1. How to cite references in your text 2. How to organize references 3. Abstract 4. Archival documents 5. Audiovisual material 6. Book 7. Conference proceedings, paper, poster session 8. Database 9. Dissertation or thesis 10. Electronic sources 11. Email, mailing list, blog 12. Film 13. Interview 14. Journal article 15. Legal materials 16. Newspaper, magazine, or newsletter article 17. Personal communication 18. Reference work 19. Report 20. Review 21. Software, data set, measurement instrument, apparatus 22. TV or radio 23. Unpublished work

1. IO system • What do you know already? • IOPS, bandwidth, latency & blocksize • media and their characteristics • cache & IO optimisation strategies • how to debug IO problems 2. Redundancy Technology • Parity for RAID technology 3. Cloud Storage Technology • Scalability, Hashing, Indexing,, Deduplication

Intro Threading Safety Solutions 1 Introduction and expectations Scope : what is parallelism ? Finding parallelism Expectations 2 Threading, theory and practice Processes and threads Python threading C ++threading and async 3 Thread-safety issues Data races Thread safety 4 Thread-safety solutions Avoid the problem Replicate Atomics Locking

1 Asynchronous I/O Latency Asynchronous I/O interfaces Message queues 2 I/O optimizations Optimizing network transfers Optimizing local transfers 3 Influence of data structures on I/O Measuring I/O efficiency of algorithms 4 Caching Principles Policies Distributed Caches 5 Conclusion

Parallel Programming Programming Models Shared-Memory Programming Message-Passing Programming Data-Parallel Programming Programming Environment and Tools

天津大学：《数据结构 Data Structures》课程教学资源（PPT课件讲稿）第一章 绪论（李晓红）

查找的概念 静态查找表 动态查找表 哈希表

❖ 栈 Stack ❖ 队列 ❖ 递归

天津大学：《数据结构 Data Structures》课程教学资源（PPT课件讲稿）第四章 字符串（String）

中国人民大学：Similarity Measures in Deep Web Data Integration