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AI Training Infrastructure

Workload supply

AI Training Infrastructure

Multi-GPU servers, dense NVMe storage and high-speed networking for model training and fine-tuning.

Requirement checklist

What to define before model selection.

ASTER RACKIT can start with partial information, then turn it into a practical product shortlist.

01GPU count and memory target

Confirmed against available platforms, condition options and destination requirements.

02CPU platform and PCIe generation

Confirmed against available platforms, condition options and destination requirements.

03NVMe scratch capacity

Confirmed against available platforms, condition options and destination requirements.

04100GbE / InfiniBand fabric

Confirmed against available platforms, condition options and destination requirements.

05Rack power and cooling envelope

Confirmed against available platforms, condition options and destination requirements.

From workload to quote

We translate workload language into hardware.

Recommended server familyCandidate brands and modelsCPU, memory and storage directionGPU, fabric or network needsRack, power and logistics notesClear quotation package

Model examples

Refurbished platforms that can fit real projects.

ASTER RACKIT can compare these real used server families with new supply, then prepare a quote around the final workload and destination.

Dell PowerEdge R740 model illustration
Dell2U rack server

PowerEdge R740

Virtualization, database, private cloud and reseller inventory programs.

Example configuration

  • 2× Intel Xeon Gold 6142
  • 512GB DDR4 memory
  • 6× 240GB SATA SSD

Confirm the exact specification, condition and availability in your quotation. Images illustrate the model; request photos of the offered equipment.

Dell PowerEdge R740xd model illustration
Dell2U storage-dense rack server

PowerEdge R740xd

Storage-heavy virtualization, backup nodes and mixed SSD/HDD project builds.

Example configuration

  • 2× Intel Xeon Gold 5120
  • 384GB DDR4 memory
  • 24× 2.5-inch front-bay chassis

Confirm the exact specification, condition and availability in your quotation. Images illustrate the model; request photos of the offered equipment.

Dell PowerEdge R730xd model illustration
Dell2U storage-dense rack server

PowerEdge R730xd

Cost-sensitive storage, lab clusters, spare capacity and legacy generation matching.

Example configuration

  • 2× Intel Xeon E5-2603 v3
  • 192GB DDR4 memory
  • 18× 240GB SATA SSD

Confirm the exact specification, condition and availability in your quotation. Images illustrate the model; request photos of the offered equipment.

Dell PowerEdge R730 model illustration
Dell2U rack server

PowerEdge R730

General compute, virtualization expansion and stable enterprise refresh projects.

Example configuration

  • 2× Intel Xeon E5-2603 v3
  • 192GB DDR4 memory
  • 8× 240GB SATA SSD

Confirm the exact specification, condition and availability in your quotation. Images illustrate the model; request photos of the offered equipment.

From workload to deployable hardware

Configure the system around workload, site and growth plans.

We translate business and application requirements into practical server, memory, storage, network, accelerator, rack, power and support choices.

01

Enterprise infrastructure teams

Refresh, virtualization, database and private-cloud projects that need dependable configuration detail.

02

Cloud, hosting and data-center operators

Repeatable rack platforms, spare pools and multi-site capacity expansion.

03

Integrators and resellers

New and tested pre-owned systems prepared with options, accessories and export support.

Before we quote

The information that turns a request into the right offer.

You can start with partial information. These are the decisions our team closes with you before order confirmation.

DecisionWhat we reviewWhat you receive
Workload and scaleApplications, users, VMs, databases, data set, growth and availability targetA suitable platform and generation shortlist
Compute and memoryCPU family/core count, accelerator need, memory capacity and populationA valid processor and DIMM direction
Storage and I/OBay layout, media, RAID/HBA, PCIe, NIC speed and expansionA complete option schedule
Rack and lifecycleDepth, power, cooling, rails, support, condition and destinationDeployment and commercial notes

Inside the supply process

Product, configuration and delivery shown in context.

Mainstream 2U enterprise platform for AI Training Infrastructure
Mainstream 2U enterprise platformA versatile class for virtualization, database and private-cloud projects.
Modular and high-density compute for AI Training Infrastructure
PLANNING CONTEXT · EXACT PRODUCT PHOTOS SUPPLIED BEFORE ORDERModular and high-density computeChassis-level planning for standardized fleets and shared fabrics.
Inventory and project preparation for AI Training Infrastructure
PLANNING CONTEXT · EXACT PRODUCT PHOTOS SUPPLIED BEFORE ORDERInventory and project preparationConfiguration, quantity and packing move together through the supply process.

What appears on the offer

Commercial detail buyers can approve with confidence.

Claims are tied to the exact model, serial status, configuration and destination shown on the quotation.

01A clear final bill of materials

The offer separates the main unit, selected options, required accessories and any software or subscription items.

02Condition and inclusion statement

Condition, included rails, bezels, caddies, cables, documentation and packaging are stated before order confirmation.

03Compatibility review

Selected parts are checked against current manufacturer documentation and available configuration tools.

04Indicative project timeline

Validation, allocation, testing, packing, export clearance and transit are shown as separate milestones.

05Warranty path in writing

Provider, duration, service level, covered geography and material exclusions appear on the quote.

06Return and RMA terms

The offer or sales contract states the DOA notice window, written RMA process, return-freight responsibility, inspection or restocking charges, non-returnable configured or licensed items, remedy and return location.

07Delivery and Incoterm detail

The named destination, packed size, freight method and quoted Incoterms® 2020 rule are recorded clearly.

Project path

From requirement to international delivery.

01

Tell us what must work

Send the model, workload, quantity, preferred condition, deadline and destination.

02

Review the technical fit

We close configuration, compatibility, licensing, power, accessories and acceptable alternatives.

03

Approve the documented offer

You review availability, condition, inclusions, warranty, timeline, packing and freight terms.

04

Prepare, pack and hand over

Testing or seal review, photos, protective packing, export documents and carrier handover follow the approved scope.

Buyer questions

Answers before the first purchase order.

Can I request a mixed list from several brands?

Yes. Send one spreadsheet or message. We separate servers, networking and components into the right technical review, then return a consolidated commercial offer.

How is availability confirmed?

Availability and lead time are confirmed after the exact model, configuration, condition, quantity, destination and compliance review are complete.

Are software licenses included with the hardware?

Only when they are itemized and confirmed on the quote. Hardware ownership does not automatically transfer subscriptions, management entitlements or feature activations.

What warranty is included?

The quote states whether coverage is provided by the manufacturer, a channel partner or ASTER RACKIT, together with duration, region, service level and exclusions.

How is equipment protected for international transit?

We use serviceable OEM packaging where available, or ESD protection, immobilizing foam, double-wall cartons, pallets or crates selected for the unit weight and route.

How do returns and RMA requests work?

Terms vary for factory-new channel goods, configured systems, licensed products and international pre-owned orders. Before purchase, the quote or sales contract states the DOA notice window, written RMA authorization, return-freight responsibility, inspection or restocking charges, non-returnable items, available remedy and cross-border return point. No return is accepted without written RMA approval; the signed commercial terms control.