CS 전공/리뷰2009. 8. 20. 11:48

최근의 DB 연구 경향

1. SIGMOD 2010 CFP의 연구 주제란에 XML이 없다. 
   1998년부터 지금까지 줄기차게 사람들이 파왔던 이 분야도
   이제 연구할 거리가 거의 없어졌나 보다. 나도 빨리 다른 분야로 갈아타야겠다.

2. ecoSystem, energy efficient software
   MB 정부의 녹색성장은 어떤지 몰라도 이분야는 요새 많이들 언급되는 것 같다.
   특히 energy efficiency는 embedded device에서 뿐만 아니라 server 쪽에서도 요새 언급되고 있는 모양이다.

3. Distributed &Parallel Computing
요새 다시 엄청난 관심을 받고 있다.  MapReduce와 같은 a large-scale data processing on distributed environments는 예전에도 grid computing, distributed computing. distributed & parallel database이란 이름으로 많이들 해왔던 것이다. 그런데 이것이 Google의 mapReduce 와 cloud computing이라는 키워드 때문에 다시금 각광을 받는가 보다. 사실 학계 입장에서는 MapReduce 개념은 30년 전에 이미 논의되었던 단순한 개념에 불과한데, 이리 관심을 받는 것이 편치 않는 듯하다. 아마 그 개념의 단순함에 의해서 사람들이 접근이 용이하고, Google이라는 회사가 이를 구현해서 이용한다는 것 때문에 사람들이 그리들 관심을 가지고 있는지도 모른다. 어쨌든, DeWitt이나 Stonebraker 같은 DB계의 거목들은 MapReduce의 이용이 30년전으로 회귀하는 것이라고까지 말하지만,   산업계의 흐름은 이쪽으로 넘어가려고 하는 듯 하다.  하지만, 또다시 여기에 필요한 여러가지 기능들을 추가하다보면 결국엔 또다시 disributed DBMS와 비슷한 모습을 취하지 않을까 싶다. 또한 보안 문제 등 아직까지 여러가지로 걸리는 것들이 많다.
이 분야 연구는 개인이 하기엔 규모면에서 좀 버거운 점이 있다. 일단 노드 컴퓨터 수가 어느정도 되어야 실험을 해보던가 할텐데, 소규모의 프로젝트 그룹이나 개인이 하기에는 일단 보유할 PC수부터 제약이 있다. 아마, 몇몇 연구단쳬에서 테스트베드를 구축하고 그걸 가지고 코드를 실험해야 할 것이다. 아 얼핏 인터넷 뒤져보니 이미 그런게 몇개 있기는 한 듯 하다. 두번째로는 산업체에서 주로 많이들 달라붙다 보니, 많은 인력들이 붙어서 단기간에 논문을 뽑아내는데, 그 속도를 개인이 따라가기에 쉬울까라는 고민이 좀 있다.

4. Database Management System and Algorithm Designs for emerging harwdware architectures:
  Multi-core processors, larger on-chip caches, large inexpensive RAM, and flash memory
  하드웨어 상황이 변하다 보니, 기존의 알고리즘들을 변화된 하드웨어 환경에 맞추어 효율적으로 동작할 수 있도록 알고리즘을 새로 만들던가 또는 수정을 하던가 해야 할 일들이 필요하게 되었다. 대표적인 것이 멀티코어 프로세서 출현에 따른 parallelism의 재고려, flash memory 가격 경쟁력의 향상에 따른 HDD의 flash memory의 대체, cache capacity의 증가와 memory의 access latency와 CPU clock과의 차이에 따른 stall 문제를 해결하기 위한 cache-aware/oblivious 알고리즘들, 보다 큰 메모리에서 데이터를 효과적으로 처리하기 위한 in-memory data structure와 algorithm등등. 이런 부분들은 Computer Architecture, H/W 쪽 지식을 많이 요구한다.

5. Emerging Computing Environments
   Social network, semantic web, scientific data, sensor network 등은 기존의 관계형 데이터 모델과 상이한 여러 특징들을 가지고 있으므로 이들에 대한 연구도 많이 진행되는 듯 싶다.  일단 이들과 관련하여 graph model에 대한 DB 지원, 또는 graph db 등이 요새 좀 다루어지는 것 같고, scientific data 는 처리해야 할 data volume 때문에 분야 3.과 같은 테두리에서 연구도 많이 진행되는 것 같다.

6. Web Data Processing & Retrieval
  가장 성공적인 데이터, 서비스 전달 도구인 만큼 웹 관련한 내용은 웬만한 CFP에는 항상 있다.

7. 기본기들은 언제나 CFP에서 살아있다.
  indexing, query processing, transaction, privacy, security, data mining 등 기본적으로 필요한 세부 기술들은 언제나 CFP에 오르내리고 있다.
저작자표시 비영리 변경금지

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CS 전공/리뷰2008. 9. 10. 10:44

Claremont Report

Claremont Report는 DB, CS 계의 석학들이 올해 5월에 Claremont Resort, Berkeley, CA에 모여서 앞으로의 비전에 대해서 토론한 내용을 간략하게 보고서 형태로 쓴 것이다. 이 모임은 5년에 한 번 열린다고 한다. 그러니 다음 report는 5년 뒤인 2013년에 나오겠지. 아주 rough하지만(논문 주제를 잡아 줄만큼 자세하지는 않지만), Big thinker들이 생각하는 앞으로의 추세와 연구 방향에 알아볼 수 있는 좋은 내용들이다.

참석한 사람들도 어마어마하다.  Alon Halevy, Ioannidis, Stonebraker, An Hai Doan, Haas, Rakesh Agrawal 등등등..
http://db.cs.berkeley.edu/claremont/에서 간단한 report와 발표자들의 TP들을 볼 수 있다.

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CS 전공/책, 자료들2008. 3. 25. 17:41

Readings in Database Systems, Third Edition

Readings in Database Systems, Third Edition

Edited by

Michael Stonebraker
University of California, Berkeley

Joseph M. Hellerstein
University of California, Berkeley

CHAPTER 1 The Roots

A Relational Model of Data for Large Shared Data Banks, CACM 13(6) 1970
Edgar F. Codd
System R: Relational Approach to Database Management, TODS 1(2) 1976
Morton M. Astrahan, Mike W. Blasgen, Donald D. Chamberlin, Kapali P. Eswaran, Jim Gray,
Patricia P. Griffiths, W. Frank King III, Raymond A. Lorie, Paul R. McJones, James W. Mehl,
Gianfranco R. Putzolu, Irving L. Traiger, Bradford W. Wade, and Vera Watson
The Design and Implementation of INGRES, TODS 1(3) 1976
Michael Stonebraker, Eugene Wong, Peter Kreps, and Gerald Held
A History and Evaluation of System R, CACM 24(10) 1981
Donald D. Chamberlin, Morton M. Astrahan, Mike W. Blasgen, Jim Gray, W. Frank King III,
Bruce G. Lindsay, Raymond A. Lorie, James W. Mehl, Thomas G. Price, Gianfranco R. Putzolu,
Patricia G. Selinger, Mario Schkolnick, Donald R. Slutz, Irving L. Traiger, Bradford W. Wade,
and Robert A. Yost
Retrospection on a Database System, TODS 5(2) 1980
Michael Stonebraker

CHAPTER 2 Relational Implementation Techniques

Operating System Support for Database Management, Database Engineering Bulletin 9(3) 1986
Michael Stonebraker
R-Trees: A Dynamic Index Structure for Spacial Searching, SIGMOD 1984
Antonin Guttman
Generalized Search Trees for Database Systems, VLDB 1995
Joseph M. Hellerstein, Jeffrey F. Naughton, and Avi Pfeffer
An Evaluation of Buffer Management Strategies for Relational Database Systems, Algorithmica 1(3) 1986
Hong-Tai Chou and David J. DeWitt
Join Processing in Database Systems with Large Main Memories, TODS 11(3) 1986
Leonard D. Shapiro
Access Path Selection in a Relational Database Management System, SIGMOD 1979
Patricia G. Selinger, Morton M. Astrahan, Donald D. Chamberlin, Raymond A. Lorie, and Thomas G. Price
Query Rewrite Optimization Rules in IBM DB2 Universal Database
T. Y. C. Leung, H. Pirahesh, P. Seshadri, and J. Hellerstein

CHAPTER 3 Transaction Management

Granularity of Locks and Degrees of Consistency in a Shared Data Base, IFIP Working Conference on Modelling in Data Base Management Systems 1976
Jim Gray, Raymond A. Lorie, Gianfranco R. Putzolu, and Irving L. Traiger
On Optimistic Methods for Concurrency Control, TODS 6(2) 1981
H. T. Kung and John T. Robinson
Concurrency Control Performance Modeling: Alternatives and Implications, TODS 12(4) 1987
Rakesh Agrawal, Michael J. Carey, and Miron Livny
Efficient Locking for Concurrent Operations on B-Trees, TODS 6(4) 1981
Philip L. Lehman and S. Bing Yao
Principles of Transaction-Oriented Database Recovery, ACM Computing Surveys 15(4) 1983
Theo Härder, Andreas Reuter
ARIES: A Transaction Recovery Method Supporting Fine-Granularity Locking and Partial Rollbacks Using Write-Ahead Logging, TODS 17(1) 1992
C. Mohan, Donald J. Haderle, Bruce G. Lindsay, Hamid Pirahesh, and Peter M. Schwarz
The Design of a POSTGRES Storage System, VLDB 1987
Michael Stonebraker
The ConTract Model, Database Transaction Models for Advanced Applications 1992
Helmut Wachter and Andreas Reuter

CHAPTER 4 Distributed Database System

R*: An Overview of the Archtecture, JCDKB 1982
R. Williams, Dean Daniels, Laura M. Haas, George Lapis, Bruce G. Lindsay,
Pui Ng, Ron Obermarck, Patricia G. Selinger, Adrian Walker, Paul F. Wilms,
and Robert A. Yost
R* Optimizer Validation and Performance Evaluation for Distributed Queries, VLDB 1986
Lothar F. Mackert and Guy M. Lohman
Transaction Management in the R* Distributed Database Management System, TODS 11(4) 1986
C. Mohan, Bruce G. Lindsay, and Ron Obermarck
The Dangers of Replication and a Solution, SIGMOD 1996
Jim Gray, Pat Helland, Patrick E. O'Neil, and Dennis Shasha
Mariposa: A Wide-Area Distributed Database System, VLDB Journal 5(1) 1996
Michael Stonebraker, Paul M. Aoki, Witold Litwin, Avi Pfeffer, Adam Sah,
Jeff Sidell, Carl Staelin, and Andrew Yu

CHAPTER 5 Parallel Database System

Parallel Database Systems: The Future of High Performance Database Systems, CACM 35(6) 1992
David J. DeWitt and Jim Gray
The Gamma Database Machine Project, TKDE 2(1) 1990
David J. DeWitt, Shahram Ghandeharizadeh, Donovan A. Schneider, Allan Bricker, Hui-I Hsiao,
and Rick Rasmussen
AlphaSort: A Cache-Sensitive Parallel External Sort, VLDB Journal 4(4) 1995
Chris Nyberg, Tom Barclay, Zarka Cvetanovic, Jim Gray, and David B. Lomet
Coloring Away Communication in Parallel Query Optimization, VLDB 1995
Waqar Hasan and Rajeev Motwani

CHAPTER 6 Objects in Databases

The ObjectStore Database System, CACM 34(10) 1991
Charles Lamb, Gordon Landis, Jack A. Orenstein, and Danel Weinreb
QuickStore: A High Performance Mapped Object Store, SIGMOD 1994
Seth J. White and David J. DeWitt
Client-Server Caching Revisited, IWDOM 1992 (SIGMOD 1991)
Michael J. Franklin and Michael J. Carey
The Database Language GEM, SIGMOD 1983
Carlo Zaniolo
Inclusion of New Types in Relational Data Base System, ICDE 1986
Michael Stonebraker
The POSTGRES Next-Generation Database Management System, CACM 34(10) 1991
Michael Stonebraker and Greg Kemnitz

CHAPTER 7 Data Analysis and Decision Support

Improved Query Performance with Variant Indexes, SIGMOD 1997
Patrick E. O'Neil and Dallan Quass
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals, Data Mining and Knowledge Discovery 1(1) 1997 (ICDE 1996)
Jim Gray, Surajit Chaudhuri, Adam Bosworth, Andrew Layman, Don Reichart,
Murali Venkatrao, Frank Pellow, and Hamid Pirahesh
An Array-Based Algorithm for Simultaneous Multidimensional Aggregates, SIGMOD 1997
Yihong Zhao, Prasad Deshpande, and Jeffrey F. Naughton
Fast Algorithms for Mining Association Rules in Large Databases, VLDB 1994
Rakesh Agrawal and Ramakrishnan Srikant
Online Aggregation, SIGMOD 1997
Joseph M. Hellerstein, Peter J. Haas, and Helen J. Wang

CHAPTER 8 Benchmarking Database Systems

A Measure of Transaction Processing Power
Anon et al.
The OO7 Benchmark, SIGMOD 1993
Michael J. Carey, David J. DeWitt, and Jeffrey F. Naughton
The Sequoia 2000 Storage Benchmark, SIGMOD 1993
Michael Stonebraker, James Frew, Kenn Gardels, and Jeff Meredith

CHAPTER 9 Vision Statements

Database Metatheory: Asking and Big Queries, PODS 1995
Christos H. Papadimitriou
Database Systems: Achievements and Opportunities, CACM 34(10) 1991
Abraham Silberschatz, Michael Stonebraker, and Jeffrey D. Ullman
Strategic Directions in Database Systems - Breaking Out of the Box, ACM Computing Surveys 28(4) 1996
Abraham Silberschatz and Stanley B. Zdonik

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CS 전공/리뷰2008. 3. 25. 17:38

ASU의 Yi Chen 교수의 대학원 강의:Data on the Web

ASU의 Yi Chen 교수의 대학원 강의 syllabus.
Data on the Web이란 타이틀을 붙였지만, 거의 다가 XML 포맷을 이용한 데이터 처리에 관한 부분이다. 특이하게 강의 자료도 ppt로 올려놓았다. 대부분 copyright 문제로 pdf로 올리던가 아니면 restricted access로 해놓는 교수들이 많은데....
관심가는 부분이 많아서 직접 들어보고 싶다.. 

CSE 591: Data on the Web

Fall 2007
Instructor:   Yi Chen     ( yi at asu.edu )
Time:   Monday & Wednesday 1:40PM - 2:55PM
Location:   BYAC 190
Office hours:   Monday 4:30-5:20 , Wednesday 12:30-1:30, or by appointment,  BY 562

TA: Yu Huang (yu.huang.1@asu.edu)

Office hours: TTh: 1-2pm, or by appointment, BY 417AA

 

Description & Objective   Format    Topics and Schedule    Project    Grading


Description & Objective

This course will discuss the recent advances in database research. Traditionally, a database is thought of as a relational database system (or an object-oriented database system). There are several assumptions in a traditional database. First, data conforms to a fixed schema. Second, data is locally stored, clean and consistent. Third, data can be queried using a structured query language (for example, SQL). As web data continues to grow at an explosive pace, we are facing more and more data that does not fit into a traditional database. For example, web data obtained from independent sources requires a flexible data representation format such as XML. Data obtained from integration or extracted from text documents may be error prone and inconsistent. A user may not be able to formulate a precise query using a structured query language. Furthermore, in publish subscribe systems and sensor networks, the assumption that data is locally stored has been discarded. As we relax these traditional database assumptions, new research challenges arise. In this course, we will explore in depth the research problems on semi-structured data management and its applications.

What You Can Get Out of the Course
The goals of this course are to gain a better understanding of the current research topics in databases, especially how to store, query, share, and interpret data across the Internet and World-Wide Web. You will also get opportunities to learn skills to survey, analyze and criticize research papers, obtain hands-on experience on database projects and participate research with other students.

Prerequisites :
Background on relational databases and programming ability in Java, C, or C# are required.  

 


Format

The course is organized around several research topics. For each topic, we read and discuss the selected papers in the current literature . There will be no required textbooks for this class though you can refer to the following book for additional reading.

  • Data on the Web . Morgan Kaufmann. S. Abiteboul and P. Buneman and D. Suciu


The course consists of  two lectures a week, class discussions, paper reading and reviews, and a project. Your responsibilities include:

  • Attend all the classes on time.
  • Participate actively in class discussions.
  • Select up to six papers from the reading list which are from at least three different areas. For each selected paper, write a one-page review and submit it before the paper is discussed in class. The top 5 scores on reviews will be counted in grades.
  • Do exercises.
  • Implement a research-oriented course project by group.
  • Think up wild and crazy ideas and share them with us.

Topics and Schedule

(The schedule is subject to change. Please check it frequently.)

Course Overview ( 8/20 )


XML Introduction   (1 week)

8/22, 8/27: XML data model, DOM and SAX interface as specified in  W3C .

References: (1) Buneman et al Keys for XML WWW10.
                      (2) Arenas & Libkin A Normal Form for XML Documents PODS 02

Searching XML Data using Keywords  (2 weeks)
8/29 Cohen et al. XSearch: A Semantic Search Engine for XML   VLDB 03
9/5    Li et al. Schema-Free XQuery VLDB 04
9/10  Liu and Chen, Identifying Meaningful Return Information for XML Keyword Search . SIGMOD07
9/12 , 9/17  Guo et al. XRANK: ranked keyword search on XML documents Sigmod 03

         Reference: Brin and Page: The Anatomy of a Large-Scale Hypertextual Web Search Engine .
XML Introduction   (continued. 1 week)
9/19, 9/24, 9/26 XML query languages XPath and XQuery language as specified in  W3C

 

Indexing and Querying Stored XML Data  (2 weeks)

10/1   Kaushik et al Exploiting Local Similarity for Indexing Paths in Graph-Structured Data , ICDE 02

10/3   Shanmugasundaram et al Relational Databases for Querying XML Documents: Limitations and Opportunities .  VLDB 99.
10/8   Zhang et al On Supporting Containment Queries in Relational Database Management Systems SIGMOD 01
         Reference: Bruno et al Holistic Twig Joins: Optimal XML Pattern Matching SIGMOD 02
10/10 Chen et al BLAS : An Efficient XPath Processing System SIGMOD 04

10/15, 10/17, 10/22 Project Midterm Presentation (1.5 week)

Every group will make a 20-minute presentation.

 

Querying XML Streams (1 week)
10/24  Altinel and Franklin Efficient Filtering of XML Documents for Selective Dissemination of Information , VLDB 00
10/29  Chen et al An Efficient XPath Query Processor for XML Streams ICDE 06
          Reference: Carabus et al. Extending XQuery with Window Functions . VLDB 07

Information Extraction, Integration and Probabilistic Databases (1.5 weeks)
10/31  Gupta & Sarawagi. Creating Probabilistic Databases from Information Extraction Models . VLDB 06
          Reference: Chu et al. Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data . VLDB 07.

    Reference: Bird et al. Designing and Evaluating an XPath Dialect for Linguistic Queries .”  ICDE 06.

11/5    Dalvi & Suciu Efficient Query Evaluation on Probabilistic Databases VLDB 04
11/7    Fuxman et al. ConQuer: Efficient Management of Inconsistent Databases. SIGMOD 05

Workflow Management and Data Provenance (1 week)
11/14 Buneman et al Provenance Management in Curated Databases SIGMOD 06
11/19 Beeri et al. Querying Business Processes . VLDB 2006
         Reference: Shankar et al Integrating databases and workflow systems , SIGMOD Record 05

11/21, 11/26, 11/28 VLDB 07 Paper Potpourri (1 week)

Every student will make a 5 minute presentation of one of VLDB 07 papers. Please choose and sign up the paper with TA

 

11/28, 12/3 Student Project Demo  (1 week)

Every group will make a 10-minute demo.

Project

Sample project topics will be discussed in the class. You can propose your own project that is closely related to the course and discuss it with the instructor first. The  project consists of three parts. First, you need to submit a half-page project proposal. Next, you need to give a midterm project presentation/report stating the problem, existing literature and proposed algorithm. Finally, you need to demo the project to the class and submit a project report detailing the proposed solution.


Grading

    Class attendance and discussion: 15%  
    Paper Reviews: 20%
    Exercises: 25%  
    Project midterm report: 15%
    Project final report: 25%

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Posted by Bart
세상사2008. 2. 21. 17:18

큐브리드 김평철 CTO, NHN 기술개발본부장 겸임

큐브리드 김평철 CTO, NHN 기술개발본부장 겸임


　국산 데이터베이스관리시스템(DBMS)업체인 큐브리드의 최고기술책임자(CTO)인 김평철 전무가 NHN의 기술개발본부장을 겸임한다.

　지분 관계에 있는 기업 간에 일부 임직원이 양사에 직책을 보유하는 경우는 종종 있어왔으나 전혀 지분 관계가 없는 기업에서 한 개인이 두 회사의 주요 직책을 겸직하는 경우는 매우 드문 경우다.

　NHN은 이달 초 큐브리드의 김평철 전무를 기술개발본부장으로 정식 선임했다. 김평철 전무는 NHN과 큐브리드가 공동으로 진행해온 차세대인터넷 서비스용 DBMS 공동 기술개발과제(코드명 XDBMS) 책임자로 지난해 7월부터 NHN의 기술자문을 맡아왔다. NHN의 기술개발본부장은 CTO 산하에서 네이버의 전체 서비스 플랫폼 개발과 기술연구센터도 운영하는 주요 직책이다.

　NHN 측은 “XDBMS의 성공적인 정착과 김평철 전무의 열정 및 풍부한 개발 경험을 접목하기 위해 개발본부장으로 영입했다”고 밝혔다.
-------------------------------------------------------------------
김평철 교수님. 대단하세요.

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CS 전공/리뷰2007. 11. 28. 00:21

Queyring Large XML data repositories

TKDE 10 월호에 XML 어쩌고 하는 논문이 있길래, 궁금해서 봐보았다.
어차피 XML 쪽은 내가 하는 일하고도 관련이 있고, 또 예전에 XML DBMS 개발하는 일도 해보았고,
현재도 이상하게 얽혀있는 관계라서..

NCSU에 있는 애가 쓴 건데, 여태까지 나온 XML 관련 테크닉들을 survey 한 거다. 아하.. TKDE 같은 데서도 Survey 페이퍼를 받는가 보구나 하면서 훑어보니... 이 친구 레퍼런스를 125개를 달았다. 자잘한 건 다 치우고, 굵직한 페이퍼들만 짚고 넘어가는데 125개란다. 그 만큼 이 분야에 얼마나 많은 사람들이 달려붙어서 깃발꽂기를  하고 있었는지 짐작이 간다. (우리는 왜 남의 동네 구경으로 보고 있었지? 시작한 건 거의 가장 처음이었으면서.)
레퍼런스의 한 1/4는 읽어본 것으로 짐작하고, 나머지 반은 이름은 보았던거, 그 외는 전혀 생소한 것들이다. 참 볼 페이퍼들 많다.

이분야도 이제 거의 정리가 되가는 듯 싶은데, 아직 할 수 있는 것이 몇 개 보이긴 하다. 하지만, 지금 일에 치여 손도 못대고 있다는거...

그나저나 상용 DBMS들은 이제 모두 Reverse Path Materialization + Dewey encoding로 굳혀졌구나.
 

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Posted by Bart
CS 전공/학회와 정보2007. 11. 12. 17:47

CS S/W 분야 SCI/SCI(E)-2007년 기준

S/W 분야에 관련된 SCI, SCI(E)저널들을 간단하게 추려보았습니다.

SCI, SCIE 따로 분리되어 있던 list를 하나로 합쳤습니다. 올해 기준입니다.

SCI 인 것은 제목 뒤에 표기되어 있습니다.

98개이군요. 혹 누락된게 있으면 알려주세요.

국내 ETRI 저널도 SCI인걸로 아는데 대충 내용을 보니까, 전자, 통신이 주류인 관계로 배제하였습니다.

뭐 간간히 S/W쪽 이 letter 형식으로 나오는 것 같기는 합니다만.


1. ACM TRANSACTIONS ON DATABASE SYSTEMS -SCI

Quarterly

ISSN: 0362-5915

ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, USA, NY, 10036


2. ACM TRANSACTIONS ON INFORMATION SYSTEMS -SCI

Quarterly

ISSN: 1046-8188

ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, USA, NY, 10036


3. ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS -SCI

Bimonthly

ISSN: 0164-0925

ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, USA, NY, 10036


4. ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY-SCI

Quarterly

ISSN: 1049-331X

ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, USA, NY, 10036


5. ACTA INFORMATICA -SCI

Monthly

ISSN: 0001-5903

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


6. ADVANCES IN COMPUTERS

Annual

ISSN: 0065-2458

ELSEVIER ACADEMIC PRESS INC, 525 B STREET, SUITE 1900, SAN DIEGO, USA, CA, 92101-4495


7. ADVANCES IN ENGINEERING SOFTWARE

Monthly

ISSN: 0965-9978

ELSEVIER SCI LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD, ENGLAND, OXON, OX5 1GB


8. ALGORITHMICA -SCI

Monthly

ISSN: 0178-4617

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


9. ANNUAL REVIEW OF INFORMATION SCIENCE AND TECHNOLOGY

Annual

ISSN: 0066-4200

INFORMATION TODAY INC, 143 OLD MARLTON PIKE, MEDFORD, USA, NJ, 08055-8750


10. BELL LABS TECHNICAL JOURNAL

Quarterly

ISSN: 1089-7089

JOHN WILEY & SONS INC, 111 RIVER ST, HOBOKEN, USA, NJ, 07030


11. COMMUNICATIONS OF THE ACM -SCI

Monthly

ISSN: 0001-0782

ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, USA, NY, 10036


12. COMPUTER -SCI

Monthly

ISSN: 0018-9162

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


13. COMPUTER JOURNAL

Bimonthly

ISSN: 0010-4620

OXFORD UNIV PRESS, GREAT CLARENDON ST, OXFORD, ENGLAND, OX2 6DP


14. COMPUTER LANGUAGES SYSTEMS & STRUCTURES

Quarterly

ISSN: 1477-8424

PERGAMON-ELSEVIER SCIENCE LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD, ENGLAND, OX5 1GB


15. COMPUTER STANDARDS & INTERFACES

Bimonthly

ISSN: 0920-5489

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


16. DATA & KNOWLEDGE ENGINEERING

Monthly

ISSN: 0169-023X

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


17. DATA MINING AND KNOWLEDGE DISCOVERY -SCI

Quarterly

ISSN: 1384-5810

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


18. DISTRIBUTED AND PARALLEL DATABASES

Bimonthly

ISSN: 0926-8782

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


19. ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS

Quarterly

ISSN: 1567-4223

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


20. EMPIRICAL SOFTWARE ENGINEERING

Quarterly

ISSN: 1382-3256

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


21. EUROPEAN JOURNAL OF INFORMATION SYSTEMS

Quarterly

ISSN: 0960-085X

PALGRAVE MACMILLAN LTD, BRUNEL RD BLDG, HOUNDMILLS, BASINGSTOKE, ENGLAND, HANTS, RG21 6XS


22. FORMAL ASPECTS OF COMPUTING

Quarterly

ISSN: 0934-5043

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


23. FUNDAMENTA INFORMATICAE

Monthly

ISSN: 0169-2968

IOS PRESS, NIEUWE HEMWEG 6B, AMSTERDAM, NETHERLANDS, 1013 BG


25. IBM SYSTEMS JOURNAL -SCI

Quarterly

ISSN: 0018-8670

IBM CORP, 1 NEW ORCHARD ROAD, ARMONK, USA, NY, 10504


26. ICGA JOURNAL

Quarterly

ISSN: 1389-6911

UNIV MAASTRICHT FACULTY GENERAL SCIENCES, DEPT COMPUTER SCIENCES/IKAT, PO BOX 616, MAASTRICHT, NETHERLANDS, 6200 MD


27. IEE PROCEEDINGS-SOFTWARE

Bimonthly

ISSN: 1462-5970

INSTITUTION ENGINEERING TECHNOLOGY-IET, MICHAEL FARADAY HOUSE SIX HILLS WAY STEVENAGE, HERTFORD, ENGLAND, SG1 2AY


28. IEEE INTERNET COMPUTING

Bimonthly

ISSN: 1089-7801

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


29. IEEE MULTIMEDIA -SCI

Quarterly

ISSN: 1070-986X

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


30. IEEE PERVASIVE COMPUTING

Bimonthly

ISSN: 1536-1268

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


31. IEEE SOFTWARE -SCI

Bimonthly

ISSN: 0740-7459

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


32. IEEE TRANSACTIONS ON INFORMATION THEORY -SCI

Bimonthly

ISSN: 0018-9448

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, USA, NJ, 08855


33. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING -SCI

Bimonthly

ISSN: 1041-4347

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


34. IEEE TRANSACTIONS ON MOBILE COMPUTING

Quarterly

ISSN: 1536-1233

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


35. IEEE TRANSACTIONS ON MULTIMEDIA

Quarterly

ISSN: 1520-9210

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, USA, NJ, 08855


36. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING -SCI

Monthly

ISSN: 0098-5589

IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, USA, CA, 90720-1314


37. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES

Monthly

ISSN: 0916-8508

IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG, KIKAI-SHINKO-KAIKAN BLDG MINATO-KU SHIBAKOEN 3 CHOME, TOKYO, JAPAN, 105


38. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Monthly

ISSN: 0916-8532

IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG, KIKAI-SHINKO-KAIKAN BLDG MINATO-KU SHIBAKOEN 3 CHOME, TOKYO, JAPAN, 105


39. INFOR

Quarterly

ISSN: 0315-5986

INFOR, UNIV TORONTO PRESS, JOURNALS DEPT,5201 DUFFERIN ST, TORONTO, CANADA, ON, M3H 5T8


40. INFORMATICA

Quarterly

ISSN: 0868-4952

INST MATHEMATICS & INFORMATICS, AKADEMIJOS 4, VILNIUS, LITHUANIA, 2600


41. INFORMATION & MANAGEMENT

Monthly

ISSN: 0378-7206

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


42. INFORMATION AND SOFTWARE TECHNOLOGY

Monthly

ISSN: 0950-5849

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


43. INFORMATION PROCESSING & MANAGEMENT

Bimonthly

ISSN: 0306-4573

PERGAMON-ELSEVIER SCIENCE LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD, ENGLAND, OX5 1GB


44. INFORMATION PROCESSING LETTERS

Monthly

ISSN: 0020-0190

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


45. INFORMATION RETRIEVAL

Quarterly

ISSN: 1386-4564

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


46. INFORMATION SCIENCES -SCI

Biweekly

ISSN: 0020-0255

ELSEVIER SCIENCE INC, 360 PARK AVE SOUTH, NEW YORK, USA, NY, 10010-1710


47. INFORMATION SYSTEMS -SCI

Bimonthly

ISSN: 0306-4379

PERGAMON-ELSEVIER SCIENCE LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD, ENGLAND, OX5 1GB


48. INFORMATION SYSTEMS FRONTIERS

Quarterly

ISSN: 1387-3326

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


49. INFORMATION SYSTEMS MANAGEMENT

Quarterly

ISSN: 1058-0530

AUERBACH PUBLICATIONS, C/O CRC PRESS L L C, 2000 CORPORATE BLVD NW, BOCA RATON, USA, FL, 33431


50. INFORMATION TECHNOLOGY AND LIBRARIES

Quarterly

ISSN: 0730-9295

AMER LIBRARY ASSOC, 50 E HURON ST, CHICAGO, USA, IL, 60611


51. INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS

Tri-annual

ISSN: 0218-8430

WORLD SCIENTIFIC PUBL CO PTE LTD, 5 TOH TUCK LINK, SINGAPORE, SINGAPORE, 596224


52. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS

Quarterly

ISSN: 1550-1329

TAYLOR & FRANCIS INC, 325 CHESTNUT ST, SUITE 800, PHILADELPHIA, USA, PA, 19106


53. INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE

Quarterly

ISSN: 1086-4415

M E SHARPE INC, 80 BUSINESS PARK DR, ARMONK, USA, NY, 10504


54. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE -SCI

Bimonthly

ISSN: 1365-8816

TAYLOR & FRANCIS LTD, 4 PARK SQUARE, MILTON PARK, ABINGDON, ENGLAND, OXON, OX14 4RN


55. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

Quarterly

ISSN: 0219-6220

WORLD SCIENTIFIC PUBL CO PTE LTD, 5 TOH TUCK LINK, SINGAPORE, SINGAPORE, 596224


56. INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Bimonthly

ISSN: 0218-1940

WORLD SCIENTIFIC PUBL CO PTE LTD, 5 TOH TUCK LINK, SINGAPORE, SINGAPORE, 596224


57. INTERNATIONAL JOURNAL OF WEB SERVICES RESEARCH

Quarterly

ISSN: 1545-7362

IDEA GROUP PUBLISHING, 701 E CHOCOLATE AVE, STE 200, HERSHEY, USA, PA, 17033-1240


58. INTERNET RESEARCH

Bimonthly

ISSN: 1066-2243

EMERALD GROUP PUBLISHING LIMITED, 60/62 TOLLER LANE, BRADFORD, ENGLAND, W YORKSHIRE, BD8 9BY


59. JOURNAL OF COMPUTER INFORMATION SYSTEMS

Quarterly

ISSN: 0887-4417

INT ASSOC COMPUTER INFO SYSTEM, OKLAHOMA ST UNIV COLLEGE OF BUSINESS, STILLWATER, USA, OK, 74078


60. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Bimonthly

ISSN: 1000-9000

SCIENCE CHINA PRESS, 16 DONGHUANGCHENGGEN NORTH ST, BEIJING, PEOPLES R CHINA, 100717


61. JOURNAL OF DATABASE MANAGEMENT

Quarterly

ISSN: 1063-8016

IDEA GROUP PUBLISHING, 701 E CHOCOLATE AVE, STE 200, HERSHEY, USA, PA, 17033-1240


62. JOURNAL OF FUNCTIONAL PROGRAMMING

Bimonthly

ISSN: 0956-7968

CAMBRIDGE UNIV PRESS, 32 AVENUE OF THE AMERICAS, NEW YORK, USA, NY, 10013-2473


63. JOURNAL OF INFORMATION SCIENCE

Bimonthly

ISSN: 0165-5515

SAGE PUBLICATIONS LTD, 1 OLIVERS YARD, 55 CITY ROAD, LONDON, ENGLAND, EC1Y 1SP


64. JOURNAL OF INFORMATION SCIENCE AND ENGINEERING

Bimonthly

ISSN: 1016-2364

INST INFORMATION SCIENCE, ACADEMIA SINICA, TAIPEI, TAIWAN, 115


65. JOURNAL OF INFORMATION TECHNOLOGY

Quarterly

ISSN: 0268-3962

PALGRAVE MACMILLAN LTD, BRUNEL RD BLDG, HOUNDMILLS, BASINGSTOKE, ENGLAND, HANTS, RG21 6XS


66. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Bimonthly

ISSN: 0925-9902

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


67. JOURNAL OF MANAGEMENT INFORMATION SYSTEMS

Quarterly

ISSN: 0742-1222

M E SHARPE INC, 80 BUSINESS PARK DR, ARMONK, USA, NY, 10504


68. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Quarterly

ISSN: 1084-8045

ACADEMIC PRESS LTD ELSEVIER SCIENCE LTD, 24-28 OVAL RD, LONDON, ENGLAND, NW1 7DX


69. JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Quarterly

ISSN: 1064-7570

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


70. JOURNAL OF ORGANIZATIONAL COMPUTING AND ELECTRONIC COMMERCE -SCI

Quarterly

ISSN: 1091-9392

LAWRENCE ERLBAUM ASSOC INC, 10 INDUSTRIAL AVE, MAHWAH, USA, NJ, 07430-2262


71. JOURNAL OF RESEARCH AND PRACTICE IN INFORMATION TECHNOLOGY

Quarterly

ISSN: 1443-458X

AUSTRALIAN COMPUTER SOC INC, PO BOX Q534, QVB POST OFFICE, SYDNEY, AUSTRALIA, NSW, 1230


72. JOURNAL OF SOFTWARE MAINTENANCE AND EVOLUTION-RESEARCH AND PRACTICE

Bimonthly

ISSN: 1532-060X

JOHN WILEY & SONS LTD, THE ATRIUM, SOUTHERN GATE, CHICHESTER, ENGLAND, W SUSSEX, PO19 8SQ


73. JOURNAL OF STRATEGIC INFORMATION SYSTEMS

Quarterly

ISSN: 0963-8687

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


74. JOURNAL OF SYSTEMS AND SOFTWARE

Monthly

ISSN: 0164-1212

ELSEVIER SCIENCE INC, 360 PARK AVE SOUTH, NEW YORK, USA, NY, 10010-1710


75. JOURNAL OF THE ACM -SCI

Quarterly

ISSN: 0004-5411

ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, USA, NY, 10036


76. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY

Monthly

ISSN: 1532-2882

JOHN WILEY & SONS INC, 111 RIVER ST, HOBOKEN, USA, NJ, 07030


77. JOURNAL OF WEB SEMANTICS

Quarterly

ISSN: 1570-8268

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


78. KNOWLEDGE AND INFORMATION SYSTEMS

Bimonthly

ISSN: 0219-1377

SPRINGER LONDON LTD, SWEETAPPLE HOUSE CATTESHALL ROAD, GODALMING, ENGLAND, SURREY, GU7 3DJ


79. LECTURE NOTES IN CONTROL AND INFORMATION SCIENCES

Monthly

ISSN: 0170-8643


80. MATHEMATICAL AND COMPUTER MODELLING

Monthly

ISSN: 0895-7177

PERGAMON-ELSEVIER SCIENCE LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON,

OXFORD, ENGLAND, OX5 1GB

81. MATHEMATICAL PROGRAMMING

Monthly

ISSN: 0025-5610

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


82. MATHEMATICS AND COMPUTERS IN SIMULATION

Monthly

ISSN: 0378-4754

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


83. MIS QUARTERLY

Quarterly

ISSN: 0276-7783

SOC INFORM MANAGE-MIS RES CENT, UNIV MINNESOTA-SCH MANAGEMENT 271 19TH AVE SOUTH, MINNEAPOLIS, USA, MN, 55455


84. MOBILE NETWORKS & APPLICATIONS

Quarterly

ISSN: 1383-469X

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


85. MULTIMEDIA SYSTEMS -SCI

Bimonthly

ISSN: 0942-4962

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


86. MULTIMEDIA TOOLS AND APPLICATIONS

Bimonthly

ISSN: 1380-7501

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


87. ONLINE INFORMATION REVIEW

Bimonthly

ISSN: 1468-4527

EMERALD GROUP PUBLISHING LIMITED, 60/62 TOLLER LANE, BRADFORD, ENGLAND, W YORKSHIRE, BD8 9BY


88. OPEN SYSTEMS & INFORMATION DYNAMICS

Quarterly

ISSN: 1230-1612

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


89. OPTIMIZATION METHODS & SOFTWARE

Quarterly

ISSN: 1055-6788

TAYLOR & FRANCIS LTD, 4 PARK SQUARE, MILTON PARK, ABINGDON, ENGLAND, OXON, OX14 4RN


90. PROGRAM-ELECTRONIC LIBRARY AND INFORMATION SYSTEMS

Quarterly

ISSN: 0033-0337

EMERALD GROUP PUBLISHING LIMITED, 60/62 TOLLER LANE, BRADFORD, ENGLAND, W YORKSHIRE, BD8 9BY


91. PROGRAMMING AND COMPUTER SOFTWARE

Bimonthly

ISSN: 0361-7688

MAIK NAUKA/INTERPERIODICA/SPRINGER, 233 SPRING ST, NEW YORK, USA, NY, 10013-1578


92. REQUIREMENTS ENGINEERING

Quarterly

ISSN: 0947-3602

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


93. SCIENCE OF COMPUTER PROGRAMMING

Monthly

ISSN: 0167-6423

ELSEVIER SCIENCE BV, PO BOX 211, AMSTERDAM, NETHERLANDS, 1000 AE


94. SOFTWARE QUALITY JOURNAL

Quarterly

ISSN: 0963-9314

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ


95. SOFTWARE-PRACTICE & EXPERIENCE

Monthly

ISSN: 0038-0644

JOHN WILEY & SONS LTD, THE ATRIUM, SOUTHERN GATE, CHICHESTER, ENGLAND, W SUSSEX, PO19 8SQ


96. SIGMOD RECORD

Quarterly

ISSN: 0163-5808

ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, USA, NY, 10036


97. VLDB JOURNAL

Quarterly

ISSN: 1066-8888

SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013


98. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Quarterly

ISSN: 1386-145X

SPRINGER, VAN GODEWIJCKSTRAAT 30, DORDRECHT, NETHERLANDS, 3311 GZ

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Posted by Bart
CS 전공/책, 자료들2007. 11. 12. 17:37

새로 쓴, 대용량 데이터베이스 솔루션 Vol. 1

사용자 삽입 이미지

데이터베이스 컨설팅계의 유명한 이화식 씨께서 이전의 책을 새로 교정하여 내놓은 책입니다.
교재에서는 얻을 수 없는 저자의 경험을 통해 얻어진 많은 내용들이 있더군요.
실제 필드에서 DB를 다루시는 분들이라면 꼭 보시라고 추천하고 싶습니다.
아래의 글을 덧붙여서...
 
"In Theory there is no difference between theory and practice. In practice there is."
Jan L.A van de Snepscheut
Sep. 12, 1953 -Feb. 23, 1994

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Posted by Bart
CS 전공2007. 11. 9. 17:39

Readings in Database Systems 4rd e/d

이 책은 DB 분야 발전상의 주요 논문들을 이 분야 유명 학자들(그래봤자 Stonebraker 이름밖에 안보였지만...유명하면 pick한것도 사람들이 돈주고 사서 본다... 열라 부럽구나...) 이 선별하여 정리하였다. 

구입했으니 읽어야 할 텐데... 난 이런 거 차근차근히 보면서 원리 알아보고, 개념적으로 정리하는거 좋아한다. 기록자적인 특징이 있는지도...

아무튼 대학원 강의 교재로 좋을 듯..

Readings in Database Systems
http://redbook.cs.berkeley.edu/

강의 노트
http://redbook.cs.berkeley.edu/lecs.html

Supplemental Material http://redbook.cs.berkeley.edu/redbook3/supplemental.htm

Posted by Bart

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