Technological breakthroughs in high throughput processing
Memobase utilizes a unique non-embedded system architecture in conjunction with a session buffer design that demonstrates significant advantages in batch data processing scenarios. The solution avoids the I/O bottlenecks of traditional embedded databases and achieves a processing capacity of thousands of operations per second through intelligent scheduling of memory and disk.
In terms of cost-effectiveness, the system is optimized through two mechanisms: firstly, it adopts intelligent compression algorithm to reduce storage overhead, and secondly, it reduces the number of API calls through batch processing mode. Measurement data shows that under the same hardware configuration, the total cost of processing millions of users' data can be reduced by 60% compared with the traditional solution, which makes it especially suitable for large-scale user profile analysis scenarios of social applications.
This answer comes from the articleMemobase: a user profile-based long-term memory solution for AI applicationsThe
