SMART ZDIMMs for AI and ML

PublishTime：2024-11-08

●Artificial Intelligence (AI) and Machine Learning (ML) computing applications ingest large amounts of data. Inferencing servers accept input data and execute AI and ML models developed in training servers. Training servers use advanced software to develop models for functions such as object and facial recognition, genomic and medical research. The output models from training servers are returned to the inferencing servers where they are put to work. Inferencing servers require ~20% more DRAM than standard servers whereas training servers require ~2.5 times more DRAM than standard servers.
●Using highly reliable DRAM memory for AI and ML applications is extremely critical. If there are too many memory ECC errors or other catastrophic DRAM bit failure issues this will cause a system shutdown and the entire training job needs to be restarted. This problem can be extremely costly and take significant time to recover. One solution used widely today to mitigate against memory failures is having redundant computing systems that mirror the AI and ML functions. As one can imagine that this is extremely costly.
●A new cost-optimized and highly effective solution is to use SMART’s high reliability ZDIMMs. ZDIMMs (Zefr Memory Modules) are rigorously tested to eliminate over 90% of memory reliability failures, ensuring maximum application uptime and optimizing memory subsystem reliability.

Brand of Product：	SMART
Part#：	SRZAG8RD5846-SB 、 SRZHG8RD5648-SP 、 SRZ8G8RD5448-SP 、 SRZ4G8RD5448-SP 、 SRZ4G8RD5288-SP 、 SRZ8197RD440425-SC 、 SRZ4097RD440425-SC 、 SRZ4097RD420825-SC 、 SRZ2047RD410825-SE More Part#
Product Category：	ZDIMMs 、 DDR5 Registered ZDIMM 、 DDR4 Registered ZDIMM More
Application：	[ AI ][ ML ][ Natural language processing ][ LLMs ][ Image recognition ][ 3D rendering ][ security camera data processing ][ DNA Sequencing ][ high resolution medical image processing ][ Algorithmic trading ][ real time high-speed analytics ] More
Data Type：	Supplier and Product Introduction More
Safety & Environment Standards：	More
Operating Temperature：	Please see the document for details
Qualification Grade：	More
Qualification Approval：	More
Package：
Language：	English Chinese Chinese and English Japanese
Date of Creation：	10.06.24
Version Number：	Rev.6
Data Encoding：
Data Size：	1.6 MB

Data section preview(2pages)

- The full preview is over,the data is 2 pages -

Download

+1 Like
Add to Favorites

Recommend

Technical Resources

More>

All reproduced articles on this site are for the purpose of conveying more information and clearly indicate the source. If media or individuals who do not want to be reproduced can contact us, which will be deleted.

Integrated Circuits