Storage Systems topics and related papers
In this post, I will distill my own ideas and my own views into a structure for a storage system course. Here, I assume here a 15-weeks course with a single 1 1/2 hour lecture per week (as we have in Germany):
- Introduction, Overview, Disk Drive Architecture
Material: Ruemmler, Wilkes An introduction to disk drive modeling - Disk Scheduling / SSD
Material: Iyer, Druschel. Anticipatory scheduling: A disk scheduling framework to overcome deceptive idleness in synchronous I/O, Agrawal et al. Design Tradeoffs for SSD Performance - RAID
Material: Patterson et al. Introduction to Redundant Arrays of Inexpensive Disk (RAID), Corbett. Row-Diagonal Parity for Double Disk Failure Correction - Local File Systems
- Local File System Case Studies: ext3, btrfs
Material: Valerie Aurora. A short history of btrfs, Card et al. Design and Implementation of the Second Extended Filesystem - Local File Structures (Sequential, Hashing, B-Tree)
Material: Comer. The Ubiquitous B-Tree - SAN / NAS / Object-based Storage
Material: Sacks. Demystifying DAS, SAN, NAS, NAS Gateways, Fibre Channel, and iSCSI - Examples: NFS, Ceph, GoogleFS/Hadoop DFS
Material: Weil. Ceph, A scalable, high-performance distributed file system, Ghemawat et al. The Google File System - Snapshots and Log-based Storage Designs
Material: Brinkmann, Effert. Snapshots and Continuous Data Replication in Cluster Storage Environments, Hitz et al.File System Design for an NFS File Server Appliance, Rosenblum, Ousterhout. The Design and Implementation of a Log-Structured File System - Fault Tolerance, Journaling, and Soft Updates
Material: Prabhakaran et al. Analysis and Evolution of Journaling File Systems, Seltzer et al. Journaling Versus Soft Updates: Asynchronous Meta-data Protection in File Systems - Advanced Hashing: Consistent Hashing, Share, and Crush
Material: Karger et al. Consistent hashing and random trees: distributed caching protocols for relieving hot spots on the World Wide Web, Weil et al. CRUSH: controlled, scalable, decentralized placement of replicated data - Caching, Replication
Material: Nelson et al. Caching in the Sprite network file system, Kistler et al. Disconnected operation in the Coda File System - Consistency, Availability, and Partition Tolerance
Material: DeCandia et al. Dynamo: Amazon’s Highly Available Key-value Store, Helland, Life beyond Distributed Transaction: An Apostate's Opinion - Data Deduplication
Material: Muthitacharoen et al., A Low-bandwidth Network File System, Douglis, Iyengar. Application-specific Delta-encoding via Resemblance Detection - Performance Analysis
Material: Traeger, A nine year study of file system and storage benchmarking (at least parts of it)
As books I would recommend:
- Callaghan. NFS Illustrated
- Pate. UNIX Filesystems: Evolution, Design, and Implementation
- Folk, Zoellick. File structures
For me, a few key points are important:
- To clearly separate between classes of file systems and a concrete example. The best example is the class of network file systems vs. NFS. At the end there should be no much question if something is a inherent property of a class of file systems or of the concrete implementation
- To have enough time to handle the basic concepts independently from concrete usages. For example explaining B-Trees as an important file structures independent from the usage in e.g. BTRFS.
- The concepts are more important than the current technology or standards.
Storage Systems topics and related papers的更多相关文章
- PacificA: Replication in Log-Based Distributed Storage Systems
PacificA: Replication in Log-Based Distributed Storage Systems - Microsoft Research https://www.micr ...
- (转)Awesome Courses
Awesome Courses Introduction There is a lot of hidden treasure lying within university pages scatte ...
- Storage System and File System Courses
I researched a lot about storage system classes given at good universities this year. This had two r ...
- Call for Papers International Conference for Smart Health (ICSH) 2014
Call for PapersInternational Conference for Smart Health (ICSH) 2014 Beijing, China July 10-11, 2014 ...
- Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (I - III)
ABSTRACT Recent technological advancement have led to a deluge of data from distinctive domains (e.g ...
- Tachyon在Spark中的作用(Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks 论文阅读翻译)
摘要: Tachyon是一种分布式文件系统,能够借助集群计算框架使得数据以内存的速度进行共享.当今的缓存技术优化了read过程,可是,write过程由于须要容错机制,就须要通过网络或者 ...
- Video processing systems and methods
BACKGROUND The present invention relates to video processing systems. Advances in imaging technology ...
- Ultra-wideband (UWB) secure wireless device pairing and associated systems
Methods and systems are disclosed for ultra-wideband (UWB) secure wireless device pairing. Secure pa ...
- Method and Apparatus for Providing Highly-Scalable Network Storage for Well-Gridded Objects
An apparatus comprising a plurality of storage nodes comprising a plurality of corresponding storage ...
随机推荐
- 关于eclipse在线下载安装android SDK没反应解决方法
虽然天朝将google这个服务器给和谐掉了 虽然我们也可以选择其他各类FQ软件 虽然你可能有其他手段解决 不过我还是要提供一个参考方法: 具体操作方式: 点击桌面左下角开始菜单中的搜索,把以下路径,复 ...
- tomcat 协议之并发协议 Http11NioProtocol
关于此协议的原理是什么尚不明确,待后续学习,但是该协议(Http11NioProtocol)能够改善高并发时tomcat的性能. 默认为HTTP/1.1,也就是阻塞式,在改用org.apache.co ...
- SQLite主键自增需要设置为integer PRIMARY KEY
按照正常的SQL语句,创建一个数据表,并设置主键是这样的语句: ), EventType )) 但使用这种办法,在SQLite中创建的的数据表,如果使用Insert语句插入记录,如下语句: INSER ...
- 最新 Windows 10 应用项目模板发布
以下是最新的Visual Studio 2015 Windows 10 应用程序模板. Windows 10中几乎所有的官方应用都遵循这样一个设计模板:在左上方有一个所谓的导航栏.点击该导航按钮,左侧 ...
- 由Memcached使用不当而引发性能问题的两个经验总结
在这个cache everywhere的时代,在这个人人都会说分布式缓存的时代,Memcached几乎已成为网站开发中的标配. 作为一名普通的coder,我们在编写缓存代码的时候,很多情况下可能都只是 ...
- Lingo 做线性规划 - DEA
Reference: <An Introduction to Management Science Quantitative Approaches to Decision Making, Rev ...
- JS几种数组遍历方式以及性能分析对比
前言 这一篇与上一篇 JS几种变量交换方式以及性能分析对比 属于同一个系列,本文继续分析JS中几种常用的数组遍历方式以及各自的性能对比 起由 在上一次分析了JS几种常用变量交换方式以及各自性能后,觉得 ...
- FIR.im Weekly - 上周微博热转资源精选
LeakCanary: 让内存泄露无所遁形 Square 开源的 LeakCanary,国内开发者 @廖祜秋liaohuqiu 翻译了对应的官方博客,撰写了中文使用说明文档,同时还写了一个小 Demo ...
- iOS-多线程-内存管理
iOS与OSX 多线程和内存管理 总结 一. 自动引用计数 1.自动引用计数(ARC)就是指内存管理中对引用采用自动计数的技术. 满足以下条件即可使用这种功能: Xcode ...
- Git 操作 学习资源 网址
用git 有一段时间了,有点自己的小心得.个人觉得相对SVN来讲他更灵活,更合理. 陆陆续续的收集了一些学习资源: 1.理解Xcode 中的Git 版本控制 http://www.open-open. ...