Server, Storage and Cloud
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🚀 What is Through-Silicon Via (TSV) Technology?
As AI, High-Performance Computing (HPC), and modern data centers continue to demand more processing power, traditional chip packaging is reaching its limits. This is where Through-Silicon Via (TSV) technology comes in.
TSV is an advanced semiconductor packaging technology that creates vertical electrical connections through silicon dies, allowing multiple chips to be stacked into a compact 3D package.
Instead of routing signals around the edges of a chip, TSV enables data and power to travel directly through the silicon, delivering significant performance and efficiency improvements.
Key Benefits of TSV Technology
✅ Higher memory bandwidth
✅ Lower latency and faster communication
✅ Reduced power consumption
✅ Smaller chip footprint
✅ Greater integration density
✅ Improved performance for AI, GPUs, and HPC
TSV is the foundation of High Bandwidth Memory (HBM), enabling today's AI accelerators and GPUs to achieve exceptional memory performance. It is widely used i
🚀 What are 3DS RDIMMs? The Future of High-Capacity Server Memory
As AI, virtualization, and data-intensive applications continue to grow, server memory technology is evolving to meet increasing demands. One innovation leading the way is 3DS RDIMM (3D Stacked Registered DIMM).
💡 What is a 3DS RDIMM?
A 3DS RDIMM uses 3D stacking technology to place multiple DRAM dies vertically within a single memory package. These stacked dies are connected using Through-Silicon Vias (TSVs), allowing significantly higher memory capacity without increasing the physical size of the DIMM.
✅ Key Benefits
Higher memory capacity per DIMM (96 GB, 128 GB, 192 GB, 256 GB, and beyond)
Better server consolidation and scalability
Ideal for virtualization platforms such as VMware, Hyper-V, and Nutanix
Supports large databases like Microsoft SQL Server, Oracle, and SAP HANA
Excellent for AI inference, machine learning, and in-memory analytics
Leaves more DIMM slots available for future expansion
📊 3DS RDIMM vs Standard RDIMM
🔹 Standard
What is MRDIMM? 🚀
MRDIMM (Multiplexed Rank DIMM) is a next-generation server memory technology designed to dramatically increase memory bandwidth for modern enterprise workloads.
Unlike traditional DDR5 RDIMMs, which access one memory rank at a time, MRDIMMs use an intelligent multiplexing buffer to access data more efficiently—delivering significantly higher throughput without sacrificing capacity.
Key Benefits
✅ Up to 2× higher memory bandwidth than standard DDR5 RDIMMs (on supported platforms)
✅ Improved performance for AI, HPC, virtualization, and large databases
✅ Supports high-capacity enterprise memory configurations
✅ Helps reduce CPU memory bottlenecks
Ideal Workloads
🤖 Artificial Intelligence & Machine Learning
🖥 VMware & Hyper-V Virtualization
🗄 Microsoft SQL Server & Oracle Databases
📊 In-Memory Analytics
🔬 High-Performance Computing (HPC)
LPDDR5X is engineered for ultra-low power consumption and high-density packaging in mobile devices, while standard DDR5 prioritizes raw, unthrottled performance and future upgrades in desktop PCs and workstations
While DDR5 is generally swappable via physical slots, LPDDR5X chips are soldered directly onto the motherboard, making future upgrades impossible but allowing for much thinner and lighter designs.
Key Technical Differences:
Power Efficiency: LPDDR5X features advanced sleep states and operates at a significantly lower voltage (around 0.5 V) compared to standard DDR5 memory, which draws around 1.1 V
Speeds and Architecture: Both can achieve massive bandwidths, with LPDDR5X reaching up to 8,533 MT/s (and higher in some custom configurations) and DDR5 peaking around 8,800 MT/s in high-end desktops.
HPE Storage Fibre Channel Switch B-series SN6700B
The HPE Storage Fibre Channel Switch B-series SN6700B is a high-performance, ultra-dense, highly scalable, and easy-to-use enterprise-class storage networking switch delivering Gen7 64Gb Fibre Channel (FC) capabilities. It is designed to support data growth, demanding workloads, and data center consolidation in small to large scale enterprise infrastructures. Delivering 64Gb performance, customized high port density, and integrated network sensors, it accelerates data access, adapts to evolving requirements, and drives 24x7 businesses. It can scale from 24 to 64 ports, all in an efficient 1U package. In addition, a simplified deployment process and a point-and-click user interface make the HPE Storage Fibre Channel Switch B-series SN6700B easy to use.
🚀Revolutionising SAN Operations: A Deep Dive into HPE SANnav Management Software
Managing modern Storage Area Networks (SANs) requires moving away from reactive troubleshooting and toward proactive, automated visibility. As data centres evolve to handle massive data growth, traditional monitoring tools often fall short.
HPE SANnav Management Software represents a major shift forward for HPE B-series Fibre Channel SAN environments. Developed alongside Broadcom/Brocade, this platform replaces legacy tools like Network Advisor, offering a web-based, next-generation interface that simplifies complex storage fabrics.
Here is a comprehensive breakdown of how HPE SANnav transforms storage infrastructure management.
📋 The Architecture: Portal vs. Global View
HPE SANnav is split into two distinct applications tailored to different operational scales:
SANnav Management Portal: The operational core. It provides deep visibility into local SAN fabrics with highly customizable dashboards, real-time topology views, and ad
Microsoft Entra ID: Cloud Sync vs. Connect Sync – Which should you choose?
🏛The Core Difference: Where the Brains Live
Connect Sync (The Traditional Heavyweight): Runs a massive, stateful synchronization engine on a dedicated local server. It requires its own SQL database and a lot of local infrastructure maintenance.
Cloud Sync (The Modern Lightweight): Moves the heavy lifting entirely to the Microsoft cloud. You install ultra-lightweight, stateless agents on-premises that just fetch data and send it up.
Feature Showdown
Here is how they stack up when you look at the architecture:
🔹 Infrastructure Overhead: Connect Sync requires a dedicated Windows Server and SQL. Cloud Sync uses tiny agents with minimal resource footprints.
🔹 High Availability: Connect Sync only allows one active server (failover is manual). Cloud Sync supports multiple active local agents out-of-the-box for automatic failover.
🔹 Complex Networks: Cloud Sync can natively connect disconnected, isolated Active Directory forests
Repost from Server, Storage and Cloud
برای خرید دوره های زیر می توانید به شماره 09121302345 در تلگرام پیغام ارسال نمایید:
- HPE Synergy and Oneview
- Veeam Backup and Replication
- HPE Servers and Storages
- Azure Fundamentals
- Azure Administrations
- DELL EMC Unity Deep Dive
- Microsoft 365 Fundamentals
- Microsoft 365 Administrations
- AWS Cloud Practitioner
- AWS Solutions Architect
- HPE MSA and SAN Switches
Reverse incremental vs Forward incremental backup
Forward incremental backups create a chain starting with one full backup followed by files containing only the data changed since the previous backup. Reverse incremental backups do the opposite; they start with a full backup, and each subsequent day the changes are injected into the full backup while older data is shifted into an incremental file.
Forward Incremental Backups:
How it works: An initial full backup is taken. Every subsequent backup only captures blocks that changed since the immediate preceding backup.
Pros: Faster to execute because there is no need to reconstruct or modify the original full backup file. It places less Input/Output (I/O) load on your storage
Cons: Restoring the latest version requires the system to read the initial full backup and every single incremental backup in the chain, which can make recovery times longer.
Reverse Incremental Backups
How it works: An initial full backup is created. For each subsequent backup, only the
Repost from Server, Storage and Cloud
برای خرید دوره های زیر می توانید به شماره 09121302345 در تلگرام پیغام ارسال نمایید:
- HPE Synergy and Oneview
- Veeam Backup and Replication
- HPE Servers and Storages
- Azure Fundamentals
- Azure Administrations
- DELL EMC Unity Deep Dive
- Microsoft 365 Fundamentals
- Microsoft 365 Administrations
- AWS Cloud Practitioner
- AWS Solutions Architect
- HPE MSA and SAN Switches
Repost from Server, Storage and Cloud
برای خرید دوره های زیر می توانید به شماره 09121302345 در تلگرام پیغام ارسال نمایید:
- HPE Synergy and Oneview
- Veeam Backup and Replication
- HPE Servers and Storages
- Azure Fundamentals
- Azure Administrations
- DELL EMC Unity Deep Dive
- Microsoft 365 Fundamentals
- Microsoft 365 Administrations
- AWS Cloud Practitioner
- AWS Solutions Architect
- HPE MSA and SAN Switches
Repost from Server, Storage and Cloud
برای خرید دوره های زیر می توانید به شماره 09121302345 در تلگرام پیغام ارسال نمایید:
- HPE Synergy and Oneview
- Veeam Backup and Replication
- HPE Servers and Storages
- Azure Fundamentals
- Azure Administrations
- DELL EMC Unity Deep Dive
- Microsoft 365 Fundamentals
- Microsoft 365 Administrations
- AWS Cloud Practitioner
- AWS Solutions Architect
- HPE MSA and SAN Switches
برای خرید دوره های زیر می توانید به شماره 09121302345 در تلگرام پیغام ارسال نمایید:
- HPE Synergy and Oneview
- Veeam Backup and Replication
- HPE Servers and Storages
- Azure Fundamentals
- Azure Administrations
- DELL EMC Unity Deep Dive
- Microsoft 365 Fundamentals
- Microsoft 365 Administrations
- AWS Cloud Practitioner
- AWS Solutions Architect
- HPE MSA and SAN Switches
Amazon Textract
Amazon Textract is a fully managed machine learning service that helps businesses extract text and data from scanned documents and images.
It enables the automatic detection of printed and handwritten text, tables, and forms, uncovering structured information from otherwise unstructured sources.
With its advanced form data extraction, businesses can accurately retrieve key-value pairs, making it easier to process and analyze documents like invoices, receipts, and contracts.
Amazon Textract offers a range of powerful features designed to extract, analyze, and process data from documents with high accuracy and efficiency. One of its standout capabilities is optical character recognition (OCR), which automatically detects and extracts printed and handwritten text from scanned documents and images.
HPE DL394 Gen12
June 1, 2026
HPE announced the ProLiant Compute DL394 Gen12, a next-generation 2U server built around the NVIDIA Vera CPU.
The platform is designed to support emerging agentic AI and data-intensive workloads that require high memory bandwidth, low latency, and deterministic performance.
NVIDIA Vera is designed specifically for the data movement and agentic processing demands of modern AI factories. It features NVLink-C2C connectivity, delivering 1.8 TB/s bandwidth to Rubin GPUs, doubling the C2C bandwidth over previous generations, and running seven times faster than PCIe Gen 6. The Vera CPU doubles the performance of data processing, compression, and code compilation compared to the previous-generation Grace CPU.
The HPE ProLiant Compute DL394 Gen12 is expected to be available in fall 2026 as part of the NVIDIA AI Computing by HPE portfolio.
The AI infrastructure race is accelerating faster than ever.
🔹 HPE ProLiant Compute DL394 Gen12
Powered by the new NVIDIA Vera CPU, this platform is designed for the next generation of AI workloads, including agentic AI, reinforcement learning, large-scale data processing, and complex reasoning applications. HPE is combining high-performance computing with its industry-leading security and management capabilities to support AI-factory scale deployments.
🔹 Blackwell Ultra vs. Vera Rubin NVL72
The transition from Blackwell Ultra to Vera Rubin represents much more than a GPU upgrade. NVIDIA is moving toward a rack-scale AI architecture that integrates Vera CPUs, Rubin GPUs, advanced networking, and liquid cooling into a single AI supercomputer platform. Early performance guidance suggests significant improvements in AI reasoning, inference efficiency, and large-scale model training.
The M.2 NVMe Generation Breakdown
PCIe Gen 3: Maxes out around (3,500text MB/s). Ideal for budget users, older motherboards, and general computing.
PCIe Gen 4: Maxes out around (7,000MB/s). The "sweet spot" for modern PC gaming, general use, and PS5.
PCIe Gen 5: Reaches blistering speeds of (14,000MB/s). Reserved for high-end professional workloads (e.g., heavy 4K/8K video rendering); runs hot and requires robust heatsinks
