データ工学特論 Advanced Data Engineering

文字サイズ小中大

担当教員: 横田治夫

使用教室: 火5-6(W831)

単位数: 講義：2 演習：0 実験：0

講義コード: 76029

シラバス更新日: 2010年9月20日

講義資料更新日: 2011年1月25日

学期: 後期

概要

講義概要

The data engineering is an active research area for manipulating a large amount of persistent data sophisticatedly, such as processing databases. This class focuses on advanced approaches for the mechanism, algorithm and architecture in data engineering.

講義の目的

Topics include transaction models, data warehousing, OLAP, indexing methods, parallel database operations, data replication, failure recovery, storage systems, workflow control system, XML databases.

講義計画

1) Basic Concepts of Data Engineering
2) Transaction Models
3) Transaction-Log Analysis and Mining
4) Data Warehouse and OLAP
5) Advanced Indexing Methods
6) Cost Evaluation of Database Operations
7) Parallel Database Operations (1)
8) Parallel Database Operations (2)
9) Approaches for Balancing Loads
10) Data Replications and Recovery
11) Storage Systems
12) Distributed Transactions
13) Workflow Management Systems
14) XML Databases

教科書・参考書等

Reference Books
Jim Gray and Andreas Reuter,
"Transaction Processing: Concept and Techniques,"
Morgan Kaufmann Publishers, 1993.

成績評価

Assignments and Reports