Huawei unveils UCM, a memory management tool that boosts AI inference speed and reduces reliance on HBM, set to open source in September 2025.

Memory management is the process by which a computer system allocates a limited amount of physical memory among the various processes that need it - such as operating system or application calls ...

Both types of memory work together to enhance the model’s ability to process and respond to complex queries effectively. AI Memory Management in LLMs and Agents Watch this video on YouTube.

Interestingly, though, these memory management improvements may not just be for Pixels. In the interview, Ellis mentions that these improvements should arrive on other Android phones in the future.

The following excerpt is from chapter 3, User-Level Memory Management, of Arnold Robbins’ book Linux Programming by Example: The Fundamentals, Prentice Hall PTR; (April 12, 2004), used with ...

As a result, classes or functions are available that are recognized as non-memory safe and allow the programmer to perform a potentially unsafe memory management task," the NSA said.

But manually reviewing code for memory management mistakes can also be time- and labor-intensive, and the cost could include dealing with the fallout from a successful cyberattack.

The biggest feature of iPadOS 16 will only run on the M1 iPads — and it is using advanced memory management to do it. Introduced at WWDC 2022, iPadOS 16 brought floating windows to iPad for the ...