Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

NUMAlloc: A Faster NUMA Memory Allocator

ACM SIGPLAN via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a groundbreaking 21-minute conference talk from ISMM 2023 that introduces NUMAlloc, an innovative memory allocator designed for NUMA architecture. Delve into the challenges of existing allocators in supporting NUMA systems and discover how NUMAlloc's binding-based memory management approach addresses these issues. Learn about the "origin-aware memory management" technique for ensuring locality in memory operations and the "incremental sharing" method for balancing performance benefits with memory overhead when using transparent huge pages. Examine the extensive evaluation results showcasing NUMAlloc's superior performance, running 15.7% faster than the second-best allocator and 20.9% faster than the default Linux allocator. Gain insights into NUMAlloc's scalability up to 128 threads and its readiness for deployment in real-world applications.

Syllabus

[ISMM'23] NUMAlloc: A Faster NUMA Memory Allocator

Taught by

ACM SIGPLAN

Reviews

Start your review of NUMAlloc: A Faster NUMA Memory Allocator

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.