HPC · AI INFRASTRUCTURE · LINUX ENGINEERING
From a single-node AI lab to a multi-node GPU cluster or scalable AI Factory, MCR Tech India helps organizations plan compute, GPU, storage, network and software around real workloads.
MCR TECHInfrastructure engineering shaped around real workloads.
ABOUT MCR TECH INDIA
AI and HPC performance depends on more than GPU count. Model size, memory, CPU capacity, data pipelines, storage I/O, interconnect, software compatibility, scheduling and operations all matter. MCR Tech helps teams evaluate these dependencies and plan a practical architecture and support path.
More about MCR TechINTERACTIVE AI FACTORY MODEL
A simplified 3D illustration of GPU compute racks joining a fabric and running distributed workloads.
PLATFORM LAYERS
Illustrative visualization. Hardware, performance and cooling depend on the selected system configuration.
SERVICES
Plan, deploy, configure and support infrastructure around real workload requirements.
SERVICES / 01
MCR Tech provides scientific application installation, configuration, troubleshooting and technical support for research labs, universities, HPC clusters and scientific computing environments. We help resolve software dependency issues, application errors and performance problems.
Explore serviceGPU CATALOG
Compare manufacturer-published specifications and check exact product variants before planning a system.
NVIDIA · Ampere
SXM4 A100 80GB variant. Server-board and thermal configuration affect system-level requirements.
NVIDIA · Hopper
H100 SXM 80GB variant. Confirm the supported server platform, power envelope and cooling design.
NVIDIA · Ada Lovelace
L40S PCIe accelerator. Confirm chassis airflow, power and workload compatibility.
AMD · CDNA 3
MI300X OAM accelerator. Validate the complete platform and ROCm software compatibility.
AI, HPC & DATACENTER SOLUTIONS
Compare reference designs. Scale, redundancy, network fabric and operations depend on workload and site requirements.
REFERENCE SOLUTION / 01
A contained development or research environment
Explore solutionREFERENCE SOLUTION / 02
Scientific and parallel workloads
Explore solutionREFERENCE SOLUTION / 03
Shared accelerators for parallel workloads
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Shared platform for mixed workloads
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Integrated compute and data layers
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Containerized services and workloads
Explore solutionHPC & AI APPLICATIONS
Browse software, runtimes, models and scientific applications with upstream documentation.
PYTHON · NumPy Developers
Core Python arrays and numerical computing library.
Application detailsPYTHON · PyTorch Contributors
Machine learning framework with CPU and accelerator installation choices.
Application detailsSOFTWARE · SchedMD
Open-source workload manager for allocating cluster resources and running batch and parallel jobs.
Application detailsRUNTIME · vLLM Project
Inference and serving engine for supported language-model workloads.
Application detailsHPC & AI INDUSTRY APPLICATIONS
Explore workload patterns across research, engineering, public-sector, media and enterprise teams.
WORKLOAD AREA / 01
Shared compute for universities, teaching labs, simulation, analysis and reproducible software environments.
Explore applicationsWORKLOAD AREA / 02
Bioinformatics, molecular modeling and imaging research workflows, subject to data governance.
Explore applicationsWORKLOAD AREA / 03
Computational engineering, design exploration, simulation and technical visualization.
Explore applicationsWORKLOAD AREA / 04
Accelerated modeling, numerical analysis, geospatial workloads and large scientific datasets.
Explore applicationsWORKLOAD AREA / 05
Data intensive simulation, forecasting research and long running batch workloads.
Explore applicationsWORKLOAD AREA / 06
GPU infrastructure and software for model development, training, inference and evaluation.
Explore applicationsWORKLOAD AREA / 07
Shared research computing and data platforms planned around procurement, security and operational requirements.
Explore applicationsWORKLOAD AREA / 08
Video processing and visual-computing pipelines sized for codec, resolution, stream count and model needs.
Explore applicationsWORKLOAD AREA / 09
Compute and data workflows for analytics, simulation and model evaluation, subject to governance and software needs.
Explore applicationsWORKLOAD AREA / 10
Published learning resources for Linux, AI infrastructure, HPC operations and related technical workflows.
Explore applicationsTECHNICAL UPDATES
Technical notes and announcements published by the MCR Tech team.
Published updates will appear here. Drafts stay private.
Read all updatesCOURSES & TRAINING
Practical courses and lessons from the MCR Tech learning library.
HPC · All levels
Practical learning resources published by MCR Tech.
1 published lesson · Admin approved accessExplore coursePDF BOOKS & STUDY MATERIALS
Explore published learning materials, displayed INR pricing, and the available purchase or access options.
STUDY MATERIAL
Docker Containerization Technology: Practical Training Guide & PDF Book--> Learn Docker containerization with this practical training guide from MCR Tech...
INR 499.00View book and access optionsCOMMUNITY & KNOWLEDGE
Recent published technical questions and community learning resources.
Question · Open
hi can you please heml me to solve Linux provlen in ssh access from ROOT
Updated 2026-10-15Join discussionSTART A CONVERSATION
Share your workload, platform and support requirements with our team.
