Edge Computing

English

Choose you item

Challenges & Requirements

Edge Computing requires deploying real-time AI inference models where data is generated, as well as microsecond responsiveness for time-sensitive tasks, such as motion control loops and PLC cycle times. These demand storage with sustained throughput and low latency for instant access to model weights. Intense read/write cycles demand superior endurance to prevent failure. Consequently, components must guarantee stability and data integrity under the extreme temperatures and transient vibrations of demanding edge operating environments.

Solutions

Cervoz Industrial solutions are engineered for workloads in edge operating environments, leveraging optimized firmware for consistently high IOPS and minimal latency. Cervoz SSDs utilize dynamic SLC cache & advanced LDPC ECC engine to provide maximum endurance for continuous data logging. Along with the high-speed DRAM modules serve as vital real-time computing buffers, and versatile expansion cards to extend I/O for multi-sensor/controller integration.

Coupled with wide temperature capabilities and robust anti-vibration design, our solutions ensure mission-critical AI operations to remain stable and fully reliable, in the most demanding edge locations.

Featured Technologies

Dynamic SLC Cache

Dynamic SLC cache, when combined with wear leveling technology, intelligently reallocates cache blocks, optimizing SSD efficiency and extending its lifespan.

Advanced LDPC ECC Engine

An error-correcting mechanism that can correct more errors per page than its predecessors, extending the expected lifespan of the SSD.

Wide Temperature

Storage and memory products that can withstand wider than typical temperature range, operating from -40˚C to 85˚C.

Small Form Factors

A hardware design that minimizes the space each component takes up in order to deliver a small module for application devices with space constraints.

Cervoz Launches M.2 PCIe CAN FD Expansion Cards for Industrial Communications

M.2 PCIe CAN FD Expansion Cards for Industrial Communications In industrial communications, common options include RS-232/422/485 and CAN Bus. Compared to traditional serial interfaces, CAN Bus supports multi-node connectivity, provides real-time responsiveness, and integrates error detection. This has made it the standard backbone for AGVs/AMRs, robotics and energy systems such as BMS. However, as data demands continue to grow, classic CAN 2.0, limited to 1 Mbps bandwidth and 8-byte payloads, has become a bottleneck. This is where CAN FD comes in. It retains the proven reliability of CAN while offering higher speed and larger payloads, making it a key step for industrial upgrades. Challenges of Industrial Networks AGVs/AMRs, robotic arms, and energy gateways now require faster control loops, denser data exchange, and 24/7 reliability. Classic CAN 2.0 often struggles with bus overload and increased latency in high-speed motion control, sensor fusion, and large-volume data logging. At the same time, harsh electrical conditions and limited chassis space set higher expectations for expansion card design. How Cervoz CAN FD Addresses These Challenges Cervoz introduces two new M.2 PCIe CAN FD expansion cards, MEC-CAN-2F02i (dual-channel) and MEC-CAN-2F14i (quad-channel), engineered to meet these exact needs. Higher Speed, Seamless Transition CAN FD delivers up to 5 Mbps data-phase speed and up to 64-byte payloads, reducing cycle times and bus load. Mixed-mode operation ensures CAN 2.0A/B and CAN FD nodes can coexist, minimizing migration risk. Industrial-Grade Reliability Each port provides 2.5 kV isolation and 15 kV ESD protection, with an operating range of –40°C to +85 °C. The design complies with ISO 11898-1:2015 and ensures dependable operation in 24/7 environments. Flexible Form Factors with Full Integration Support The MEC-CAN-2F02i uses M.2 2280 (B+M key) with DB-9 connectors for straightforward installation. The MEC-CAN-2F14i features a 3-in-1 breakaway design, supporting 2242, 2260, and 2280 M.2 form factors, with modular daughter boards ideal for space-constrained or multi-channel deployments. Both ship with brackets and cables for ready-to-use integration. Host connectivity is PCIe x1 Rev. 2.0, with support for Windows 7–11 and Linux SocketCAN, plus an SDK to simplify application development and automated testing. Target Industrial Applications Choose Your Fit Cervoz makes the choice clear: MEC-CAN-2F14i for high-density multi-channel requirements and MEC-CAN-2F02i for compact, low-power setups. For existing networks, Cervoz also provides CAN 2.0 models (MEC-CAN-2802i/2814i), offering a complete CAN Bus portfolio. The Cervoz CAN Bus Series delivers reliable connectivity as a backbone of industrial applications. Contact us to learn more about the CAN FD series and how it can support your next project.

# In-Vehicle/Transportation # Networking # Expansion Card # 2025

Cervoz_2.5GbE LAN CARD – Compact Size, Industrial Strength

NEWS

2025.06.25

2.5GbE LAN CARD – Compact Size, Industrial Strength

Need More Speed in Less Space? Meet the Cervoz MEC-LAN-PL604 – a low-profile PCIe card that packs 4 isolated 2.5GbE ports into one ultra-compact form factor. Designed for industrial automation, machine vision, and edge devices, it delivers the speed, stability, and isolation your systems demand – without compromising valuable system space. Ultra-Compact, Ultra-Powerful The MEC-LAN-PL604 features the ultra-compact PCIe low profile form factor on the market – smaller even than typical half-height cards. This ultra-compact design simplifies installation and saves valuable system space, making it the ideal choice for embedded systems and industrial PCs where every millimeter counts. Whether you're upgrading a legacy system or building a new smart factory, this card fits seamlessly into tight enclosures and compact chassis. This ultra-compact design smaller than a typical low profile expansion card and saves valuable system space. Industrial-Grade Reliability – No Compromise Engineered for demanding environments, the MEC-LAN-PL604 operates flawlessly across a wide temperature range, from -40°C to 85°C. Its robust construction and advanced electrical isolation on all four 2.5GbE ports protect your network from surges, ground loops, and electrical noise, ensuring uninterrupted uptime for mission-critical applications. The card's integrated Intel® i226-IT Ethernet controller guarantees high-throughput, low-latency data transfer, making it perfect for real-time machine vision, inspection, and industrial IoT deployments. Voltage Converter: Power Stability, Anywhere Power stability is often a challenge in industrial settings, where voltage fluctuations can disrupt sensitive electronics. The MEC-LAN-PL604 overcomes this with a dedicated voltage converter, allowing stable 12V power input even when external voltages fluctuate. This unique feature ensures consistent and reliable operation, safeguarding your data flow and system integrity in even the most demanding environments. Seamless Integration & Broad Compatibility Supporting both full-height and low-profile brackets, the MEC-LAN-PL604 is ready for a wide range of system configurations. It is fully compatible with mainstream Windows 10/11 and Linux operating systems, ensuring hassle-free deployment and integration into existing infrastructure. MEC-LAN-PL604 – At a Glance Quad Isolated 2.5GbE Ports –40°C ~ 85°C Wide Temperature Fits Anywhere: Smaller than Standard Low Profile IntelR i226-IT Controller Built-in Voltage Converter for Stable Power Perfect for Machine Vision & industrial IoT deployments Cervoz Advantage: Setting a New Benchmark While speed matters, the MEC-LAN-PL604 delivers more – industrial isolation, stable power, and a low-profile design optimized for tight spaces. Its wide temperature tolerance and onboard voltage converter ensure consistent performance in harsh or remote conditions. With four isolated 2.5GbE ports and Intel®-powered connectivity, it's built for machine vision precision, real-time IoT communication, and data-heavy edge AI workloads. Cervoz MEC-LAN-PL604 is more than just an Ethernet card – it's the smart choice for next-gen industrial networks.

# Networking # Expansion Card # 2025

Cervoz_Smarter Industrial Connectivity: Built for What’s Next, and Beyond

NEWS

2025.04.29

Smarter Industrial Connectivity: Built for What’s Next, and Beyond

As industrial systems become more interconnected and data-driven, the need for connectivity solutions that offer superior performance, scalability, and flexibility is growing rapidly. Cervoz, a leading provider of industrial embedded modules, is meeting this demand with an expanding portfolio of innovative, real-world expansion solutions. Seamless Expansion for Future-Ready Performance Picture a smart logistics hub handling tens of thousands of packages a day, where Autonomous Mobile Robots (AMRs) operates across vast spaces. In such environments, traditional RJ45 connections may initially suffice—but as operation expand and AMRs navigate distances beyond 100 meters, connectivity becomes prone to signal degradation and industrial interference. Cervoz addresses this challenge with its new series of Ethernet modules featuring Small Form-factor Pluggable (SFP) technology. The modular SFP design acts as a versatile, plug-and-play transceiver, enabling seamless conversion between electrical and optical signals and providing the flexibility to switch effortlessly between copper and fiber optic connections. Unlike conventional RJ45 connectors, which are limited to short-range communication, SFP-based solutions can transmit data over several kilometers, ensuring reliable connection through long-distance. Cervoz's M.2 SFP Ethernet expansion modules offer a practical upgrade path for such demanding applications. These new solutions feature a compact M.2 form factor and a PCIe interface supporting up to 5.0 GT/s (Gen 2). Available with one (2001-SFP) or two (2002-SFP) SFP ports, they support 1Gbps Ethernet over single-or-multi-mode fiber optics. Powered by the Intel I210 Gigabit Ethernet Controller and comply with IEEE 802.3x and 802.3z standards. Additional features such as Wake-on-LAN, hot-swap capability, and the optional MECFIX mounting system provide enhanced flexibility and ease of integration in diverse environments. This makes them ideal for large-scale automated environments such as logistics centers, smart factories, transportation hubs, and energy management facilities, where long-range and interference-free communication is critical for efficient operations. Versatile Networking Expansions for Diverse Industrial Needs For demanding, bandwidth-intensive applications like Automated Optical Inspection (AOI) in precision manufacturing, Cervoz delivers Ethernet expansion modules supporting up to 10GbE throughput. Engineered for real-time, high-resolution data transmission, these solutions ensure optimal performance in environments where accuracy, speed, and reliability are paramount. To accommodate space-limited environments, the company provides compact connectivity solutions. These include 2.5GbE M.2 2230 (A+E key) LAN card that make use of idle Wi-Fi/Bluetooth slots, and compact low-profile LAN cards with multiple isolated 1GbE ports—occupying less than half the footprint of standard cards. A 2.5GbE variant of the compact low-profile model is also coming soon. In addition to wired options, robust wireless connectivity is available through Wi-Fi expansion modules ranging from legacy Wi-Fi 1 to Wi-Fi 6E, in both mini PCIe and M.2 form factors. These solutions ensure strong, flexible wireless performance for embedded systems and industrial PCs alike. Future-Ready Networking for Industrial Innovation By addressing current and future networking needs, Cervoz stands as a trusted partner in next-gen industrial connectivity. Its flexible, compact, high-performance solutions help businesses stay competitive and future-ready. To learn more, visit the Cervoz website or contact us.

# Networking # Expansion Card # 2025

Cervoz_Beyond Compact, Exceed Limits: Cervoz Launches Single-sided M.2 NVMe SSD

NEWS

2025.01.08

Beyond Compact, Exceed Limits: Cervoz Launches Single-sided M.2 NVMe SSD

Struggling to balance space, performance, and thermal management in compact industrial platforms? The Cervoz New T445 M.2 2280 NVMe PCIe Gen4x4 SSD delivers with its space-saving single-sided design, high-speed capabilities, and wide temperature resilience. Ideal for IoT gateways, industrial tablets, and automation systems. Ready to elevate your storage solution? Discover how the T445 drives efficiency in demanding industrial environments. Single-Sided Design for Space-Limited Environments One of the standout features of the T445 is its single-sided design, making it especially suited for space-constrained systems. By consolidating critical components like the NAND flash, controller, and power management IC on one side, it optimizes space efficiency and improves thermal management for better airflow and heat dissipation. This design is particularly important for fanless systems and compact environments, ensuring reliable performance even in extreme conditions. With a slim profile—single-sided design that reduces height by 1.35mm compared to dual-sided models—the T445 is engineered for easy installation in tight industrial setups, providing high efficiency without compromising durability or speed. DRAM-Less, Yet Competitive The T445's DRAM-less design maintains its competitiveness, featuring an advanced controller and optimized firmware that ensure consistent performance without DRAM caching, reducing power consumption and enhancing reliability. This makes it ideal for industrial systems requiring long-term stability, providing an energy-efficient and dependable solution without sacrificing performance—perfect for applications prioritizing power efficiency and reliability. Designed for Harsh Conditions The T445 M.2 2280 NVMe PCIe Gen4x4 SSD is designed for extreme temperature fluctuations, operating reliably between -40°C and 85°C. Its rugged design makes it ideal for harsh outdoor or industrial environments. With high durability and thermal throttling mechanisms, the T445 ensures data security and stable performance in demanding applications. Exceptional Performance for High-Speed Industrial Platforms With the rapid growth of AIoT and industrial automation, systems now require faster and more reliable data access than ever before. The T445 delivers high-speed sequential read/write speeds of up to 5,080/4,740 MB/s, tailored to the needs of edge computing and industrial systems that process large datasets in real time. Whether it's handling critical real-time analytics or managing vast IoT networks, the T445 excels in delivering the performance required for data-intensive tasks. Why Cervoz T445? Key Features at a Glance TLC NAND Flash Memory: Micron 176-Layer 3D NAND Flash, high endurance and reliability, available in capacities from 256GB to 2TB. Single-Sided Design: All components on one side for optimal heat dissipation and compactness. Wide-Temperature Operation: Reliable performance from -40°C to 85°C, with dynamic thermal throttling. NVMe PCIe Gen4x4 Interface: Maximum data transfer speeds for advanced industrial applications. SLC Write Cache Technology: Ensures faster write speeds and enhanced performance. End-to-End Data Protection: Protects your data from point of entry to point of exit. Write Protect Function (Optional): Enables additional data security by blocking unauthorized write actions. Low Power Consumption: DRAM-less design and advancements in controller technology to achieve lower power consumption. Single-Sided vs. Double-Sided SSDs: Which One Is Right for You? Choose single-sided or double-sided SSDs based on your application's technical requirements. Single-sided SSDs are ideal for compact environments like portable POS systems or fanless industrial devices, offering a balance of size and thermal management. Double-sided SSDs provide high storage capacity but can be challenging to install in tight spaces. The Cervoz T455 is a single-sided SSD that offers excellent storage capacity while maintaining the compact form factor advantages of single-sided designs. Understanding your device's limitations and performance needs will help you make the best choice for efficiency. Explore the Full Range of Cervoz NVMe Solutions The Cervoz T445 M.2 2280 NVMe PCIe Gen4x4 SSD combines a space-saving single-sided design with high-speed performance and wide temperature resilience, ideal for compact industrial systems like IoT gateways and automation platforms. In addition to the T445, Cervoz also offers a broad lineup of NVMe SSDs to meet different industrial needs, from high-performance models like the T445 to compact options like the T425. Contact us to discover the right solution for your platform. Overview of Cervoz's NVMe Product Lineup Family T425 T405 T435 Form Factor M.2 2230 M.2 2242 M.2 2242/2280 M.2 2242/2280 Interface Gen 3x2 Gen 3x4 Connector A+E B+M B+M M Capacity 64GB/128GB/512GB 64GB~1TB 128GB~1TB 128GB~1TB Special Feature - - - - w/DRAM Buffer Performance Seq. Read/ Write(MB/s) Up to 815/760 Up to 1,035/940 Up to 1,630/1,455 Up to 2,605/1,880 Up to 2,085/1,840 Operating Temp. 0°C~70°C/-40°C~85°C 0°C~70°C/-40°C~85°C Family T436 T441 T445 Form Factor M.2 2280 Interface Gen 3x4 Gen 4x4 Connector M Capacity 240GB~1920GB 480GB~3840GB 256GB~2TB Special Feature Powerguard w/DRAM Buffer - Performance Seq. Read/ Write(MB/s) Up to 3,445/1,000 Up to 7,100/6,190 Up to 5,080/4,740 Operating Temp. 0°C~70°C/-40°C~85°C 0°C~70°C 0°C~70°C/-40°C~85°C

# AIoT # M.2 PCIe NVMe SSD

NEWS

2024.10.23

Cervoz's PCIe Low Profile USB 3.2 Combo Expansion Cards

Breaking Barriers in Industrial Connectivity Cervoz's PCIe Low Profile USB 3.2 Combo Expansion Cards The demand for USB expansion cards in the industrial market is rising, underscoring their crucial role in connectivity and data transmission. The need for efficient solutions in industrial applications grows as digital transformation accelerates. Rising Demand for USB Expansion Cards The industrial embedded systems market is experiencing a significant increase in demand for USB expansion cards. This trend is driven by: Digital Transformation Industries are advancing towards digitization, requiring effective data transmission solutions. USB expansion cards provide additional ports for connecting multiple devices like sensors and cameras, facilitating automation and remote monitoring. Increased Device Connectivity Needs Many industrial devices need simultaneous connections. USB expansion cards offer the necessary ports to meet this requirement, especially in environments with multiple peripherals. Support for High-Speed Interfaces While emerging standards like USB4 indicate higher data transfer rates, the current USB 3.2 standard remains vital for many applications. Solutions must balance present needs with future compatibility. Key Considerations for Selecting USB Expansion Cards For manufacturers of industrial computers, system integrators, or OEMs , selecting a USB expansion card involves several critical factors: Port Quantity and Type Ensure sufficient ports are available to meet application needs and select appropriate types (USB-A, USB-B, USB-C) for compatibility. USB Standard Compatibility Consider required data transfer speeds and device compatibility when selecting cards that comply with USB 2.0, USB 3.0, or newer standards. Power Supply Options Verify if the card can draw power from the USB bus or requires an external power supply to ensure stable operation. Cervoz Solution: MEC-USB-PL Series PCIe Low Profile USB 3.2 Combo Expansion Cards To meet market demands and address engineer considerations, Cervoz presents the MEC-USB-PL series, a low-profile PCIe USB 3.2 Gen1x1 combo expansion card. This series embodies the concept of "Combo Cards", offering unprecedented flexibility in industrial connectivity. Overview of the MEC-USB-PL Series 4-Port Option (MEC-USB-PL004): Ideal for focused connectivity needs. Four independent host controllers ensure optimal performance across all ports under heavy loads. 8-Port Options: MEC-USB-PL008: Eight Type-A ports for maximum compatibility with existing devices. MEC-USB-PL008C: Four Type-A and four Type-C ports to balance current and future device support. Key Features and Specifications Low Profile Form Factor Dimensions of 68.90 x 158.00 mm (height below 2U server systems) fit seamlessly into compact systems. Available with standard or low-profile brackets. High-Performance Architecture Quad-lane (x4) PCI-Express interface with throughput up to 5.0/2.5GT/s supports USB 3.2 Gen1 with speeds up to 5Gbps per port. Advanced Power Management Configurable power output per port (900mA/1500mA) via switch settings accommodates varying peripheral power needs; includes multiple power input options. PCIe Low Profile USB 3.2 Combo Expansion Cards Solution MEC-USB-PL Series Form Factor PCIe Low Profile Port Numbers 4 Ports (Full Speed) 8 Ports 8 Ports USB Connector Types Type-A x 4 Type-A x 8 Type-A x 4 +Type-C x 4 Controller Renesas (NEC) μPD720202K8-701-BAA-A x4 Interface USB3.2 Gen 1x1 Transmit Speed 5Gbps Operating Temp. 0°C ~ +70°C Model Name MEC-USB-PL004 MEC-USB-PL008 MEC-USB-PL008C Beyond Specifications: Tailored Solutions for Every Industry Automation The 4-port configuration excels in automated production environments, providing seamless connectivity for real-time data exchange without compromising system stability. Retail The 8-port configuration transforms checkout processes by connecting multiple peripherals simultaneously—barcode scanners, card readers, customer displays, and receipt printers—streamlining transactions and enhancing customer experience. Medical The MEC-USB-PL008C's dual-type ports enable medical facilities to connect both modern and legacy diagnostic equipment, ensuring reliable data transmission for critical procedures. Edge Computing Hot-swap and plug-and-play features support dynamic device changes in IoT gateways or traffic management systems, enabling flexible deployment across diverse applications. Ready to enhance your industrial connectivity? Whether developing next-generation control systems or advanced medical devices, the Cervoz's MEC-USB-PLseries of Combo Expansion Cards offers a forward-thinking answer to these challenges, providing the flexibility and performance required in modern industrial settings. Contact our sales team to discuss your specific industrial connectivity needs and discover the ideal solution for your applications.

# Healthcare # Retails/Service/Entertainment # Expansion Card # 2024

Cervoz_Compact Solutions, Mighty Results: Cervoz Unleashes the Power of Edge Computing

NEWS

2024.05.22

Compact Solutions, Mighty Results: Cervoz Unleashes the Power of Edge Computing

Today's businesses rely on IoT insights in a data-rich environment. As AI and 5G expand, data volumes strain traditional cloud computing. Edge Computing processes data at its source, speeding up insights and reducing latency, crucial for applications like digital twins, autonomous vehicles, and smart healthcare. What is Edge Computing? Edge Computing is a decentralized IT architecture that processes data near its origin, often at the network's edge. This approach divides tasks from central data centers to edge devices and nodes. Typically, an Edge Computing system comprises three layers: device, edge, and cloud. The Device Layer The device layer, closest to the physical world, includes endpoint devices like sensors, controllers, and cameras. This layer focuses on data collection and initial processing to ensure real-time responses and efficiency. It requires reliable, space-and-energy-efficient components. M.2 2230 and 2242 NVMe SSDs and SO-DIMM DDR4 DRAM enhance this setup with quick data access and efficient storage in compact designs. These components need to operate reliably in a wide temperature range and feature additional coating and anti-vibration filling for improved performance in harsh conditions. The Edge Layer The edge layer, comprising edge servers and gateways, bridges device-layer data and cloud operations. It handles extensive data filtering and analytics, focusing on real-time processing and responses to reduce dependence on distant data centers. Components must support high processing loads with low latency and high stability. NVMe PCIe Gen3 SSDs, with compact M.2 form factors, LDPC ECC technology, and DRAM cache buffer, are ideal. These SSDs ensure efficient directory management and error correction during rapid data transfers, thus improving data accuracy, reliability, and operation stability. The Cloud Layer The cloud layer handles intensive processing and long-term data storage, performing analytics, operating AI and machine learning, and managing data across edge nodes. It requires high-performance, reliable components. NVMe PCIe Gen4x4 SSDs, such as the Cervoz T441, with speeds up to 7,100/6,190 MB/s and 1,000K IOPS, are ideal for optimal performance in this layer. Meanwhile, they are usually required to address overheating common in high-performance computing with solutions like heatsinks and thermal throttling technology. Interlayer Connectivity Reliable, low-latency network connectivity is crucial as data flows between the device layer, edge, and cloud. 10GbE Low-Profile Ethernet Card provides high-speed, stable wired connections in high-bandwidth, low-latency environments. Additionally, the PCIe Compact Low-Profile Ethernet Card is ideal for narrow edge device enclosures. For areas where wiring is impractical, M.2 Wi-Fi cards offer essential wireless flexibility. These connectivity options ensure a solid foundation for seamless data management across all layers. Cervoz provides comprehensive edge computing solutions, including compact NVMe SSDs, DRAM modules, and advanced modular expansion cards for seamless integration and optimized performance. For more information, contact us at sales@cervoz.com. Further Readings: Cervoz M.2 NVMe SSDs Expanding Connectivity Horizons with Cervoz's Expansion Solutions Cervoz New Compact Low-Profile Ethernet Expansion Cards

# Edge Computing # Networking # 2024

Cervoz_Empowering Edge Computing with Cervoz M.2 Compact Solutions

NEWS

2024.02.15

Empowering Edge Computing with Cervoz M.2 Compact Solutions

Seizing the Edge: Cervoz Adapts to Shifting Data Landscape The rapid emergence of technologies like AIoT and 5G and their demand for high-speed data processing has accelerated the data transition from the cloud to the edge. This shift exposes data to unpredictable environments with extreme temperature variations, vibrations, and space constraints, making it critical for edge devices to thrive in these settings. Cervoz strategically targets the blooming edge computing sector by introducing an extensive array of compact product lines, enhancing its existing SSDs, DRAM, and Modular Expansion Cards to meet the unique needs of edge computing. Cervoz Reveals NVMe M.2 SSDs and Connectivity Solutions to Power the Edge Cervoz introduces its latest compact PCIe Gen. 3x2 SSD offerings, the T421 M.2 2242 (B+M key) and T425 M.2 2230 (A+E key) . These space-efficient design and low power consumption feature offer exceptional performance, catering to the storage needs of fanless embedded PCs and motherboards for purpose-built edge applications. Cervoz is also leading the way in developing connectivity solutions, including Ethernet, Wi-Fi, Serial, USB, and CAN Bus all available in M.2 2230 (A+E key) and M.2 2242/2260/2280 (B+M) form factors. The M.2 (B+M key) 2242/2260/2280 card is a versatile three-in-one solution designed for maximum adaptability. While it initially comes in a 2280 form factor, it can be easily adjusted to fit 2260 or 2242 sizes. It offers an effortless upgrade of existing systems without sacrificing connection capability, especially in edge devices. Boosting Efficiency: Cervoz Enhances DRAM Product Range Memory selection is critical for optimal performance when implementing AI at the edge. Edge AI requires high-bandwidth, low-power DRAM to handle sensor data and enable real-time intelligence efficiently. A minimum capacity of 8GB is recommended, but higher capabilities like Cervoz's DDR4 SO-DIMMs up to 32GB can enhance workloads. Cervoz's DDR4 SO-DIMM/VLP SO-DIMM (up to 3200MHz) and DDR5 SO-DIMM (up to 4800MHz) with a wide range of capacities from 4GB to 32GB deliver speed and efficiency for edge AI computing. Opting for the ideal Cervoz DRAM optimizes efficiency and performance for edge AI implementations. Cooling for Performance: Cervoz Ensures Thermal Management Efficient heat dissipation is crucial for edge computing as well, particularly in high-performance, space-constrained environments. Cervoz's flash products feature Dynamic Thermal Throttling technology in their firmware, preventing SSD overheating during intensive data write operations. The Cervoz FlashMonitor software offers real-time monitoring and temperature tracking for optimal performance. Connect with Cervoz for Cutting-Edge Edge Computing Solutions For industrials looking to harness the power of edge computing, Cervoz offers a comprehensive range of compact SSDs with thermal management solutions, high-speed DRAM, configurable modular expansion cards. Contact us today to explore how Cervoz can empower your edge computing endeavors. Applications Cervoz Offers a Range of Compact Solutions for Edge Computing Flash Storage Solutions Family T380 T421 T425 Interface SATA III PCIe Gen. 3x2 PCIe Gen. 3x2 Capacity 64GB~1TB 120GB~1920GB 684GB/ 128GB/ 512GB Operating Temp. 00C~700C / -400C~850C Form Factors M.2 2242(B+M) M.2 2242 (B+M) M.2 2230 (A+E) DRAM Module Solutions Module Type DDR4 DDR5 Form Factor SO-DIMM/VLP SO-DIMM SO-DIMM Speed (MT/s) 2666 / 2933 / 3200 4800 Density 4GB~32GB 8GB~32GB Operating Temp. 00C~850C / -400C~850C Anti-Vibration Fill (Optional) ✓ ✓ Conformal Coating (Optional) ✓ ✓ Expansion Solutions Solution Wi-Fi Ethernet Serial USB CAN Bus Form Factor M.2 2230 (A+E) M.2 2242 / 60 / 80 (B+M) M.2 2280 (B+M) Controller Realtek Intel XR17V352 Renesas F81601 Surge Protection – ✓ ✓ – ✓ Operating Temp. 00C~700C -400C~850C -400C~850C 00C~700C -400C~850C

# Edge Computing # Servers/Cloud Computing # 2024

Downloads

Date	File Name	File Size
2025.07.02	Cervoz Flyer_MEC-LAN-WIFI Solutions_V1.1	2.95 MB
2025.03.06	Cervoz Flyer_Modular Expansion Card_V2.1	0.95 MB
2025.01.13	Cervoz Flyer_M.2 NVMe SSD	4.63 MB
2025.01.13	Cervoz Flyer_DRAM	1.69 MB
2023.08.10	Powerguard(PLP)	2.04 MB
2023.02.20	M.2 Solutions	2.33 MB
2022.07.22	Industrial Automation Solutions	1.88 MB
2022.07.21	FlashMonitor	0.53 MB
2022.07.18	Conformal Coating	3.35 MB
2022.07.18	Anti Vibration Fill	1.66 MB

TOP

Edge Computing

Challenges & Requirements

Solutions

Featured Technologies

Dynamic SLC Cache

Advanced LDPC ECC Engine

Wide Temperature

Small Form Factors

Related News

NEWS

Cervoz Launches M.2 PCIe CAN FD Expansion Cards for Industrial Communications

NEWS

2.5GbE LAN CARD – Compact Size, Industrial Strength

NEWS

Smarter Industrial Connectivity: Built for What’s Next, and Beyond

NEWS

Beyond Compact, Exceed Limits: Cervoz Launches Single-sided M.2 NVMe SSD

NEWS

Cervoz's PCIe Low Profile USB 3.2 Combo Expansion Cards

NEWS

Compact Solutions, Mighty Results: Cervoz Unleashes the Power of Edge Computing

NEWS

Empowering Edge Computing with Cervoz M.2 Compact Solutions

Recommended Products

T383 Family

T387 Family

T386 Family

M350 Family

S350 Family

T383 Family

T387 Family

T386 Family

M350 Family

S350 Family

T383 Family

T425 Family

T425 Family

T383 Family

T425 Family

T421 Family

T405 Family

T445 Family

T455 Family

M350 Family

T383 Family

T387 Family

T386 Family

T405 Family

T436 Family

T441 Family

T445 Family

T455 Family

M350 Family

R335 Family

M350 Family

MEC-WIFI-M101-H

MEC-WIFI-M432B-H

MEC-WIFI-2142B-30

MEC-WIFI-2042B-30

MEC-WIFI-2042B-30W

MEC-WIFI-2532B-30

MEC-WIFI-2632B-30

MEC-LAN-M101i

MEC-LAN-M102i

MEC-LAN-M601i

MEC-LAN-M602i

MEC-LAN-2001i

MEC-LAN-2002i

MEC-LAN-2601i

MEC-LAN-2602i

MEC-LAN-2001-SFP

MEC-LAN-2002-SFP

MEC-LAN-2631i

MEC-LAN-PL502

MEC-LAN-PL104

MEC-LAN-PL604

MEC-COM-2012

MEC-USB-2012

MEC-USB-PL004

MEC-USB-PL008