《实用非参数统计》课程教学资源（阅读材料）A Comparative Study of Tests for Homogeneity of Variances, with Applications to the Outer Continental Shelf Bidding Data

▪ 数据科学定义 ▪ 数据科学研究目的 ▪ 数据科学发展简史 ▪ 数据科学理论体系 ▪ 数据科学基本流程 ▪ 数据科学人才类型 ▪ 如何继续学习

北京大学：《大规模数据处理——云计算 Mass Data Processing Cloud Computing》课程教学资源（PPT课件）MapReduce原理 MapReduce Theory and Practice

Last Course Review & Reading Check Document Retrieval &Inverted Index PageRank Algorithm

• The Effects of Power • Low Power Design – DPM based low power optimization – DVS based low power optimization • ex: Program-level optimization for multimedia – ACPI：OS supported PM – ACPI：OS supported PM – 软硬件协同低功耗设计 • Power model: Power Analysis/Estimation Tek & Tools • Temperature Aware Design • Leakage Power • Case Study – Cache、Memory、Data Center、Handheld • Conclusion

1 I/O Hardware and I/O control methods Polling (轮询方式) Interrupts (中断方式) Direct Memory Access (DMA方式) I/O hardware summary 2 Application I/O Interface Block and Character Devices Network Devices Clocks and Timers Blocking (阻塞) and Nonblocking (非阻塞) I/O 3 Kernel I/O Subsystem I/O Scheduling Buffering (缓冲机制) Caching, Spooling & device reservation Error Handling I/O Protection Kernel Data Structures 4 Transforming I/O Requests to Hardware Operations 5 Performance

四川大学：测试技术与控制工程系课程教学资源《误差理论及数据处理》教学大纲 Error Theory and Data Processing

• Cloud environment & Security problems in cloud • How to protect applications against Hypervisor/OS in cloud • Intel SGX, protecting applications against OS • SCONE (OSDI’16), using Intel SGX • How to protect user data against applications in cloud • Ryoan (OSDI’16), using NaCl (S&P’09) and Intel SGX • How to verify network security in cloud • TenantGuard (NDSS’17)， verifying network isolation in cloud

同济大学：《大学计算机基础》课程教学资源（教案讲义）Data Representation

§1.1 数据结构的概念 §1.2 数据结构的抽象形式 §1.3 作为ADT的C++类 §1.4 算法定义 §1.5 算法性能分析与度量