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AIDC · HPC · GPU cloud · Cross-border

AI & Supercomputing Connect

Dedicated links from your HQ, R&D centres, plants and cloud to the AI computing centre, supercomputing centre or GPU cloud you choose. Guaranteed bandwidth, predictable latency and no public internet — with circuits, data-centre cross-connects, acceleration and operations handled by GSS, so your team can focus on models and the business.

Bandwidth1G – 10GData pathoff the public internetOperations24×7 NOC
AI and supercomputing data-centre hall
Use cases

When to call us

More and more companies rent GPU capacity instead of building their own. The hard part is usually not the compute but getting data and applications there safely and quickly: carrier circuits, cross-connects inside the compute centre, bandwidth planning, acceleration, security and operations.

AI & Supercomputing Connect packages all of that into one service. Tell us which compute centre and how much bandwidth; GSS delivers and runs the whole path from your sites to the compute centre's data hall.

  • Training models on rented capacity in an AI computing centre or GPU cloud, with terabytes moving back and forth
  • R&D teams running simulation, CAE or drug-discovery jobs at a supercomputing centre
  • Sending inference requests from plants, stores or campuses to a central GPU cluster
  • Using several compute providers and wanting one network for all of them
  • Reaching GPU clusters in Singapore, Tokyo or elsewhere, with an auditable cross-border path
Architecture

One network between your business and your compute

Your sites connect to the GSS network once; we deliver and run the links, cross-connects, acceleration and security to every compute centre.

YOUR SITES

  • HQ / R&D centresTraining data, simulation jobs
  • Plants · stores · campusesEdge inference requests
  • Own data rooms / public cloudData lakes and business systems

GSS COMPUTE ACCESS NETWORK

  1. Private lines: Ethernet / OTN / MPLS
  2. SD-WAN across compute centres
  3. Transfer acceleration
  4. Encryption and access control
  5. Cross-border audit gateway
  6. 24×7 NOC operations

COMPUTE

  • AI computing centres (AIDC)GPU training and inference clusters
  • Supercomputing centres (HPC)Simulation and scientific computing
  • GPU cloud / compute rentalElastic capacity on demand
  • GPU clusters abroadSingapore · Tokyo · Hong Kong · Los Angeles
Why it's easier

Making AI easier for the enterprise

Plug in

Tell us the compute centre and bandwidth. Survey, carrier selection, cross-connects and testing are on us.

Move data faster

Dedicated bandwidth plus transfer acceleration turns overnight dataset transfers into hours.

Off the public internet

Private circuits with encryption and access control; cross-border transfers are logged by an audit gateway.

No lock-in

Connect several compute centres on one network and switch or scale without new cabling.

Simpler to call

With the GSS AI API gateway, hosted models are called like internal services, with quotas and cost by department.

Someone accountable

24×7 NOC watches circuits and latency to each compute centre, with 15-minute P1 response and monthly reports.

Connection patterns

Typical ways customers connect

ScenarioHow it connectsBest for
Training data syncData room / storage ↔ AI computing centre; dedicated line + accelerationRegular bulk uploads and model downloads
R&D on supercomputersR&D centre ↔ supercomputing centre; private line or MPLS VPNSimulation, CAE, drug discovery
Central inferencePlants / stores / campuses → SD-WAN → inference clusterInspection, customer service, video analytics
Multiple compute centresOne SD-WAN / MPLS network to several providersPrice comparison, elastic capacity, resilience
Cross-border computeShanghai / Beijing ↔ Singapore / Tokyo / Hong Kong / Los AngelesGPU clusters abroad, with transfer audit
Specifications

Specifications

Destinations
AI computing centres (AIDC), supercomputing centres (HPC), GPU clouds and compute-rental facilities of your choice, plus GPU clusters abroad
Circuit types
Ethernet private line, OTN, MPLS VPN, SD-WAN; cross-border IEPL / MPLS provisioned through licensed basic telecom operators
Bandwidth
1G – 10G; higher capacity assessed per facility; temporary upgrades for training peaks, subject to carrier capacity
Performance
Latency, jitter and loss committed in the SLA; 99.99% availability with dual paths, < 50 ms protection switching
Add-ons
Transfer acceleration, encryption and access control, cross-border audit gateway, AI API gateway, AIOps
Delivery scope
Assessment, carrier selection, local loop, compute-centre cross-connects, equipment install, end-to-end testing
Operations
24×7 NOC monitoring of circuits and latency to each compute centre; 15-minute P1 response; monthly reports
Process

How delivery works

Assess

Which compute centres, how much data, latency targets and security boundary; bandwidth and cost estimate.

Design

Carrier and route selection, cross-connects, dual paths and acceleration.

Deliver & test

Local loop, cross-connects and equipment; end-to-end throughput and latency tests.

Operate & scale

24×7 NOC; bandwidth adjusted to training and inference load; new compute centres join the same network.

Case studies

In production

All case studies
Server board
Internet / AIGlobal AI company (Singapore HQ, Shanghai R&D)

Cross-border compute links and multi-cloud GPU scheduling

Moving 40 TB daily datasets from Shanghai to GPU clusters in Singapore and Tokyo took 20+ hours over the internet, and training data had to leave China over an auditable path.

Cross-border IEPLGPU schedulingTransfer audit
20h → 2.5h40 TB transfer
35% → 78%GPU utilisation
Automated factory
ManufacturingGlobal automotive parts maker (China operations)

Multi-plant SD-WAN and cross-border sync for an auto parts maker

MPLS between plants was costly and slow to scale, cloud ERP/MES performed poorly, and the nightly data sync with the German HQ took more than six hours.

SD-WANCross-border IEPLEdge AI
−34%WAN cost
6h → 50minCross-border sync
Retail store
RetailNational retail chain

1,800-store network upgrade with dual-link SD-WAN

Every store ran on a single broadband line; POS and loyalty systems dropped at peak hours. Customer data could not leave the company boundary.

SD-WANRolloutPrivate AI
−91%Store outages
1,800Stores connected
FAQ

Frequently asked questions

Didn't find your answer? Ask us

Which compute centres can you connect to?
Any AI computing centre, supercomputing centre, GPU cloud or compute-rental facility you choose can be assessed. GSS handles the circuits, cross-connects and operations from your sites to the facility; we are not tied to one compute provider.
Why not just use the internet?
A private line gives you dedicated bandwidth, committed latency and jitter, and keeps data off the public internet. Large training datasets move faster and more predictably, and security and audit requirements are easier to meet.
How long does it take?
Domestic circuits typically take 10–20 business days depending on the facility and local loop; cross-border circuits 20–45 business days. An encrypted internet link can bridge the gap until the circuit is live.
Can bandwidth follow our training cycles?
Yes. We plan bandwidth per project and can request temporary upgrades before training peaks, subject to carrier capacity. NOC traffic data drives our upgrade recommendations.
How do you handle cross-border transfers?
Cross-border circuits are provisioned through licensed carriers. An audit gateway records each transfer's dataset, hash, requester and approval, and sensitive fields can be masked before data leaves China.
How do applications call models hosted in the compute centre?
Through the GSS AI API gateway: applications connect to one endpoint, and the gateway handles authentication, quotas, routing and audit, with usage and cost visible by department.
Request a quote

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  • 2
    Quote in 1–3 business daysRoute options, alternatives and per-segment costs.
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