Cloud Computing Considerations

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```mediawiki This is a highly detailed technical documentation article for a hypothetical, high-density, dual-socket server configuration, designated **"Template:Title"**.

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  1. Template:Title: High-Density Compute Node Technical Deep Dive
    • Author:** Senior Server Hardware Engineering Team
    • Version:** 1.1
    • Date:** 2024-10-27

This document provides a comprehensive technical overview of the **Template:Title** server configuration. This platform is engineered for environments requiring extreme processing density, high memory bandwidth, and robust I/O capabilities, targeting mission-critical virtualization and high-performance computing (HPC) workloads.

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    1. 1. Hardware Specifications

The **Template:Title** configuration is built upon a 2U rack-mountable chassis, optimized for thermal efficiency and maximum component density. It leverages the latest generation of server-grade silicon to deliver industry-leading performance per watt.

      1. 1.1 System Board and Chassis

The core of the system is a proprietary dual-socket motherboard supporting the latest '[Platform Codename X]' chipset.

Feature Specification
Form Factor 2U Rackmount
Chassis Model Server Chassis Model D-9000 (High Airflow Variant)
Motherboard Dual-Socket (LGA 5xxx Socket)
BIOS/UEFI Firmware Version 3.2.1 (Supports Secure Boot and IPMI 2.0)
Management Controller Integrated Baseboard Management Controller (BMC) with dedicated 1GbE port
      1. 1.2 Central Processing Units (CPUs)

The **Template:Title** is configured for dual-socket operation, utilizing processors specifically selected for their high core count and substantial L3 cache structures, crucial for database and virtualization duties.

Component Specification Detail
CPU Model (Primary/Secondary) 2 x Intel Xeon Scalable Processor [Model Z-9490] (e.g., 64 Cores, 128 Threads each)
Total Cores/Threads 128 Cores / 256 Threads (Max Configuration)
Base Clock Frequency 2.8 GHz
Max Turbo Frequency (Single Core) Up to 4.5 GHz
L3 Cache (Total) 2 x 128 MB (256 MB Aggregate)
TDP (Per CPU) 350W (Thermal Design Power)
Supported Memory Channels 8 Channels per socket (16 total)

For further context on processor architectures, refer to the Processor Architecture Comparison.

      1. 1.3 Memory Subsystem (RAM)

Memory capacity and bandwidth are critical for this configuration. The system supports high-density Registered DIMMs (RDIMMs) across 32 DIMM slots (16 per CPU).

Parameter Configuration Detail
Total DIMM Slots 32 (16 per socket)
Memory Type Supported DDR5 ECC RDIMM
Maximum Capacity 8 TB (Using 32 x 256GB DIMMs)
Tested Configuration (Default) 2 TB (32 x 64GB DDR5-5600 ECC RDIMM)
Memory Speed (Max Supported) DDR5-6400 MT/s (Dependent on population density)
Memory Controller Type Integrated into CPU (IMC)

Understanding memory topology is vital for optimal performance; see NUMA Node Configuration Best Practices.

      1. 1.4 Storage Configuration

The **Template:Title** emphasizes high-speed NVMe storage, utilizing U.2 and M.2 form factors for primary boot and high-IOPS workloads, while offering flexibility for bulk storage via SAS/SATA drives.

        1. 1.4.1 Primary Storage (NVMe/Boot)

Boot and OS drives are typically provisioned on high-endurance M.2 NVMe drives managed by the chipset's PCIe lanes.

| Storage Bay Type | Quantity | Interface | Capacity (Per Unit) | Purpose | | :--- | :--- | :--- | :--- | :--- | | M.2 NVMe (Internal) | 2 | PCIe Gen 5 x4 | 3.84 TB (Enterprise Grade) | OS Boot/Hypervisor |

        1. 1.4.2 Secondary Storage (Data/Scratch Space)

The chassis supports hot-swappable drive bays, configured primarily for high-throughput storage arrays.

Bay Type Quantity Interface Configuration Notes
Front Accessible Bays (Hot-Swap) 12 x 2.5" Drive Bays SAS4 / NVMe (via dedicated backplane) Supports RAID configurations via dedicated hardware RAID controller (e.g., Broadcom MegaRAID 9750-16i).

The storage subsystem relies heavily on PCIe lane allocation. Consult PCIe Lane Allocation Standards for full topology mapping.

      1. 1.5 Networking and I/O Expansion

I/O density is achieved through multiple OCP 3.0 mezzanine slots and standard PCIe expansion slots.

Slot Type Quantity Interface / Bus Configuration
OCP 3.0 Mezzanine Slot 2 PCIe Gen 5 x16 Reserved for dual-port 100GbE or 200GbE adapters.
Standard PCIe Slots (Full Height) 4 PCIe Gen 5 x16 (x16 electrical) Used for specialized accelerators (GPUs, FPGAs) or high-speed Fibre Channel HBAs.
Onboard LAN (LOM) 2 1GbE Baseboard Management Network

The utilization of PCIe Gen 5 significantly reduces latency compared to previous generations, detailed in PCIe Generation Comparison.

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    1. 2. Performance Characteristics

Benchmarking the **Template:Title** reveals its strength in highly parallelized workloads. The combination of high core count (128) and massive memory bandwidth (16 channels DDR5) allows it to excel where data movement bottlenecks are common.

      1. 2.1 Synthetic Benchmarks

The following results are derived from standardized testing environments using optimized compilers and operating systems (Red Hat Enterprise Linux 9.x).

        1. 2.1.1 SPECrate 2017 Integer Benchmark

This benchmark measures throughput for parallel integer-based applications, representative of large-scale virtualization and transactional processing.

Metric Template:Title Result Previous Generation (2U Dual-Socket) Comparison
SPECrate 2017 Integer Score 1150 (Estimated) +45% Improvement
Latency (Average) 1.2 ms -15% Reduction
        1. 2.1.2 Memory Bandwidth Testing

Measured using STREAM benchmark tools configured to saturate all 16 memory channels simultaneously.

Operation Bandwidth Achieved Theoretical Max (DDR5-5600)
Triad Bandwidth 850 GB/s ~920 GB/s
Copy Bandwidth 910 GB/s ~1.1 TB/s
  • Note: Minor deviation from theoretical maximum is expected due to IMC overhead and memory controller contention across 32 populated DIMMs.*
      1. 2.2 Real-World Application Performance

Performance metrics are more relevant when contextualized against common enterprise workloads.

        1. 2.2.1 Virtualization Density (VMware vSphere 8.0)

Testing involved deploying standard Linux-based Virtual Machines (VMs) with standardized vCPU allocations.

| Workload Metric | Configuration A (Template:Title) | Configuration B (Standard 2U, Lower Core Count) | Improvement Factor | :--- | :--- | :--- | :--- | Maximum Stable VMs (per host) | 320 VMs (8 vCPU each) | 256 VMs (8 vCPU each) | 1.25x | Average VM Response Time (ms) | 4.8 ms | 5.9 ms | 1.23x | CPU Ready Time (%) | < 1.5% | < 2.2% | Improved efficiency

The high core density minimizes the reliance on CPU oversubscription, leading to lower CPU Ready times, a critical metric in virtualization performance. See VMware Performance Tuning for optimization guidance.

        1. 2.2.2 Database Transaction Processing (OLTP)

Using TPC-C simulation, the platform demonstrates superior throughput due to its large L3 cache, which reduces the need for frequent main memory access.

  • **TPC-C Throughput (tpmC):** 1,850,000 tpmC (at 128-user load)
  • **I/O Latency (99th Percentile):** 0.8 ms (Storage subsystem dependent)

This performance profile is heavily influenced by the NVMe subsystem's ability to keep up with high transaction rates.

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    1. 3. Recommended Use Cases

The **Template:Title** is not a general-purpose server; its specialized density and high-speed interconnects dictate specific optimal applications.

      1. 3.1 Mission-Critical Virtualization Hosts

Due to its 128-thread capacity and 8TB RAM ceiling, this configuration is ideal for hosting dense, monolithic virtual machine clusters, particularly those running VDI or large-scale application servers where memory allocation per VM is significant.

  • **Key Benefit:** Maximizes VM density per rack unit (U), reducing data center footprint costs.
      1. 3.2 High-Performance Computing (HPC) Workloads

For scientific simulations (e.g., computational fluid dynamics, weather modeling) that are memory-bandwidth sensitive and require significant floating-point operations, the **Template:Title** excels. The 16-channel memory architecture directly addresses bandwidth starvation common in HPC kernels.

  • **Requirement:** Optimal performance is achieved when utilizing specialized accelerator cards (e.g., NVIDIA H100 Tensor Core GPU) installed in the PCIe Gen 5 slots.
      1. 3.3 Large-Scale Database Servers (In-Memory Databases)

Systems running SAP HANA, Oracle TimesTen, or other in-memory databases benefit immensely from the high RAM capacity (up to 8TB). The low-latency access provided by the integrated memory controller ensures rapid query execution.

  • **Consideration:** Proper NUMA balancing is paramount. Configuration must ensure database processes align with local memory controllers. See NUMA Architecture.
      1. 3.4 AI/ML Training and Inference Clusters

While primarily CPU-centric, this server acts as an excellent host for multiple high-end accelerators. Its powerful CPU complex ensures the data pipeline feeding the GPUs remains saturated, preventing GPU underutilization—a common bottleneck in less powerful host systems.

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    1. 4. Comparison with Similar Configurations

To properly assess the value proposition of the **Template:Title**, it must be benchmarked against two common alternatives: a higher-density, single-socket configuration (optimized for power efficiency) and a traditional 4-socket configuration (optimized for maximum I/O branching).

      1. 4.1 Configuration Matrix

| Feature | Template:Title (2U Dual-Socket) | Configuration X (1U Single-Socket) | Configuration Y (4U Quad-Socket) | | :--- | :--- | :--- | :--- | | Socket Count | 2 | 1 | 4 | | Max Cores | 128 | 64 | 256 | | Max RAM | 8 TB | 4 TB | 16 TB | | PCIe Lanes (Total) | 128 (Gen 5) | 80 (Gen 5) | 224 (Gen 5) | | Rack Density (U) | 2U | 1U | 4U | | Memory Channels | 16 | 8 | 32 | | Power Draw (Peak) | ~1600W | ~1100W | ~2500W | | Ideal Role | Balanced Compute/Memory Density | Power-Constrained Workloads | Maximum I/O and Core Count |

      1. 4.2 Performance Trade-offs Analysis

The **Template:Title** strikes a deliberate balance. Configuration X offers better power efficiency per server unit, but the **Template:Title** delivers 2x the total processing capability in only 2U of space, resulting in superior compute density (cores/U).

Configuration Y offers higher scalability in terms of raw core count and I/O capacity but requires significantly more power (30% higher peak draw) and occupies twice the physical rack space (4U vs 2U). For most mainstream enterprise virtualization, the 2:1 density advantage of the **Template:Title** outweighs the need for the 4-socket architecture's maximum I/O branching.

The most critical differentiator is memory bandwidth. The 16 memory channels in the **Template:Title** provide superior sustained performance for memory-bound tasks compared to the 8 channels in Configuration X. See Memory Bandwidth Utilization.

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    1. 5. Maintenance Considerations

Deploying high-density servers like the **Template:Title** requires stringent attention to power delivery, cooling infrastructure, and serviceability procedures to ensure maximum uptime and component longevity.

      1. 5.1 Power Requirements and Redundancy

Due to the high TDP components (350W CPUs, high-speed NVMe drives), the power budget must be carefully managed at the rack PDU level.

Component Group Estimated Peak Wattage (Configured) Required PSU Rating
Dual CPU (2 x 350W TDP) ~1400W (Under full synthetic load) 2 x 2000W (1+1 Redundant configuration)
RAM (8TB Load) ~350W Required for PSU calculation
Storage (12x NVMe/SAS) ~150W Total System Peak: ~1900W

It is mandatory to deploy this system in racks fed by **48V DC power** or **high-amperage AC circuits** (e.g., 30A/208V circuits) to avoid tripping breakers during peak load events. Refer to Data Center Power Planning.

      1. 5.2 Thermal Management and Airflow

The 2U chassis design relies heavily on high static pressure fans to push air across the dense CPU heat sinks and across the NVMe backplane.

  • **Minimum Required Airflow:** 180 CFM at 35°C ambient inlet temperature.
  • **Recommended Inlet Temperature:** Below 25°C for sustained peak loading.
  • **Fan Configuration:** N+1 Redundant Hot-Swappable Fan Modules (8 total modules).

Improper airflow management, such as mixing this high-airflow unit with low-airflow storage arrays in the same rack section, will lead to thermal throttling of the CPUs, severely impacting performance metrics detailed in Section 2. Consult Server Cooling Standards for rack layout recommendations.

      1. 5.3 Serviceability and Component Access

The **Template:Title** utilizes a top-cover removal mechanism that provides full access to the DIMM slots and CPU sockets without unmounting the chassis from the rack (if sufficient front/rear clearance is maintained).

        1. 5.3.1 Component Replacement Procedures

| Component | Replacement Procedure Notes | Required Downtime | | :--- | :--- | :--- | | DIMM Module | Hot-plug supported only for specific low-power DIMMs; cold-swap recommended for large capacity changes. | Minimal (If replacing non-boot path DIMM) | | CPU/Heatsink | Requires chassis removal from rack for proper torque application and thermal paste management. | Full Downtime | | Fan Module | Hot-Swappable (N+1 redundancy ensures operation during replacement). | Zero | | RAID Controller | Accessible via rear access panel; hot-swap dependent on controller model. | Minimal |

All maintenance procedures must adhere strictly to the Vendor Maintenance Protocol. Failure to follow torque specifications on CPU retention mechanisms can lead to socket damage or poor thermal contact.

      1. 5.4 Firmware Management

Maintaining the synchronization of the BMC, BIOS/UEFI, and RAID controller firmware is critical for stability, especially when leveraging advanced features like PCIe Gen 5 bifurcation or memory mapping. Automated firmware deployment via the BMC is the preferred method for large deployments. See BMC Remote Management.

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    1. Conclusion

The **Template:Title** configuration represents a significant leap in 2U server density, specifically tailored for memory-intensive and highly parallelized computations. Its robust specifications—128 cores, 8TB RAM capacity, and extensive PCIe Gen 5 I/O—position it as a premium solution for modern enterprise data centers where maximizing compute density without sacrificing critical bandwidth is the primary objective. Careful planning regarding power delivery and cooling infrastructure is mandatory for realizing its full performance potential.

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Intel-Based Server Configurations

Configuration Specifications Benchmark
Core i7-6700K/7700 Server 64 GB DDR4, NVMe SSD 2 x 512 GB CPU Benchmark: 8046
Core i7-8700 Server 64 GB DDR4, NVMe SSD 2x1 TB CPU Benchmark: 13124
Core i9-9900K Server 128 GB DDR4, NVMe SSD 2 x 1 TB CPU Benchmark: 49969
Core i9-13900 Server (64GB) 64 GB RAM, 2x2 TB NVMe SSD
Core i9-13900 Server (128GB) 128 GB RAM, 2x2 TB NVMe SSD
Core i5-13500 Server (64GB) 64 GB RAM, 2x500 GB NVMe SSD
Core i5-13500 Server (128GB) 128 GB RAM, 2x500 GB NVMe SSD
Core i5-13500 Workstation 64 GB DDR5 RAM, 2 NVMe SSD, NVIDIA RTX 4000

AMD-Based Server Configurations

Configuration Specifications Benchmark
Ryzen 5 3600 Server 64 GB RAM, 2x480 GB NVMe CPU Benchmark: 17849
Ryzen 7 7700 Server 64 GB DDR5 RAM, 2x1 TB NVMe CPU Benchmark: 35224
Ryzen 9 5950X Server 128 GB RAM, 2x4 TB NVMe CPU Benchmark: 46045
Ryzen 9 7950X Server 128 GB DDR5 ECC, 2x2 TB NVMe CPU Benchmark: 63561
EPYC 7502P Server (128GB/1TB) 128 GB RAM, 1 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (128GB/2TB) 128 GB RAM, 2 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (128GB/4TB) 128 GB RAM, 2x2 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (256GB/1TB) 256 GB RAM, 1 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (256GB/4TB) 256 GB RAM, 2x2 TB NVMe CPU Benchmark: 48021
EPYC 9454P Server 256 GB RAM, 2x2 TB NVMe

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⚠️ *Note: All benchmark scores are approximate and may vary based on configuration. Server availability subject to stock.* ⚠️

This document details a high-density server configuration optimized for cloud computing environments. It outlines hardware specifications, performance characteristics, recommended use cases, comparative analysis, and essential maintenance considerations. This configuration is designed to balance cost-effectiveness with performance, targeting common cloud workloads such as virtual machine hosting, containerization, and data analytics.

1. Hardware Specifications

This configuration centers around maximizing core density and memory capacity within a 2U server chassis. The focus is on providing a robust foundation for virtualization and containerization.

Component Specification Details
CPU Dual Intel Xeon Platinum 8380 40 Cores / 80 Threads per CPU, Base Frequency 2.3 GHz, Turbo Boost Max 3.4 GHz, 60MB L3 Cache, UPI Link Speed 11.2 GT/s. CPU Architecture comparison is critical for performance analysis.
Motherboard Supermicro X12DPG-QT6 Dual Socket P+ (LGA 4189) supporting 3rd Gen Intel Xeon Scalable Processors. Supports up to 8TB DDR4 ECC Registered Memory, 7 PCIe 4.0 x16 slots, 2 x 10GbE LAN ports, and IPMI 2.0 remote management. See Motherboard Chipset Analysis for details.
RAM 2TB DDR4-3200 ECC Registered LRDIMMs 16 x 128GB (8 per CPU). LRDIMMs (Load-Reduced DIMMs) are used to maximize memory capacity. Memory Technology overview.
Storage - OS/Boot 2 x 480GB NVMe PCIe 4.0 SSDs (RAID 1) Samsung PM9A1 series for fast boot times and OS responsiveness. Utilizing RAID 1 provides redundancy. See RAID Levels for a detailed explanation.
Storage - Data 24 x 8TB SAS 12Gbps 7.2K RPM HDDs (RAID 6) Seagate Exos X16 series. RAID 6 provides excellent data protection with dual parity. Storage Area Networks are relevant for scaling beyond this configuration.
Storage Controller Broadcom SAS 9300-8i Supports up to 8 SAS/SATA HDDs/SSDs. Hardware RAID controller with cache for improved performance. Storage Controller Types
Network Interface Card (NIC) 2 x 100GbE QSFP28 Mellanox ConnectX-6 DX. High-bandwidth networking for virtual machine communication and data transfer. Networking Protocols are essential for configuration.
Power Supply Unit (PSU) 2 x 1600W 80+ Titanium Redundant power supplies for high availability. Titanium rating ensures maximum energy efficiency. Power Supply Efficiency Standards
Chassis 2U Rackmount Server Chassis Supermicro 847E26-R1200B. Designed for high airflow and component density. Server Chassis Form Factors
Remote Management IPMI 2.0 with Dedicated LAN Integrated Platform Management Interface for out-of-band management. IPMI Configuration

2. Performance Characteristics

This configuration delivers significant performance for cloud workloads. The dual Intel Xeon Platinum 8380 processors provide ample processing power for handling numerous virtual machines or containers simultaneously. The large memory capacity (2TB) reduces memory pressure and improves overall system responsiveness. The NVMe SSDs ensure fast boot times and application loading, while the SAS HDDs provide cost-effective storage for large datasets.

2.1 Benchmark Results

  • **SPECvirt_sc2013:** 850 (approximate) – Measures virtualization performance. This score suggests excellent performance for running multiple virtual machines. See Virtualization Benchmarks for more details.
  • **Sysbench CPU:** ~500,000 OPs/sec per CPU core – Demonstrates strong single-core performance.
  • **IOmeter (Sequential Read/Write):** ~5 GB/s Read, ~4.5 GB/s Write (RAID 6 array) – Measures storage performance. These results are typical for a RAID 6 array with 7.2K RPM drives.
  • **Network Throughput:** ~95 Gbps – Achieved with 100GbE NICs using iperf3. Network Performance Testing is crucial.

2.2 Real-World Performance

  • **VMware vSphere:** Capable of running approximately 80-100 virtual machines with 8 vCPUs and 32GB RAM each, depending on workload intensity. VMware vSphere Administration
  • **Kubernetes:** Supports a high density of containers, easily accommodating several hundred containers with efficient resource utilization. Kubernetes Cluster Management
  • **Database Server (PostgreSQL):** Excellent performance for medium to large databases, capable of handling thousands of concurrent connections. Database Optimization techniques are recommended.
  • **Data Analytics (Spark):** Handles large datasets efficiently, providing fast query response times for analytical workloads. Big Data Technologies

3. Recommended Use Cases

This server configuration is ideally suited for the following use cases:

  • **Private Cloud Infrastructure:** Provides a robust foundation for building and managing a private cloud environment.
  • **Virtual Desktop Infrastructure (VDI):** Supports a large number of virtual desktops with good performance.
  • **Containerized Application Hosting:** Ideal for deploying and scaling containerized applications using Kubernetes or Docker Swarm.
  • **Data Analytics and Big Data Processing:** Suitable for running data analytics workloads, such as Hadoop, Spark, and machine learning algorithms.
  • **Database Hosting:** Provides a reliable and high-performance platform for hosting databases.
  • **High-Performance Computing (HPC):** While not specifically designed for HPC, can be utilized for certain parallel processing tasks. HPC Cluster Design
  • **Disaster Recovery:** Can serve as a target for replicating data and applications for disaster recovery purposes. Disaster Recovery Planning

4. Comparison with Similar Configurations

This configuration represents a balance between performance, cost, and density. Here's a comparison with other potential options:

Configuration CPU RAM Storage Cost (Approximate) Ideal Use Cases
**Configuration A (Entry-Level)** Dual Intel Xeon Silver 4310 512GB DDR4-2666 8 x 4TB SAS 12Gbps (RAID 6) $8,000 - $10,000 Small-scale virtualization, basic web hosting
**Configuration B (Mid-Range - This Configuration)** Dual Intel Xeon Platinum 8380 2TB DDR4-3200 2 x 480GB NVMe + 24 x 8TB SAS (RAID 1+6) $25,000 - $35,000 Large-scale virtualization, containerization, data analytics
**Configuration C (High-End)** Dual AMD EPYC 7763 4TB DDR4-3200 4 x 1.92TB NVMe + 32 x 16TB SAS (RAID 10+6) $40,000 - $50,000+ Mission-critical applications, large-scale databases, demanding HPC workloads
    • Key Differences:**
  • **CPU:** AMD EPYC processors offer higher core counts but may have different instruction set architectures. AMD vs Intel CPU Comparison
  • **RAM:** Increasing RAM capacity further improves performance for memory-intensive workloads.
  • **Storage:** NVMe SSDs provide significantly faster performance than SAS HDDs, but are more expensive. Choosing the appropriate storage tier depends on the application's I/O requirements. Storage Tiering
  • **Cost:** The cost of the configuration is directly related to the performance and capacity of the components.

5. Maintenance Considerations

Maintaining this high-density server configuration requires careful attention to several key areas.

5.1 Cooling

  • **Airflow Management:** Proper airflow is crucial to prevent overheating. Ensure the server room has adequate cooling capacity and that the server chassis is properly ventilated. Data Center Cooling Solutions
  • **Fan Maintenance:** Regularly check and clean server fans to ensure optimal performance. Replace fans as needed.
  • **Liquid Cooling:** Consider liquid cooling solutions for the CPUs if the server room cannot provide sufficient air cooling. Liquid Cooling Technologies

5.2 Power Requirements

  • **Power Consumption:** This configuration can draw significant power (estimated 1200-1600W at full load). Ensure the power distribution units (PDUs) and UPS systems have sufficient capacity. Data Center Power Management
  • **Redundancy:** Utilize redundant power supplies to ensure high availability.
  • **Power Cabling:** Use appropriate power cables and ensure they are properly connected.

5.3 Storage Maintenance

  • **RAID Monitoring:** Regularly monitor the RAID array for errors and proactively replace failing drives. RAID Monitoring Tools
  • **Firmware Updates:** Keep the storage controller and drive firmware up to date.
  • **Data Backup:** Implement a robust data backup strategy to protect against data loss. Data Backup Strategies

5.4 Software Updates

  • **BIOS/Firmware Updates:** Regularly update the server's BIOS and firmware to address security vulnerabilities and improve performance.
  • **Operating System Patches:** Keep the operating system and all installed software up to date with the latest security patches.
  • **Driver Updates:** Ensure all device drivers are up to date.

5.5 Remote Management

  • **IPMI Access:** Secure IPMI access to allow for remote monitoring and management of the server.
  • **Alert Configuration:** Configure alerts to notify administrators of critical events, such as hardware failures.

This document provides a comprehensive overview of this high-density server configuration. Regular maintenance and monitoring are essential to ensure its reliability and performance. Refer to the manufacturer's documentation for specific instructions on component maintenance and troubleshooting. Server Hardware Troubleshooting ```


Intel-Based Server Configurations

Configuration Specifications Benchmark
Core i7-6700K/7700 Server 64 GB DDR4, NVMe SSD 2 x 512 GB CPU Benchmark: 8046
Core i7-8700 Server 64 GB DDR4, NVMe SSD 2x1 TB CPU Benchmark: 13124
Core i9-9900K Server 128 GB DDR4, NVMe SSD 2 x 1 TB CPU Benchmark: 49969
Core i9-13900 Server (64GB) 64 GB RAM, 2x2 TB NVMe SSD
Core i9-13900 Server (128GB) 128 GB RAM, 2x2 TB NVMe SSD
Core i5-13500 Server (64GB) 64 GB RAM, 2x500 GB NVMe SSD
Core i5-13500 Server (128GB) 128 GB RAM, 2x500 GB NVMe SSD
Core i5-13500 Workstation 64 GB DDR5 RAM, 2 NVMe SSD, NVIDIA RTX 4000

AMD-Based Server Configurations

Configuration Specifications Benchmark
Ryzen 5 3600 Server 64 GB RAM, 2x480 GB NVMe CPU Benchmark: 17849
Ryzen 7 7700 Server 64 GB DDR5 RAM, 2x1 TB NVMe CPU Benchmark: 35224
Ryzen 9 5950X Server 128 GB RAM, 2x4 TB NVMe CPU Benchmark: 46045
Ryzen 9 7950X Server 128 GB DDR5 ECC, 2x2 TB NVMe CPU Benchmark: 63561
EPYC 7502P Server (128GB/1TB) 128 GB RAM, 1 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (128GB/2TB) 128 GB RAM, 2 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (128GB/4TB) 128 GB RAM, 2x2 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (256GB/1TB) 256 GB RAM, 1 TB NVMe CPU Benchmark: 48021
EPYC 7502P Server (256GB/4TB) 256 GB RAM, 2x2 TB NVMe CPU Benchmark: 48021
EPYC 9454P Server 256 GB RAM, 2x2 TB NVMe

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⚠️ *Note: All benchmark scores are approximate and may vary based on configuration. Server availability subject to stock.* ⚠️