Random sampling with a reservoir
ACM Transactions on Mathematical Software (TOMS)
ACM Transactions on Database Systems (TODS)
Updating derived relations: detecting irrelevant and autonomously computable updates
ACM Transactions on Database Systems (TODS)
Encapsulation of parallelism in the Volcano query processing system
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Continuous queries over append-only databases
SIGMOD '92 Proceedings of the 1992 ACM SIGMOD international conference on Management of data
Query evaluation techniques for large databases
ACM Computing Surveys (CSUR)
Fast subsequence matching in time-series databases
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
An overview of real-time database systems
Advances in real-time systems
View maintenance issues for the chronicle data model (extended abstract)
PODS '95 Proceedings of the fourteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
The space complexity of approximating the frequency moments
STOC '96 Proceedings of the twenty-eighth annual ACM symposium on Theory of computing
Computer networks (3rd ed.)
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
A first course in database systems
A first course in database systems
Online association rule mining
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Approximate computation of multidimensional aggregates of sparse data using wavelets
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Join synopses for approximate query answering
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Ripple joins for online aggregation
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
An adaptive query execution system for data integration
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
In-memory data management for consumer transactions the timesten approach
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Synopsis data structures for massive data sets
External memory algorithms
Eddies: continuously adaptive query processing
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
NiagaraCQ: a scalable continuous query system for Internet databases
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Congressional samples for approximate answering of group-by queries
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Hancock: a language for extracting signatures from data streams
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining high-speed data streams
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Trajectory sampling for direct traffic observation
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
On computing correlated aggregates over continual data streams
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Space-efficient online computation of quantile summaries
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
SPARTAN: a model-based semantic compression system for massive data tables
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Monitoring XML data on the Web
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Making views self-maintainable for data warehousing
DIS '96 Proceedings of the fourth international conference on on Parallel and distributed information systems
Dataflow query execution in a parallel main-memory environment
PDIS '91 Proceedings of the first international conference on Parallel and distributed information systems
Mining time-changing data streams
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Active Database Systems: Triggers and Rules for Advanced Database Processing
Active Database Systems: Triggers and Rules for Advanced Database Processing
Common expression analysis in database applications
SIGMOD '82 Proceedings of the 1982 ACM SIGMOD international conference on Management of data
Continual Queries for Internet Scale Event-Driven Information Delivery
IEEE Transactions on Knowledge and Data Engineering
Developments from a June 1996 seminar on Online algorithms: the state of the art
Developments from a June 1996 seminar on Online algorithms: the state of the art
Data Integration using Self-Maintainable Views
EDBT '96 Proceedings of the 5th International Conference on Extending Database Technology: Advances in Database Technology
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Histogram-Based Approximation of Set-Valued Query-Answers
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Efficient Filtering of XML Documents for Selective Dissemination of Information
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Approximate Query Processing Using Wavelets
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Dynamic Maintenance of Wavelet-Based Histograms
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries
Proceedings of the 27th International Conference on Very Large Data Bases
Dynamic Pipeline Scheduling for Improving Interactive Query Performance
Proceedings of the 27th International Conference on Very Large Data Bases
Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
Tribeca: A Stream Database Manager for Network Traffic Analysis
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Fast Incremental Maintenance of Approximate Histograms
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Fast Approximate Answers to Aggregate Queries on a Data Cube
SSDBM '99 Proceedings of the 11th International Conference on Scientific and Statistical Database Management
FOCS '00 Proceedings of the 41st Annual Symposium on Foundations of Computer Science
Online Data Mining for Co-Evolving Time Sequences
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
Models and issues in data stream systems
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Validating streaming XML documents
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Characterizing memory requirements for queries over continuous data streams
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Sampling from a moving window over streaming data
SODA '02 Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms
Rate-based query optimization for streaming information sources
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Processing complex aggregate queries over data streams
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Continually evaluating similarity-based pattern queries on a streaming time series
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Dynamic multidimensional histograms
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Chromium: a stream-processing framework for interactive rendering on clusters
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Information Monitoring on the Web: A Scalable Solution
World Wide Web
F4: large-scale automated forecasting using fractals
Proceedings of the eleventh international conference on Information and knowledge management
Efficient evaluation of multiple queries on streaming XML data
Proceedings of the eleventh international conference on Information and knowledge management
Query processing of streamed XML data
Proceedings of the eleventh international conference on Information and knowledge management
Evaluating continuous nearest neighbor queries for streaming time series via pre-fetching
Proceedings of the eleventh international conference on Information and knowledge management
A Support Infrastructure for the Smart Kindergarten
IEEE Pervasive Computing
Complex Temporal Patterns Detection over Continuous Data Streams
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
QoS-Driven Load Shedding on Data Streams
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
Pattern Matching over Multi-attribute Data Streams
SPIRE 2002 Proceedings of the 9th International Symposium on String Processing and Information Retrieval
Processing of Continuous Queries over Unlimited Data Streams
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
LeedsCQ: A Scalable Continual Queries System
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Dynamic Querying of Streaming Data with the dQUOB System
IEEE Transactions on Parallel and Distributed Systems
B-EM: a classifier incorporating bootstrap with EM approach for data mining
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Comparing Data Streams Using Hamming Norms (How to Zero In)
IEEE Transactions on Knowledge and Data Engineering
One-Pass Wavelet Decompositions of Data Streams
IEEE Transactions on Knowledge and Data Engineering
Exploiting Punctuation Semantics in Continuous Data Streams
IEEE Transactions on Knowledge and Data Engineering
Approximate join processing over data streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Adaptive filters for continuous queries over distributed data streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
A learning-based approach to estimate statistics of operators in continuous queries: a case study
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Aurora: a new model and architecture for data stream management
The VLDB Journal — The International Journal on Very Large Data Bases
PSoup: a system for streaming queries over streaming data
The VLDB Journal — The International Journal on Very Large Data Bases
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Towards scalable location-aware services: requirements and research issues
GIS '03 Proceedings of the 11th ACM international symposium on Advances in geographic information systems
Mining concept-drifting data streams using ensemble classifiers
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Queueing analysis of relational operators for continuous data streams
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Efficient matching for state-persistent publish/subscribe systems
CASCON '03 Proceedings of the 2003 conference of the Centre for Advanced Studies on Collaborative research
Dependency detection in MobiMine: a systems perspective
Information Sciences—Informatics and Computer Science: An International Journal - special issue: Knowledge discovery from distributed information sources
Detection of complex temporal patterns over data streams
Information Systems - Special issue: ADBIS 2002: Advances in databases and information systems
Online event-driven subsequence matching over financial data streams
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Data stream management for historical XML data
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Optimizing the lazy DFA approach for XML stream processing
ADC '04 Proceedings of the 15th Australasian database conference - Volume 27
Systematic data selection to mine concept-drifting data streams
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Accuracy vs. lifetime: linear sketches for approximate aggregate range queries in sensor networks
Proceedings of the 2004 joint workshop on Foundations of mobile computing
ARIA: an adaptive and programmable media-flow architecture for interactive arts
Proceedings of the 12th annual ACM international conference on Multimedia
Scoping in wireless sensor networks: a position paper
MPAC '04 Proceedings of the 2nd workshop on Middleware for pervasive and ad-hoc computing
Mobile services discovery and selection in the publish/subscribe paradigm
CASCON '04 Proceedings of the 2004 conference of the Centre for Advanced Studies on Collaborative research
Highly personalized information delivery to mobile clients
Wireless Networks - Special issue: Pervasive computing and communications
Semantic Approximation of Data Stream Joins
IEEE Transactions on Knowledge and Data Engineering
Bounded similarity querying for time-series data
Information and Computation - Special issue: Commemorating the 50th birthday anniversary of Paris C. Kanellakis
Predictive filtering: a learning-based approach to data stream filtering
DMSN '04 Proceeedings of the 1st international workshop on Data management for sensor networks: in conjunction with VLDB 2004
Decision support queries on a tape-resident data warehouse
Information Systems
Optimizing ETL Processes in Data Warehouses
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Flexible time management in data stream systems
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
A generic framework for monitoring continuous spatial queries over moving objects
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Subsequence matching on structured time series data
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
ETL queues for active data warehousing
Proceedings of the 2nd international workshop on Information quality in information systems
Using retrieval measures to assess similarity in mining dynamic web clickstreams
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Conceptual modelling of computations on data streams
APCCM '05 Proceedings of the 2nd Asia-Pacific conference on Conceptual modelling - Volume 43
Efficient evaluation of XQuery over streaming data
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Continuous Similarity-Based Queries on Streaming Time Series
IEEE Transactions on Knowledge and Data Engineering
State-Space Optimization of ETL Workflows
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams
Distributed and Parallel Databases
Retroactive answering of search queries
Proceedings of the 15th international conference on World Wide Web
A geometric approach to monitoring threshold functions over distributed data streams
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
DSM-PLW: single-pass mining of path traversal patterns over streaming web click-sequences
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
Incorporating large unlabeled data to enhance EM classification
Journal of Intelligent Information Systems
On biased reservoir sampling in the presence of stream evolution
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
GAGPC: optimization of multiple continuous queries on data
DBA'06 Proceedings of the 24th IASTED international conference on Database and applications
Regression Cubes with Lossless Compression and Aggregation
IEEE Transactions on Knowledge and Data Engineering
Using grouping variables to express complex decision support queries
Data & Knowledge Engineering
Automaton meets algebra: a hybrid paradigm for XML stream processing
Data & Knowledge Engineering - Special issue: ER 2003
Optimization of media processing workflows with adaptive operator behaviors
Multimedia Tools and Applications
Framework for bringing data streams to the grid
Scientific Programming - AxGrids 2004
Answering bounded continuous search queries in the world wide web
Proceedings of the 16th international conference on World Wide Web
Warping the time on data streams
Data & Knowledge Engineering
Effective variation management for pseudo periodical streams
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
High frequency distributed data stream event correlation to improve neonatal clinical management
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
Optimizing XPath queries on streaming XML data
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
Adaptive similarity search in streaming time series with sliding windows
Data & Knowledge Engineering
Toward adaptive query processing in wireless sensor networks
Signal Processing
Answering ad hoc aggregate queries from data streams using prefix aggregate trees
Knowledge and Information Systems
Streaming queries over streaming data
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Monitoring streams: a new class of data management applications
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Multi-dimensional regression analysis of time-series data streams
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Comparing data streams using Hamming norms (how to zero in)
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
StatStream: statistical monitoring of thousands of data streams in real time
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
A geometric approach to monitoring threshold functions over distributed data streams
ACM Transactions on Database Systems (TODS)
Operator scheduling in a data stream manager
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
StreamMiner: a classifier ensemble-based engine to mine concept-drifting data streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Continuous subspace clustering in streaming time series
Information Systems
Foundations and Trends in Databases
An adaptive in-network aggregation operator for query processing in wireless sensor networks
Journal of Systems and Software
New trends in information integration
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Information Sciences: an International Journal
A stratified approach to progressive approximate joins
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Query processing of multi-way stream window joins
The VLDB Journal — The International Journal on Very Large Data Bases
ZELESSA: an enabler for real-time sensing, analysing and acting on continuous event streams
International Journal of Business Intelligence and Data Mining
Data-stream-based global event monitoring using pairwise interactions
Journal of Parallel and Distributed Computing
Dynamic adaptive data structures for monitoring data streams
Data & Knowledge Engineering
Events and streams: harnessing and unleashing their synergy!
Proceedings of the second international conference on Distributed event-based systems
WebLogic event server: a lightweight, modular application server for event processing
Proceedings of the second international conference on Distributed event-based systems
SOLE: scalable on-line execution of continuous queries on spatio-temporal data streams
The VLDB Journal — The International Journal on Very Large Data Bases
Data management: issues and solutions for workflow efficiency
Proceedings of the 2008 Spring simulation multiconference
Event-Based Compression and Mining of Data Streams
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Experimenting the Query Performance of a Grid-Based Sensor Network Data Warehouse
Globe '08 Proceedings of the 1st international conference on Data Management in Grid and Peer-to-Peer Systems
Real-time data warehouse loading methodology
IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications
Incremental view-based analysis of stock market data streams
IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications
Mining frequent itemsets over data streams using efficient window sliding techniques
Expert Systems with Applications: An International Journal
ODMCA: An adaptive data mining control algorithm in multicarrier networks
Computer Communications
Resource Allocation in Streaming Environments
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Exploiting the power of relational databases for efficient stream processing
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Characterizing network traffic by means of the NetMine framework
Computer Networks: The International Journal of Computer and Telecommunications Networking
Performance Analysis of the ARIA Adaptive Media Processing Workflows using Colored Petri Nets
Electronic Notes in Theoretical Computer Science (ENTCS)
A First Step Towards Stream Reasoning
Future Internet --- FIS 2008
PGG: an online pattern based approach for stream variation management
Journal of Computer Science and Technology
Continuously monitoring top-k uncertain data streams: a probabilistic threshold method
Distributed and Parallel Databases
Significance-Based Failure and Interference Detection in Data Streams
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Efficient and effective RFID data warehousing
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Optimizing data warehouse loading procedures for enabling useful-time data warehousing
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Cardinality estimation in ETL processes
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Optimization of continuous query processing for RFID sensor tag data stream
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Applying Event Stream Processing on Traffic Problem Detection
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Bounded similarity querying for time-series data
Information and Computation
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
An execution environment for C-SPARQL queries
Proceedings of the 13th International Conference on Extending Database Technology
Communication abstractions for distributed business processes
CAiSE'07 Proceedings of the 19th international conference on Advanced information systems engineering
Using a reinforced concept lattice to incrementally mine association rules from closed itemsets
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
Evaluating MAX and MIN over sliding windows with various size using the exemplary sketch
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
TinTO: a tool for the view-based analysis of streams of stock market data
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Event-based lossy compression for effective and efficient OLAP over data streams
Data & Knowledge Engineering
Teddies: trained Eddies for reactive stream processing
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Research issues in mining multiple data streams
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques
Approximating sliding windows by cyclic tree-like histograms for efficient range queries
Data & Knowledge Engineering
Parallel processing of continuous queries over data streams
Distributed and Parallel Databases
Watermarking-based intellectual property protection for sensor streaming data
International Journal of Computer Applications in Technology
Resource allocation for multiple concurrent in-network stream-processing applications
Euro-Par'09 Proceedings of the 2009 international conference on Parallel processing
Robust ensemble learning for mining noisy data streams
Decision Support Systems
Event-driven architecture for decision support in traffic management systems
Expert Systems with Applications: An International Journal
Dynamic visualization of transient data streams
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Distributed construction of data cubes from tuple stream
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
A geometric approach to monitoring threshold functions over distributed data streams
Ubiquitous knowledge discovery
A geometric approach to monitoring threshold functions over distributed data streams
Ubiquitous knowledge discovery
Efficient event stream processing: handling ambiguous events and patterns with negation
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Complex event pattern detection over streams with interval-based temporal semantics
Proceedings of the 5th ACM international conference on Distributed event-based system
Incremental diversification for very large sets: a streaming-based approach
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Distributed construction of data cubes from tuple stream
International Journal of Business Intelligence and Data Mining
Efficient processing of multiple DTW queries in time series databases
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
Managing RFID events in large-scale distributed RFID infrastructures
Information Technology and Management
Efficient computation of queries on feature streams
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Efficient algorithms for collaborative decision making for large scale settings
Proceedings of the 3rd international workshop on Collaborative information retrieval
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoStreaming
Dynamic migration of processing elements for optimized query execution in event-based systems
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part II
AMaχoS: abstract machine for Xcerpt: architecture
PPSWR'06 Proceedings of the 4th international conference on Principles and Practice of Semantic Web Reasoning
Assessing the completeness of sensor data
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
GCC'05 Proceedings of the 4th international conference on Grid and Cooperative Computing
Closed queueing network model for multi-tier data stream processing center
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Constraint-aware complex event pattern detection over streams
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
Event composition and detection in data stream management systems
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Learning the grammar of distant change in the world-wide web
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Ontology-Based user context management: the challenges of imperfection and time-dependence
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Ten theses on logic languages for the semantic web
PPSWR'05 Proceedings of the Third international conference on Principles and Practice of Semantic Web Reasoning
Estimating aggregate join queries over data streams using discrete cosine transform
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Databases: the integrative force in cyberspace
Data Management in a Connected World
Streaming data reduction using low-memory factored representations
Information Sciences: an International Journal
Reactive rules-based dependency resolution for monitoring dynamic environments
RuleML'05 Proceedings of the First international conference on Rules and Rule Markup Languages for the Semantic Web
Processing flows of information: From data stream to complex event processing
ACM Computing Surveys (CSUR)
Probabilistic Voronoi diagrams for probabilistic moving nearest neighbor queries
Data & Knowledge Engineering
Similarity search in streaming time series based on MP_C dimensionality reduction method
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Non-linear data stream compression: foundations and theoretical results
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Massively-parallel stream processing under QoS constraints with Nephele
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Adaptive two-level optimization for selection predicates of multiple continuous queries
Journal of Intelligent Information Systems
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ADBIS'12 Proceedings of the 16th East European conference on Advances in Databases and Information Systems
Applying semantic web technologies for diagnosing road traffic congestions
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
FGIT'12 Proceedings of the 4th international conference on Future Generation Information Technology
Execution and optimization of continuous queries with cyclops
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SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
STAR-CITY: semantic traffic analytics and reasoning for CITY
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Nephele streaming: stream processing under QoS constraints at scale
Cluster Computing
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Journal of Embedded Computing
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In many recent applications, data may take the form of continuous data streams, rather than finite stored data sets. Several aspects of data management need to be reconsidered in the presence of data streams, offering a new research direction for the database community. In this paper we focus primarily on the problem of query processing, specifically on how to define and evaluate continuous queries over data streams. We address semantic issues as well as efficiency concerns. Our main contributions are threefold. First, we specify a general and flexible architecture for query processing in the presence of data streams. Second, we use our basic architecture as a tool to clarify alternative semantics and processing techniques for continuous queries. The architecture also captures most previous work on continuous queries and data streams, as well as related concepts such as triggers and materialized views. Finally, we map out research topics in the area of query processing over data streams, showing where previous work is relevant and describing problems yet to be addressed.