process medical imaging data from multiple clinics while maintaining HIPAA compliance. Clinicians and patients then needed to view their results via the provider’s healthcare portal. The joint solution from Megaport and Vultr included:

  • local edge data aggregation from clinics
  • secure transfer, via Megaport virtual and physical access services, onto Megaport’s private network
  • direct access to secure data stores in public and private clouds
  • private connections from data stores to Vultr’s GPU cloud for AI processing
  • results distribution back to clinics through the same secure infrastructure.

As a result of deploying Megaport and Vultr, the healthcare provider now benefits from secure, scalable, low-latency connections to handle AI production workloads with efficiency and ease.

An integrated AI cloud network using Megaport and Vultr.
An integrated AI cloud network using Megaport and Vultr.

Build your production-ready AI infrastructure

Now, you can see for yourself how Megaport and Vultr are helping enterprises create the foundation for successful AI deployment. Join our upcoming webinar for a technical deep dive into how we’re working together to solve the challenges of production AI infrastructure.

Join us for a live demo of how you can:

  • design hybrid architectures that optimize for both performance and cost
  • implement secure, low-latency connectivity to GPU resources
  • manage AI data pipelines across distributed environments
  • leverage our combined solutions to simplify infrastructure complexity.

We’ll showcase how the integration of Megaport’s networking platform with Vultr’s GPU as a Service enables rapid deployment of production-ready AI infrastructure that scales with your needs.

Date: Thursday, March 6, 2025

Times:

  • APAC - 10:00am AEST
  • EMEA - 10:00am GMT | 11:00am CET
  • AMER - 11:am PST | 2:00pm EST

Don’t miss this opportunity to learn from real-world examples and get practical how-tos for building resilient AI infrastructure for your production workloads.

Register now

Schedule a consultation with Vultr

Explore Megaport AI Exchange