5 Things to Know about Samsung Industry First 36GB HBM3E 12H DRAM

By leveraging the HBM3E 12H, customers can boost the speed of AI training by 34% compared to previous generations

Introduction:

Samsung Electronics has once again pushed the boundaries of memory technology with its latest innovation, the Samsung HBM3E 12H DRAM. This groundbreaking development promises to revolutionize the landscape of high-performance computing, particularly in the realm of AI applications and data centers.

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Here are five essential insights into Samsung industry-first 36GB HBM3E 12H DRAM:

1. Unprecedented Capacity and Bandwidth of Samsung HBM3E:

Samsung’s HBM3E 12H DRAM sets a new benchmark in memory capacity and bandwidth. With a staggering 36GB capacity, it surpasses previous industry standards, enabling a significant expansion of memory resources for demanding applications.

Moreover, boasting an all-time high bandwidth of up to 1,280 gigabytes per second (GB/s), this cutting-edge technology ensures lightning-fast data transfer speeds, crucial for handling complex computational tasks efficiently.

Unprecedented Capacity: Traditional DRAM (Dynamic Random-Access Memory) modules typically offer capacities in the range of a few gigabytes. However, the HBM3E 12H shatters these limitations by providing an astounding capacity of 36 gigabytes (GB).

This immense storage capability enables computing systems to store and access a significantly larger volume of data, which is essential for handling complex computational tasks, especially in applications such as artificial intelligence, high-performance computing, and data analytics.

Exceptional Bandwidth: Bandwidth refers to the rate at which data can be transferred between the memory and the processor or other components of a computing system. The HBM3E 12H achieves an unprecedented bandwidth of up to 1,280 gigabytes per second (GB/s). This remarkable bandwidth ensures lightning-fast data transfer speeds, facilitating the rapid exchange of information between the memory and processing units.

As a result, the computing system can efficiently handle intensive workloads and process large datasets with minimal latency, thereby improving overall performance and responsiveness.

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2. Advanced Thermal Compression Non-Conductive Film (TC NCF) Technology of Samsung HBM3E:

The HBM3E 12H incorporates Samsung’s innovative Thermal Compression Non-Conductive Film (TC NCF) technology, which plays a pivotal role in enhancing performance and reliability. By leveraging TC NCF, Samsung achieves the remarkable feat of maintaining the same height specification for 12-layer stacks as for 8-layer stacks, meeting stringent packaging requirements without compromising on performance.

Furthermore, the TC NCF technology enables superior thermal properties, optimizing heat dissipation and ensuring stable operation even under high workloads.

Maintaining Height Specification: One of the challenges in increasing the number of memory layers in a stack is maintaining a consistent height specification. Traditional methods may result in thicker stacks, which can pose challenges in terms of compatibility with existing packaging requirements. However, Samsung’s TC NCF technology allows for the compression of multiple memory layers without increasing the overall height of the stack.

This achievement is crucial as it ensures compatibility with existing packaging standards, enabling seamless integration of the HBM3E 12H into various computing systems without compromising performance or reliability.

Enhanced Thermal Properties: Heat dissipation is a critical consideration in high-performance computing systems, especially those handling intensive workloads. The TC NCF technology implemented in the HBM3E 12H enhances thermal properties by facilitating efficient heat transfer away from the memory modules.

By optimizing thermal management, the samsung HBM3E 12H can maintain stable operation even under high workloads, preventing performance degradation or potential damage due to overheating. This feature is particularly essential for applications where reliability and consistency are paramount, such as data centers, where maintaining optimal operating conditions is crucial for uninterrupted operation.

3. Enhanced Vertical Density and Chip Bonding Efficiency of Samsung HBM3E:

Samsung’s relentless pursuit of technological excellence is evident in the HBM3E 12H’s enhanced vertical density and chip bonding efficiency. Through meticulous engineering and refinement, Samsung has achieved over a 20% increase in vertical density compared to its predecessor, the HBM3 8H.

This significant improvement enables greater memory capacity within the same form factor, facilitating denser and more powerful computing systems. Additionally, the optimized chip bonding process, enabled by TC NCF technology, enhances product yield and reliability, ensuring consistent performance across diverse applications.

Enhanced Vertical Density: Vertical density refers to the number of memory layers stacked within a given space. Samsung has achieved a remarkable over 20% increase in vertical density compared to its predecessor, the HBM3 8H. This improvement allows for more memory layers to be stacked within the same form factor, resulting in a significant boost in memory capacity.

With higher vertical density, the HBM3E 12H can accommodate more data within a smaller footprint, making it ideal for space-constrained computing systems. This enhancement enables the development of denser and more powerful computing systems that can handle larger datasets and perform complex computations with greater efficiency.

Optimized Chip Bonding Efficiency: Chip bonding refers to the process of connecting individual memory chips to form a memory module. Samsung’s optimization of the chip bonding process, facilitated by TC NCF technology, enhances both product yield and reliability. By leveraging TC NCF, Samsung ensures uniform compression and bonding of memory chips, minimizing the risk of defects and inconsistencies in the final product.

This optimization results in higher manufacturing yields, reducing production costs and improving overall efficiency. Additionally, the use of TC NCF enhances the reliability of the memory module by providing stable and secure connections between memory chips, ensuring consistent performance across diverse applications.

4. Optimized for AI Applications and Data Centers:

As the demand for AI-driven services continues to soar, the HBM3E 12H emerges as an indispensable solution for next-generation AI applications and data centers. Its unparalleled performance and capacity empower organizations to tackle complex AI workloads with unprecedented efficiency and scalability.

By leveraging the HBM3E 12H, customers can boost the speed of AI training by 34% compared to previous generations, while simultaneously accommodating a significantly larger number of simultaneous users for inference services. This transformative capability not only enhances operational efficiency but also reduces the total cost of ownership (TCO) for data centers, making it a compelling choice for businesses seeking to harness the full potential of AI technologies.

5. Sampling and Mass Production Timeline:

Samsung has wasted no time in bringing its groundbreaking innovation to market. The company has already commenced sampling of the HBM3E 12H to customers, paving the way for early adoption and integration into cutting-edge computing systems.

Mass production is slated for the first half of the year, signaling Samsung’s commitment to delivering leading-edge memory solutions at scale. With the HBM3E 12H poised to redefine the possibilities of high-performance computing, Samsung reaffirms its position as a global leader in advanced memory technology, driving innovation and shaping the future of computing.

Conclusion:

In conclusion, Samsung HBM3E 12H DRAM represents a paradigm shift in memory technology, offering unmatched capacity, bandwidth, and efficiency for AI-driven applications and data centers. By harnessing the power of advanced TC NCF technology and vertical integration,

Samsung has once again raised the bar for performance and reliability in high-performance computing. As the industry embraces the era of AI-driven innovation, the HBM3E 12H stands ready to empower organizations with the tools they need to unlock new possibilities and drive meaningful progress in the digital age.

Kumar Priyadarshi
Kumar Priyadarshi

Kumar Joined IISER Pune after qualifying IIT-JEE in 2012. In his 5th year, he travelled to Singapore for his master’s thesis which yielded a Research Paper in ACS Nano. Kumar Joined Global Foundries as a process Engineer in Singapore working at 40 nm Process node. Working as a scientist at IIT Bombay as Senior Scientist, Kumar Led the team which built India’s 1st Memory Chip with Semiconductor Lab (SCL).

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