[go: up one dir, main page]

Ilarri et al., 2009 - Google Patents

A query processor for prediction-based monitoring of data streams

Ilarri et al., 2009

View PDF
Document ID
16781584096895625415
Author
Ilarri S
Wolfson O
Mena E
Illarramendi A
Sistla P
Publication year
Publication venue
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology

External Links

Snippet

Networks of sensors are used in many different fields, from industrial applications to surveillance applications. A common feature of these applications is the necessity of a monitoring infrastructure that analyzes a large number of data streams and outputs values …
Continue reading at dl.acm.org (PDF) (other versions)

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386Retrieval requests
    • G06F17/30424Query processing
    • G06F17/30533Other types of queries
    • G06F17/30551Querying temporal data
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386Retrieval requests
    • G06F17/30424Query processing
    • G06F17/30477Query execution
    • G06F17/30516Data stream processing; continuous queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30345Update requests
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30312Storage and indexing structures; Management thereof
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F2201/00Indexing scheme relating to error detection, to error correction, and to monitoring
    • G06F2201/86Event-based monitoring
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/34Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F12/00Accessing, addressing or allocating within memory systems or architectures
    • G06F12/02Addressing or allocation; Relocation
    • G06F12/08Addressing or allocation; Relocation in hierarchically structured memory systems, e.g. virtual memory systems
    • G06F12/0802Addressing of a memory level in which the access to the desired data or data block requires associative addressing means, e.g. caches
    • G06F12/0806Multiuser, multiprocessor or multiprocessing cache systems

Similar Documents

Publication Publication Date Title
Le Gruenwald Estimating missing values in related sensor data streams
US9122786B2 (en) Systems and/or methods for statistical online analysis of large and potentially heterogeneous data sets
US8560511B1 (en) Fine-grain locking
US7882087B2 (en) Complex dependencies for efficient data warehouse updates
US20080275891A1 (en) Method to create a partition-by time/tuple-based window in an event processing service
Yu et al. Outlier detection over massive-scale trajectory streams
Yang et al. An optimal strategy for monitoring top-k queries in streaming windows
CN109785595A (en) A kind of vehicle abnormality track real-time identification method based on machine learning
Chen et al. Out of many we are one: Measuring item batch with clock-sketch
Peredo et al. Urban dynamic estimation using mobile phone logs and locally varying anisotropy
Zhang et al. Minimizing the communication cost for continuous skyline maintenance
Slo et al. espice: Probabilistic load shedding from input event streams in complex event processing
US20220179868A1 (en) Method to improve global query performance in an edge network
Cuttone et al. Inferring human mobility from sparse low accuracy mobile sensing data
Katsipoulakis et al. Concept-driven load shedding: Reducing size and error of voluminous and variable data streams
Wang et al. Discovering urban mobility patterns with PageRank based traffic modeling and prediction
Shi et al. RUTOD: real-time urban traffic outlier detection on streaming trajectory
Ilarri et al. A query processor for prediction-based monitoring of data streams
CN104951503A (en) Freshness sensitive big data summary information maintenance and aggregate value query method
Sun et al. Confidence bounded replica currency estimation
Yang et al. Shared execution strategy for neighbor-based pattern mining requests over streaming windows
Busany et al. Interval-based queries over lossy IoT event streams
Zhang et al. Probabilistic filters: A stream protocol for continuous probabilistic queries
CN115687325A (en) Mobile position signaling data fusion method and system based on Hadoop and Flink
Ilarri et al. Processing of data streams with prediction functions