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  1. Journal of Computer Science and Technology
  2. Journal of Computer Science and Technology : Volume 29
  3. Journal of Computer Science and Technology : Volume 29, Issue 5, September 2014
  4. Querying Big Data: Bridging Theory and Practice
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Journal of Computer Science and Technology : Volume 32
Journal of Computer Science and Technology : Volume 31
Journal of Computer Science and Technology : Volume 30
Journal of Computer Science and Technology : Volume 29
Journal of Computer Science and Technology : Volume 29, Issue 6, November 2014
Journal of Computer Science and Technology : Volume 29, Issue 5, September 2014
Preface
Pattern Matching with Flexible Wildcards
Grading the Severity of Mispronunciations in CAPT Based on Statistical Analysis and Computational Speech Perception
Protect You More Than Blank: Anti-Learning Sensitive User Information in the Social Networks
Seeing Human Weight from a Single RGB-D Image
Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues
Crowd Simulation and Its Applications: Recent Advances
Designing Motion Gesture Interfaces in Mobile Phones for Blind People
Assisting Visually Impaired People to Acquire Targets on a Large Wall-Mounted Display
Encoding Spatial Context for Large-Scale Partial-Duplicate Web Image Retrieval
Querying Big Data: Bridging Theory and Practice
On Unknown Small Subsets and Implicit Measures: New Techniques for Parameterized Algorithms
On Some Proximity Problems of Colored Sets
Assessing Diagnosis Approaches for Wireless Sensor Networks: Concepts and Analysis
Maximizing Networking Capacity in Multi-Channel Multi-Radio Wireless Networks
Allocating Bandwidth in Datacenter Networks: A Survey
Trusted Integrated Circuits: The Problem and Challenges
Journal of Computer Science and Technology : Volume 29, Issue 4, July 2014
Journal of Computer Science and Technology : Volume 29, Issue 3, May 2014
Journal of Computer Science and Technology : Volume 29, Issue 2, March 2014
Journal of Computer Science and Technology : Volume 29, Issue 1, January 2014
Journal of Computer Science and Technology : Volume 28
Journal of Computer Science and Technology : Volume 27
Journal of Computer Science and Technology : Volume 26
Journal of Computer Science and Technology : Volume 25
Journal of Computer Science and Technology : Volume 24
Journal of Computer Science and Technology : Volume 23
Journal of Computer Science and Technology : Volume 22
Journal of Computer Science and Technology : Volume 21
Journal of Computer Science and Technology : Volume 20
Journal of Computer Science and Technology : Volume 19
Journal of Computer Science and Technology : Volume 18
Journal of Computer Science and Technology : Volume 17
Journal of Computer Science and Technology : Volume 16
Journal of Computer Science and Technology : Volume 15
Journal of Computer Science and Technology : Volume 14
Journal of Computer Science and Technology : Volume 13
Journal of Computer Science and Technology : Volume 12

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Querying Big Data: Bridging Theory and Practice

Content Provider Springer Nature Link
Author Fan, Wenfei Huai, Jin Peng
Copyright Year 2014
Abstract Big data introduces challenges to query answering, from theory to practice. A number of questions arise. What queries are "tractable" on big data? How can we make big data "small" so that it is feasible to find exact query answers? When exact answers are beyond reach in practice, what approximation theory can help us strike a balance between the quality of approximate query answers and the costs of computing such answers? To get sensible query answers in big data, what else do we necessarily do in addition to coping with the size of the data? This position paper aims to provide an overview of recent advances in the study of querying big data. We propose approaches to tackling these challenging issues, and identify open problems for future research.
Starting Page 849
Ending Page 869
Page Count 21
File Format PDF
ISSN 10009000
Journal Journal of Computer Science and Technology
Volume Number 29
Issue Number 5
e-ISSN 18604749
Language English
Publisher Springer US
Publisher Date 2014-09-12
Publisher Place Boston
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword big data query answering tractability approximation data quality Computer Science Software Engineering Theory of Computation Data Structures, Cryptology and Information Theory Artificial Intelligence (incl. Robotics) Information Systems Applications (incl. Internet)
Content Type Text
Resource Type Article
Subject Theoretical Computer Science Computational Theory and Mathematics Computer Science Applications Software Hardware and Architecture
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