Massively Parallel Multi-Versioned Transaction Processing
Offered By: USENIX via YouTube
Course Description
Overview
Explore a 15-minute conference talk from USENIX's OSDI '24 program that introduces Epic, the first multi-versioned GPU-based deterministic OLTP database. Delve into how Epic leverages a batched execution scheme to perform concurrency control initialization for multiple transactions before deterministic execution. Discover how this approach eliminates version search, reduces version allocation and garbage collection overheads, and utilizes GPU architecture to accelerate concurrency control initialization and parallelize transaction execution. Learn about Epic's performance advantages, particularly under medium to high contention scenarios, compared to state-of-the-art single and multi-versioned systems. Gain insights into the innovative solutions addressing the complexity and overhead challenges typically associated with multi-versioned systems in OLTP workloads.
Syllabus
OSDI '24 - Massively Parallel Multi-Versioned Transaction Processing
Taught by
USENIX
Related Courses
Intro to Parallel ProgrammingNvidia via Udacity Introduction to Linear Models and Matrix Algebra
Harvard University via edX Введение в параллельное программирование с использованием OpenMP и MPI
Tomsk State University via Coursera Supercomputing
Partnership for Advanced Computing in Europe via FutureLearn Fundamentals of Parallelism on Intel Architecture
Intel via Coursera