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YouTube

Carbink - Fault-Tolerant Far Memory

USENIX via YouTube

Overview

This course teaches about designing a fault-tolerant far memory system called Carbink, which utilizes erasure-coding, remote memory compaction, one-sided RMAs, and offloadable parity calculations to achieve fast, storage-efficient fault tolerance. The learning outcomes include understanding the challenges of fault tolerance in far memory systems and how Carbink improves performance compared to existing systems. The course covers topics such as memory-intensive applications in data centers, application interface with remotable pointers, replication vs. erasure coding, and remote compaction for defragmentation. The intended audience for this course is individuals interested in distributed systems, memory systems, and fault tolerance mechanisms in data centers.

Syllabus

Intro
Memory-Intensive Applications in Data Centers
Application Interface: Remotable Pointers
Replication vs. Erasure Coding
Challenge 1: Remotable Objects Have Different Sizes
Challenge 2: Efficient Swapping under Erasure Codir
Remote Compaction for Defragmentation
Evaluation Overview
Tail Latency (Microbenchmark)
Carbink Summary

Taught by

USENIX

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