ArchTM - Architecture-Aware, High Performance Transaction for Persistent Memory
Offered By: USENIX via YouTube
Course Description
Overview
Explore a conference talk on ArchTM, an architecture-aware, high-performance transaction system for persistent memory. Delve into the innovative design principles aimed at avoiding small writes and encouraging sequential writes to optimize performance on persistent memory devices. Learn about ArchTM's variant of copy-on-write system, its scalable lookup table on DRAM, and the annotation mechanism for ensuring crash consistency. Discover how ArchTM's locality-aware data path in memory allocation increases coalescing writes inside PM devices. Examine the performance comparison between ArchTM and four state-of-the-art transaction systems, showcasing significant improvements in micro-benchmarks and real-world workloads on real persistent memory.
Syllabus
Intro
Persistent Memory (PM) Has Arrived
PM Architecture & Performance Characterization
Transactions on Persistent Memory
Issues of Existing PM Transactions
Issues of Memory Allocation for PM Transactions
Design Goals of ArchTM
Avoid Small Writes on PM
Encourage Coalescable Writes on PM
Recovery Management
Other Optimization Techniques
Evaluation Setup
Evaluation: TPC-C & TATP
Conclusion
Taught by
USENIX
Related Courses
Stanford Seminar - The Quest for Low Storage Latency Changes EverythingStanford University via YouTube Accelerating Apache Spark Shuffle for Data Analytics on Cloud with Remote Persistent Memory Pools
Databricks via YouTube Promise and Pitfalls of Persistent Memory
Strange Loop Conference via YouTube Crimson - A New Ceph OSD for the Age of Persistent Memory and Fast NVMe Storage
USENIX via YouTube Write-Optimized Dynamic Hashing for Persistent Memory
USENIX via YouTube