以前紹介したアブストラクトだけを精読するフォーマットを使って FAST 2020 の全論文のアブストラクトを読みました。メモや雑感を記したノートを Google Docs で公開しているので詳しくはそちらを見てください。

論文一覧

Cloud Storage

  • MAPX: Controlled Data Migration in the Expansion of Decentralized Object-Based Storage Systems
  • Lock-Free Collaboration Support for Cloud Storage Services with Operation Inference and Transformation
  • POLARDB Meets Computational Storage: Efficiently Support Analytical Workloads in Cloud-Native Relational Database

File Systems

  • Carver: Finding Important Parameters for Storage System Tuning
  • Read as Needed: Building WiSER, a Flash-Optimized Search Engine
  • How to Copy Files

HPC Storage

  • Uncovering Access, Reuse, and Sharing Characteristics of I/O-Intensive Files on Large-Scale Production HPC Systems
  • GIFT: A Coupon Based Throttle-and-Reward Mechanism for Fair and Efficient I/O Bandwidth Management on Parallel Storage Systems

SSD and Reliability

  • Scalable Parallel Flash Firmware for Many-core Architectures
  • A Study of SSD Reliability in Large Scale Enterprise Storage Deployments
  • Making Disk Failure Predictions SMARTer!

Performance

  • An Empirical Guide to the Behavior and Use of Scalable Persistent Memory
  • DC-Store: Eliminating Noisy Neighbor Containers using Deterministic I/O Performance and Resource Isolation
  • GoSeed: Generating an Optimal Seeding Plan for Deduplicated Storage

Key Value Storage

  • Characterizing, Modeling, and Benchmarking RocksDB Key-Value Workloads at Facebook
  • FPGA-Accelerated Compactions for LSM-based Key-Value Store
  • HotRing: A Hotspot-Aware In-Memory Key-Value Store

Caching

  • BCW: Buffer-Controlled Writes to HDDs for SSD-HDD Hybrid Storage Server
  • InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache
  • Quiver: An Informed Storage Cache for Deep Learning

Consistency and Reliability

  • CRaft: An Erasure-coding-supported Version of Raft for Reducing Storage Cost and Network Cost
  • Hybrid Data Reliability for Emerging Key-Value Storage Devices
  • Strong and Efficient Consistency with Consistency-Aware Durability

全体に対する感想