Advanced Database Systems and Queries
Managing data that arrives continuously—from sensor networks, financial feeds, or web activity—demands fundamentally different approaches than querying a static database sitting on disk. Researchers in this area develop systems that can answer standing queries over live streams, compress or approximate results when exact answers are too costly to compute in real time, and organize data in column-oriented layouts that accelerate analytical workloads. Open questions include how to guarantee strong correctness bounds while processing streams at modern network speeds, and how to unify the query semantics of structured relational data with semi-structured formats like XML as these sources increasingly appear together in production pipelines.
- Works
- 108,525
- Total citations
- 1,136,876
- Keywords
- Data Stream ManagementContinuous QueriesXMLRelational Database SystemsQuery OptimizationStream Processing
Top papers in Advanced Database Systems and Queries
Ordered by total citation count.
- Data mining: concepts and techniques↗ 28,872
- Design Patterns: Elements of Reusable Object-Oriented Software↗ 21,917
- Hierarchical Linear Models: Applications and Data Analysis Methods.↗ 18,859
- The WEKA data mining software↗ 17,825
- A Formal Basis for the Heuristic Determination of Minimum Cost Paths↗ 12,110
- Modern Information Retrieval↗ 11,571
- Toward principles for the design of ontologies used for knowledge sharing?↗ 7,633
- SMILES, a chemical language and information system. 1. Introduction to methodology and encoding rules↗ 7,483
- R-trees↗ 6,572
- Mining frequent patterns without candidate generation↗ 6,337
- The Entity Relationship Model — Toward a Unified View of Data↗ 5,778
- A relational model of data for large shared data banks↗ 5,222OA
Active researchers
Top authors in this area, ranked by h-index.