Evolution of data management

被引:11
|
作者
Gray, J
机构
[1] Microsoft Research, San Francisco, CA 94105
关键词
D O I
10.1109/2.539719
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Society has made great strides in capturing, storing, managing, analyzing, and visualizing data. These tasks are generically called data management, and this article sketches its evolution through six distinct phases. The author describes the data management challenges that remain, both technical and societal. The technical challenges are more tractable than the societal challenges. There is little question that most data will be online-because it is both inexpensive and convenient to store it in computers. Organizing these huge data archives so that people can easily find the information they need is the real challenge. Finding patterns, trends, anomalies, and relevant information from a large database is one of the most exciting new areas of data management. The hope is that computers will be able to condense and summarize information for us so that we will be spared the drudgery of searching through irrelevant data for the nuggets we seek. The solution to this will require contributions from many disciplines.
引用
收藏
页码:38 / &
页数:10
相关论文
共 50 条
  • [21] Toward Formal Semantics for Data and Schema Evolution in Data Stream Management Systems
    Fernandez-Moctezuma, Rafael J.
    Terwilliger, James F.
    Delcambre, Lois M. L.
    Maier, David
    ADVANCES IN CONCEPTUAL MODELING - CHALLENGES PERSPECTIVES, 2009, 5833 : 85 - +
  • [22] Evolution of Data Management Systems: State of the Art and Open Issues
    Hameurlain, Abdelkader
    ADVANCES IN DATABASES AND INFORMATION SYSTEMS, ADBIS 2019, 2019, 11695 : XVII - XVIII
  • [23] A principled approach to context schema evolution in a data management perspective
    Quintarelli, Elisa
    Rabosio, Emanuele
    Tanca, Letizia
    INFORMATION SYSTEMS, 2015, 49 : 65 - 101
  • [24] Evolution of Data Creation, Management, Publication, and Curation in the Research Process
    Zilinski, Lisa D.
    Scherer, David Alan, Jr.
    Bullock, Darcy M.
    Horton, Deborah
    Matthews, Courtney Earl
    TRANSPORTATION RESEARCH RECORD, 2014, (2414) : 9 - 19
  • [25] Data management in the oligonucleotide synthesis laboratory - A case study in evolution
    Boymel, JL
    Goodman, B
    Johnson, C
    Governski, B
    RossKramer, J
    VanAusdall, D
    Jones, T
    Marshall, WS
    PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON LABORATORY AUTOMATION AND ROBOTICS 1996, 1997, : 177 - 190
  • [26] Context Schema Evolution in Context-Aware Data Management
    Quintarelli, Elisa
    Rabosio, Emanuele
    Tanca, Letizia
    CONCEPTUAL MODELING - ER 2011, 2011, 6998 : 290 - 303
  • [27] Evolution of research data management in academic libraries: A review of the literature
    Sheikh, Arslan
    Malik, Amara
    Adnan, Rubina
    INFORMATION DEVELOPMENT, 2023,
  • [28] Evolution and gaps in data mining research: Identifying the bibliometric landscape of data mining in management
    Al-Ali, Romel
    Mekimah, Sabri
    Zighed, Rahma
    Shishakly, Rima
    Almaiah, Mohammed
    Shehab, Rami
    Alkhdour, Tayseer
    Aldhyani, Theyazn H. H.
    DECISION SCIENCE LETTERS, 2025, 14 (02) : 435 - 448
  • [29] Exploiting CMS data popularity to model the evolution of data management for Run-2 and beyond
    Bonacorsi, D.
    Boccali, T.
    Giordano, D.
    Girone, M.
    Neri, M.
    Magini, N.
    Kuznetsov, V.
    Wildish, T.
    21ST INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS (CHEP2015), PARTS 1-9, 2015, 664
  • [30] Management of Data Structures Generated During Simulations of the Evolution of Multicellular Systems
    Robu, Andreea
    Crisan-Vida, Mihaela
    Robu, Nicolae
    Neagu, Adrian
    BIOINFORMATICS AND BIOMEDICAL ENGINEERING, IWBBIO 2017, PT II, 2017, 10209 : 325 - 336