The space complexity of approximating the frequency moments
STOC '96 Proceedings of the twenty-eighth annual ACM symposium on Theory of computing
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
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
Hancock: a language for extracting signatures from data streams
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Estimating simple functions on the union of data streams
Proceedings of the thirteenth annual ACM symposium on Parallel algorithms and architectures
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
New directions in traffic measurement and accounting
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
Models and issues in data stream systems
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
Maintaining stream statistics over sliding windows: (extended abstract)
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
Continuously adaptive continuous queries over streams
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
Wavelet synopses with error guarantees
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Gigascope: high performance network monitoring with an SQL interface
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Querying and mining data streams: you only get one look a tutorial
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Distributed streams algorithms for sliding windows
Proceedings of the fourteenth annual ACM symposium on Parallel algorithms and architectures
Continual Queries for Internet Scale Event-Driven Information Delivery
IEEE Transactions on Knowledge and Data Engineering
Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries
Proceedings of the 27th International Conference on Very Large Data Bases
Finding Frequent Items in Data Streams
ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming
Histogramming Data Streams with Fast Per-Item Processing
ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming
Frequency Estimation of Internet Packet Streams with Limited Space
ESA '02 Proceedings of the 10th Annual European Symposium on Algorithms
Maintaining variance and k-medians over data stream windows
Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Better streaming algorithms for clustering problems
Proceedings of the thirty-fifth annual ACM symposium on Theory of computing
An Approximate L1-Difference Algorithm for Massive Data Streams
FOCS '99 Proceedings of the 40th Annual Symposium on Foundations of Computer Science
FOCS '00 Proceedings of the 41st Annual Symposium on Foundations of Computer Science
Supporting Aggregate Queries Over Ad-Hoc Wireless Sensor Networks
WMCSA '02 Proceedings of the Fourth IEEE Workshop on Mobile Computing Systems and Applications
TAG: a Tiny AGgregation service for ad-hoc sensor networks
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
Online Data Mining for Co-Evolving Time Sequences
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
Chain: operator scheduling for memory minimization in data stream systems
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
The design of an acquisitional query processor for sensor networks
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
Fjording the Stream: An Architecture for Queries Over Streaming Sensor Data
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Tribeca: a system for managing large databases of network traffic
ATEC '98 Proceedings of the annual conference on USENIX Annual Technical Conference
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
Approximate frequency counts over data streams
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
Reverse nearest neighbor aggregates over data streams
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Identifying frequent items in sliding windows over on-line packet streams
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Characterizing memory requirements for queries over continuous data streams
ACM Transactions on Database Systems (TODS)
Cost-efficient mining techniques for data streams
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Stream Query Processing for Healthcare Bio-sensor Applications
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Adaptive stream resource management using Kalman Filters
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
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
Use of large databases for group projects at the nexus of teaching and research
Proceedings of the 9th annual SIGCSE conference on Innovation and technology in computer science education
Exploiting k-constraints to reduce memory overhead in continuous queries over data streams
ACM Transactions on Database Systems (TODS)
Resource allocation in a middleware for streaming data
MGC '04 Proceedings of the 2nd workshop on Middleware for grid computing
Operator scheduling in data stream systems
The VLDB Journal — The International Journal on Very Large Data Bases
On Change Diagnosis in Evolving Data Streams
IEEE Transactions on Knowledge and Data Engineering
Distributed XML Stream Filtering System with High Scalability
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
Duplicate detection in click streams
WWW '05 Proceedings of the 14th international conference on World Wide Web
Subsequence matching on structured time series data
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
A native extension of SQL for mining data streams
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Incremental rule learning based on example nearness from numerical data streams
Proceedings of the 2005 ACM symposium on Applied computing
Efficient evaluation of XQuery over streaming data
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Content-based routing: different plans for different data
VLDB '05 Proceedings of the 31st international conference on Very large data bases
ACM SIGMOD Record
An approach for pipelining nested collections in scientific workflows
ACM SIGMOD Record
MedSMan: a streaming data management system over live multimedia
Proceedings of the 13th annual ACM international conference on Multimedia
Une architecture hybride pour i'interrogation et i'administration des capteurs
UbiMob '05 Proceedings of the 2nd French-speaking conference on Mobility and ubiquity computing
Data streams classification by incremental rule learning with parameterized generalization
Proceedings of the 2006 ACM symposium on Applied computing
Continuous query processing in data streams using duality of data and queries
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
The CQL continuous query language: semantic foundations and query execution
The VLDB Journal — The International Journal on Very Large Data Bases
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
Online clustering of parallel data streams
Data & Knowledge Engineering
A live multimedia stream querying system
Proceedings of the 2nd international workshop on Computer vision meets databases
State-slice: new paradigm of multi-query optimization of window-based stream queries
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Window-aware load shedding for aggregation queries over data streams
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
An integrated efficient solution for computing frequent and top-k elements in data streams
ACM Transactions on Database Systems (TODS)
Virtual observers in a mobile surveillance system
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Window join approximation over data streams with importance semantics
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A data stream language and system designed for power and extensibility
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Supporting dynamic migration in tightly coupled grid applications
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Incremental Evaluation of Sliding-Window Queries over Data Streams
IEEE Transactions on Knowledge and Data Engineering
Mining evolving data streams for frequent patterns
Pattern Recognition
Can exclusive clustering on streaming data be achieved?
ACM SIGKDD Explorations Newsletter
Framework for bringing data streams to the grid
Scientific Programming - AxGrids 2004
Balancing energy consumption and memory usage in sensor data processing
Proceedings of the 2007 ACM symposium on Applied computing
Warping the time on data streams
Data & Knowledge Engineering
Keyword search on relational data streams
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Condensative stream query language for data streams
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
Density-based clustering for real-time stream data
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Toward adaptive query processing in wireless sensor networks
Signal Processing
Extensions of vector quantization for incremental clustering
Pattern Recognition
MRST: an efficient monitoring technology of summarization on stream data
Journal of Computer Science and Technology
Processing sliding window multi-joins in continuous queries over data streams
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Transactional issues in sensor data management
DMSN '06 Proceedings of the 3rd workshop on Data management for sensor networks: in conjunction with VLDB 2006
Memory-limited execution of windowed stream joins
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Remembrance of streams past: overload-sensitive management of archived streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Query languages and data models for database sequences and data streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Temporal constraints for rule-based event processing
Proceedings of the ACM first Ph.D. workshop in CIKM
Window query processing for joining data streams with relations
CASCON '07 Proceedings of the 2007 conference of the center for advanced studies on Collaborative research
Detecting distance-based outliers in streams of data
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Extending XQuery with window functions
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
CADS: continuous authentication on data streams
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Immune-inspired incremental feature selection technology to data streams
Applied Soft Computing
An adaptive in-network aggregation operator for query processing in wireless sensor networks
Journal of Systems and Software
Incremental maintenance of generalized association rules under taxonomy evolution
Journal of Information Science
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
Efficient instance-based learning on data streams
Intelligent Data Analysis
MedSMan: a live multimedia stream querying system
Multimedia Tools and Applications
Interactive mining of frequent itemsets over arbitrary time intervals in a data stream
ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75
Minimizing latency and memory in DSMS: a unified approach to quasi-optimal scheduling
SSPS '08 Proceedings of the 2nd international workshop on Scalable stream processing system
Hybrid query processing through services composition
Ph.D. '08 Proceedings of the 2008 EDBT Ph.D. workshop
A survey on algorithms for mining frequent itemsets over data streams
Knowledge and Information Systems
A Semantics for a Query Language over Sensors, Streams and Relations
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
Categorized Sliding Window in Streaming Data Management Systems
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
L-DSMS --- A Local Data Stream Management System
ECSA '08 Proceedings of the 2nd European conference on Software Architecture
Incremental view-based analysis of stock market data streams
IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications
DSM-FI: an efficient algorithm for mining frequent itemsets in data streams
Knowledge and Information Systems
Mining top-k Hot Melody Structures over online music query streams
Pattern Recognition Letters
To happen or not to happen: towards an open distributed complex event processing system
Proceedings of the 5th Middleware doctoral symposium
A dynamic OSGi-based data stream system
Proceedings of the 5th Middleware doctoral symposium
Mining frequent itemsets over data streams using efficient window sliding techniques
Expert Systems with Applications: An International Journal
Incremental updates of closed frequent itemsets over continuous data streams
Expert Systems with Applications: An International Journal
A sliding window method for finding top-k path traversal patterns over streaming Web click-sequences
Expert Systems with Applications: An International Journal
Multiple continuous queries evaluation over data streams
ACS'08 Proceedings of the 8th conference on Applied computer scince
The grid: Analysis of basic principles and ways of application
Programming and Computing Software
Making filters smart in distributed data stream environments
Information Sciences: an International Journal
Efficient query processing on graph databases
ACM Transactions on Database Systems (TODS)
Semantics and implementation of continuous sliding window queries over data streams
ACM Transactions on Database Systems (TODS)
Rate-Sensitive Load Shedding in Data Stream Systems
IEICE - Transactions on Information and Systems
Real-time GPS via Jamdroid server enhanced by TelegraphCQ & augmented by RFID tag
Proceedings of the International Conference on Advances in Computing, Communication and Control
A Reprocessing Model Based on Continuous Queries for Writing Data to RFID Tag Memory
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Load Shedding for Shared Window Join over Real-Time Data Streams
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Interactive mining of top-K frequent closed itemsets from data streams
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Stream data clustering based on grid density and attraction
ACM Transactions on Knowledge Discovery from Data (TKDD)
Measuring evolving data streams' behavior through their intrinsic dimension
New Generation Computing
Counting Flows over Sliding Windows in High Speed Networks
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Keyword search over relational tables and streams
ACM Transactions on Database Systems (TODS)
PEJA: progressive energy-efficient join processing for sensor networks
Journal of Computer Science and Technology
Improved approximate detection of duplicates for data streams over sliding windows
Journal of Computer Science and Technology
Language support for processing distributed ad hoc data
PPDP '09 Proceedings of the 11th ACM SIGPLAN conference on Principles and practice of declarative programming
Dynamically Maintaining Duplicate-Insensitive and Time-Decayed Sum Using Time-Decaying Bloom Filter
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
Detecting Moving Objects in Noisy Radar Data Using a Relational Database
ADBIS '09 Proceedings of the 13th East European Conference on Advances in Databases and Information Systems
A Vision for Next Generation Query Processors and an Associated Research Agenda
Globe '09 Proceedings of the 2nd International Conference on Data Management in Grid and Peer-to-Peer Systems
Significance-Based Failure and Interference Detection in Data Streams
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
NexusDS: a flexible and extensible middleware for distributed stream processing
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Supporting ranking pattern-based aggregate queries in sequence data cubes
Proceedings of the 18th ACM conference on Information and knowledge management
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
Research issues in data provenance for streaming environments
Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS
Supporting views in data stream management systems
ACM Transactions on Database Systems (TODS)
Improving real-time GPS by incorporating telegraphCQ in Jamdroid architecture
ISWPC'09 Proceedings of the 4th international conference on Wireless pervasive computing
Stream Reasoning: A Survey and Further Research Directions
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Distance-based outlier queries in data streams: the novel task and algorithms
Data Mining and Knowledge Discovery
Proceedings of the international conference on Multimedia information retrieval
Discovering correlated items in data streams
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Adaptive scheduling strategy for data stream management system
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
An efficient algorithm for instance-based learning on data streams
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Online mining of temporal maximal utility itemsets from data streams
Proceedings of the 2010 ACM Symposium on Applied Computing
Spatiotemporal sampling for trajectory streams
Proceedings of the 2010 ACM Symposium on Applied Computing
A continuous spatial query processing for push-based geographic web search systems
W2GIS'07 Proceedings of the 7th international conference on Web and wireless geographical information systems
MaD-WiSe: a distributed stream management system for wireless sensor networks
Software—Practice & Experience
Specifying access control policies on data streams
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Supporting top-k aggregate queries over unequal synopsis on internet traffic streams
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
RedTrees: A relational decision tree algorithm in streams
Expert Systems with Applications: An International Journal
A framework to enforce access control over data streams
ACM Transactions on Information and System Security (TISSEC)
Burst detection from multiple data streams: a network-based approach
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Research issues in mining multiple data streams
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques
Tool support for the design and management of context models
Information Systems
Usability analysis of compression algorithms for position data streams
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Parallel processing of continuous queries over data streams
Distributed and Parallel Databases
Efficient evaluation of generalized tree-pattern queries on XML streams
The VLDB Journal — The International Journal on Very Large Data Bases
AIMS: an SQL-based system for airspace monitoring
Proceedings of the ACM SIGSPATIAL International Workshop on GeoStreaming
A review on time series data mining
Engineering Applications of Artificial Intelligence
SNEE: a query processor for wireless sensor networks
Distributed and Parallel Databases
The case for object databases in cloud data management
ICOODB'10 Proceedings of the Third international conference on Objects and databases
TIDES--a new descriptor for time series oscillation behavior
Geoinformatica
Visual exploration of stream pattern changes using a data-driven framework
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Enabling ontology-based access to streaming data sources
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
Supporting real-time supply chain decisions based on RFID data streams
Journal of Systems and Software
Interactive definition of single-user profiles for alerting systems
Proceedings of the 22nd Conference of the Computer-Human Interaction Special Interest Group of Australia on Computer-Human Interaction
The logic of query languages for data streams
Proceedings of the 4th International Workshop on Logic in Databases
Relational languages and data models for continuous queries on sequences and data streams
ACM Transactions on Database Systems (TODS)
Moving objects management system supporting location data stream
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
RoSeS: a continuous content-based query engine for RSS feeds
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
Fast graph query processing with a low-cost index
The VLDB Journal — The International Journal on Very Large Data Bases
Parallel detection of temporal events from streaming data
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Online wavelet-based density estimation for non-stationary streaming data
Computational Statistics & Data Analysis
Scalable analysis of attack scenarios
ESORICS'11 Proceedings of the 16th European conference on Research in computer security
Intelligent management message routing in ubiquitous sensor networks
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
Predictive resource management of multiple monitoring applications
IEEE/ACM Transactions on Networking (TON)
Efficient computation of queries on feature streams
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
MHUI-max: An efficient algorithm for discovering high-utility itemsets from data streams
Journal of Information Science
A native and adaptive approach for unified processing of linked streams and linked data
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
I/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system
Proceedings of the 20th ACM international conference on Information and knowledge management
Adaptive optimization for multiple continuous queries
Data & Knowledge Engineering
Real-time route planning with stream processing systems: a case study for the city of Lucerne
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoStreaming
Intelligent ubiquitous sensor network for agricultural and livestock farms
ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part II
INSIGHT: interoperability and service management for the digital home
Proceedings of the Middleware 2011 Industry Track Workshop
On detection of changes in sensor data streams
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
DAPSS: exact subsequence matching for data streams
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
An adaptive nearest neighbor classification algorithm for data streams
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Filtering duplicate items over distributed data streams
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Collection-Oriented scientific workflows for integrating and analyzing biological data
DILS'06 Proceedings of the Third international conference on Data Integration in the Life Sciences
Measuring performance in the retail industry (position paper)
BPM'06 Proceedings of the 2006 international conference on Business Process Management Workshops
Statistical supports for frequent itemsets on data streams
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Efficient trade-off between speed processing and accuracy in summarizing data streams
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Querying sliding windows over online data streams
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Review: Real-time data management on wireless sensor networks: A survey
Journal of Network and Computer Applications
Using temporal semantics for live media stream queries
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
Dynamic plan migration for snapshot-equivalent continuous queries in data stream systems
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
A data and query model for streaming geospatial image data
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
Event correlation and pattern detection in CEDR
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
Repository and search based on distance learning standards
ICHL'09 Proceedings of the Second international conference on Hybrid Learning and Education
Mining databases and data streams with query languages and rules
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
Processing flows of information: From data stream to complex event processing
ACM Computing Surveys (CSUR)
A sliding window-based false-negative approach for ubiquitous data stream analysis
International Journal of Communication Systems
On pre-processing algorithms for data stream
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
An embedded co-processor for accelerating window joins over uncertain data streams
Microprocessors & Microsystems
Expert Systems with Applications: An International Journal
A stream query language TPQL for anomaly detection in facility management
Proceedings of the 16th International Database Engineering & Applications Sysmposium
Middleware integration for ubiquitous sensor networks in agriculture
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
ACM Computing Surveys (CSUR)
Evolving fuzzy pattern trees for binary classification on data streams
Information Sciences: an International Journal
Logical foundations of continuous query languages for data streams
Datalog 2.0'12 Proceedings of the Second international conference on Datalog in Academia and Industry
Real-time spatial interpolation of continuous phenomena using mobile sensor data streams
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
FENCE: continuous access control enforcement in dynamic data stream environments
Proceedings of the third ACM conference on Data and application security and privacy
An efficient B+-tree design for main-memory database systems with strong access locality
Information Sciences: an International Journal
Efficient ESL-Event-to-SQL translation
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A survey on XML streaming evaluation techniques
The VLDB Journal — The International Journal on Very Large Data Bases
Overcoming memory limitations in high-throughput event-based applications
Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
Clustering cubes with binary dimensions in one pass
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
Efficient tracking of moving objects using a relational database
Information Systems
Interval clustering algorithm for fast event detection in stream monitoring applications
Pattern Recognition Letters
BodyCloud: A SaaS approach for community Body Sensor Networks
Future Generation Computer Systems
Research issues in outlier detection for data streams
ACM SIGKDD Explorations Newsletter
| Hi-index | 0.01 |
Traditional databases store sets of relatively static records with no pre-defined notion of time, unless timestamp attributes are explicitly added. While this model adequately represents commercial catalogues or repositories of personal information, many current and emerging applications require support for on-line analysis of rapidly changing data streams. Limitations of traditional DBMSs in supporting streaming applications have been recognized, prompting research to augment existing technologies and build new systems to manage streaming data. The purpose of this paper is to review recent work in data stream management systems, with an emphasis on application requirements, data models, continuous query languages, and query evaluation.