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Build HPC Cluster

KEYAN calculation specializes in providing end-to-end computing center and HPC cluster construction services for universities, research institutes, and scientific enterprises. Backed by our top-tier all-postgraduate and PhD expert team, we deliver turnkey solutions ranging from server-room cooling planning and high-speed network topology design to the deployment of customized CPU and GPU heterogeneous compute nodes. We build more than just a robust hardware foundation; we dive deep into the application layer to precisely adapt and compile complex scientific software ecosystems for First-Principles (DFT), Finite Element Analysis (FEA), and Molecular Dynamics (MD). KEYAN calculation constructs highly scalable, exclusive supercomputing platforms to thoroughly shatter computational bottlenecks and solidly support your team's most ambitious academic goals and frontier technological innovations.

HPC Cluster Architecture and Deployment Expertise

End-to-End Turnkey Supercomputing Deployment

We deliver one-stop, turnkey supercomputing solutions for universities and research institutes. From server-room cooling and InfiniBand high-speed network topologies to customized heterogeneous nodes, we handle the entire process. Free your team from complex IT infrastructure to focus entirely on cutting-edge innovation.

Heterogeneous Architecture for Complex Simulations

Precisely matching interdisciplinary computational needs, our cluster architectures seamlessly integrate robust multi-core CPUs and top-tier GPU nodes. Whether it's First-Principles (DFT) and FEA requiring massive memory bandwidth, or million-atom Molecular Dynamics (MD) demanding extreme parallel processing, experience unparalleled simulation acceleration.


Deep Ecosystem Tuning by Expert PhDs

We deliver more than hardware; we deliver a perfect computing ecosystem. Our all-postgraduate expert team deeply optimizes job scheduling systems (like Slurm) and underlying communication libraries. We seamlessly compile pre-install frontier scientific software, ensuring perfect hardware-software alignment for an out-of-the-box experience.

Ultimate Scalability & Absolute Data Security

Build a robust, highly scalable exclusive digital foundation. Our cluster solutions support smooth expansion as your projects grow, maximizing research investments. Furthermore, our fully on-premise, physically isolated deployments completely eliminate core data leaks, establishing the highest security moat for your enterprise's intellectual property.

Benefits of Build HPC Cluster

Accelerate Cutting-Edge Academic Breakthroughs

Exclusive Top-Tier Supercomputing Power

Guarantee Absolute Core Data Security

Highly Scalable For Future Growth

Deeply Adapt Scientific Software Ecosystems

Optimize Long-Term Research Investments

Common Questions on Build HPC Cluster
01
How do we determine the optimal ratio of CPU compute nodes to GPU-accelerated nodes in cluster construction?
How do we determine the optimal ratio of CPU compute nodes to GPU-accelerated nodes in cluster construction?
How do we determine the optimal ratio of CPU compute nodes to GPU-accelerated nodes in cluster construction?

Our all-postgraduate expert team deeply analyzes your research group's historical and future computational tasks. If your focus is on First-Principles (DFT) and Finite Element Analysis (FEA), we will emphasize high-frequency, multi-core CPU nodes. If you primarily run long-timescale Molecular Dynamics (MD) or AI training, we will significantly increase the weight of top-tier GPU nodes, ensuring maximum ROI on your computing investment.

02
Can we build a supercomputing cluster if our current laboratory lacks a professional server room environment?
Can we build a supercomputing cluster if our current laboratory lacks a professional server room environment?
Can we build a supercomputing cluster if our current laboratory lacks a professional server room environment?

Yes. We provide ground-up server room renovation solutions. Addressing the immense heat generated by high-density heterogeneous computing, we design and implement enterprise-grade precision air conditioning, cold aisle containment, or even liquid cooling solutions. We also assess power redundancy to ensure the cluster operates safely and stably even under full load.

03
Why must an HPC cluster emphasize high-speed network architecture? Isn't a standard Gigabit network sufficient?
Why must an HPC cluster emphasize high-speed network architecture? Isn't a standard Gigabit network sufficient?
Why must an HPC cluster emphasize high-speed network architecture? Isn't a standard Gigabit network sufficient?

Supercomputing is not merely stacking computers. During cross-node parallel computing (like multi-node collaborative solving of massive matrices), data exchange between nodes is immense. Standard networks cause severe communication delays, leaving expensive processors idling. We deploy InfiniBand (IB) or 100G/400G high-speed Ethernet to completely clear the communication arteries between nodes.

04
How should the cluster's storage system be designed to handle massive scientific computing data?
How should the cluster's storage system be designed to handle massive scientific computing data?
How should the cluster's storage system be designed to handle massive scientific computing data?

Targeting the "high-concurrency, large-throughput" nature of scientific computing, we build enterprise-grade storage arrays based on parallel file systems (such as Lustre or GPFS). This provides ultra-large capacity and enables multiple compute nodes to simultaneously read and write massive mesh files and huge physical simulation trajectory data at high speeds, thoroughly eliminating storage I/O bottlenecks.

05
After the cluster is built, how do multiple students and professors in the research group efficiently and fairly share computing power?
After the cluster is built, how do multiple students and professors in the research group efficiently and fairly share computing power?
After the cluster is built, how do multiple students and professors in the research group efficiently and fairly share computing power?

KEYAN calculation deploys and deeply optimizes professional job scheduling systems (like Slurm). It intelligently queues and dynamically allocates compute nodes based on user permissions, task priorities, and specific resource requirements. This avoids resource snatching and conflicts while providing detailed computing usage reports for easy team management.


06
Is the cluster you deliver just "bare metal"? Who is responsible for the underlying scientific software environment?
Is the cluster you deliver just
Is the cluster you deliver just

We deliver a complete, "out-of-the-box" digital foundation. As a team that understands research, we don't just build hardware; we also complete the deep adaptation and pre-installation of underlying compilers (like Intel OneAPI), MPI parallel libraries, and various dedicated scientific computing codes. This ensures all frontier algorithms achieve optimal compilation efficiency on your exclusive cluster.

07
If the research group receives new funding in the next two years and wants to expand the computing scale, does the cluster support expansion?
If the research group receives new funding in the next two years and wants to expand the computing scale, does the cluster support expansion?
If the research group receives new funding in the next two years and wants to expand the computing scale, does the cluster support expansion?

Fully supported. Our cluster architectures are designed with extreme horizontal scalability. Future additions of CPU or GPU compute nodes can smoothly integrate into the existing high-speed network and unified scheduling system, achieving seamless integration of computing power and perfectly protecting your initial investments in server room infrastructure and networking.

08
What about daily operation and maintenance after cluster delivery? Do you handle software error reports?
What about daily operation and maintenance after cluster delivery? Do you handle software error reports?
What about daily operation and maintenance after cluster delivery? Do you handle software error reports?

Delivery is just the beginning. Beyond real-time hardware monitoring and regular inspections, we provide scientific-level technical support that surpasses traditional IT companies. When you encounter specific algorithm errors, dependency library conflicts, or resource allocation anomalies during complex multi-scale simulations, our expert team directly intervenes to provide professional log analysis and in-depth technical backing.

Other HPC Server Service

Our CPU compute servers deliver exceptional multi-core performance and rock-solid stability. Powered by advanced architecture processors like Intel Xeon, they are engineered to accelerate massive parallel computing tasks, ensuring high-throughput data processing for complex DFT and FEA scientific simulations.
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Designed for demanding AI training and Molecular Dynamics, our custom GPU-accelerated servers feature top-tier graphics cards. They break through traditional computing bottlenecks, offering massive parallel processing power to drastically reduce simulation times and accelerate your most complex research algorithms.
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Access top-tier supercomputing power on demand without the heavy burden of hardware investment and maintenance. Our flexible computing rental service offers instant, scalable resources tailored to your specific project needs, allowing your team to focus entirely on scientific breakthroughs.
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Need simulation computing, research HPC, or SCI publication support?

Tell us what you're working on—our PhD-level team will respond quickly with a tailored solution and quotation (DFT/MD/FEM/CFD, 200+ PFlops compute resources, or end-to-end manuscript support).

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Latest News about KEYAN

jiaziqing@qiyancalc.com
+86-400-119-8339
Room 714-12, 7th Floor, Building 4, No. 1199 North Section, Hupan Road, Xinglong Sub-district, Tianfu New Area, Chengdu, Sichuan, China
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