CA2838966C - Efficient logical merging over physically divergent streams - Google Patents

Efficient logical merging over physically divergent streams Download PDF

Info

Publication number
CA2838966C
CA2838966C CA2838966A CA2838966A CA2838966C CA 2838966 C CA2838966 C CA 2838966C CA 2838966 A CA2838966 A CA 2838966A CA 2838966 A CA2838966 A CA 2838966A CA 2838966 C CA2838966 C CA 2838966C
Authority
CA
Canada
Prior art keywords
stream
merge module
output
logical merge
input streams
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CA2838966A
Other languages
English (en)
French (fr)
Other versions
CA2838966A1 (en
Inventor
Badrish Chandramouli
David E. Maier
Jonathan D. Goldstein
Peter A. Zabback
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Microsoft Technology Licensing LLC
Original Assignee
Microsoft Technology Licensing LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Microsoft Technology Licensing LLC filed Critical Microsoft Technology Licensing LLC
Publication of CA2838966A1 publication Critical patent/CA2838966A1/en
Application granted granted Critical
Publication of CA2838966C publication Critical patent/CA2838966C/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2455—Query execution
    • G06F16/24568—Data stream processing; Continuous queries
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Stored Programmes (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
  • Stereophonic System (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Amplifiers (AREA)
  • Design And Manufacture Of Integrated Circuits (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
  • Error Detection And Correction (AREA)
CA2838966A 2011-06-17 2012-06-13 Efficient logical merging over physically divergent streams Active CA2838966C (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/162,973 2011-06-17
US13/162,973 US9965520B2 (en) 2011-06-17 2011-06-17 Efficient logical merging over physically divergent streams
PCT/US2012/042105 WO2012174023A2 (en) 2011-06-17 2012-06-13 Efficient logical merging over physically divergent streams

Publications (2)

Publication Number Publication Date
CA2838966A1 CA2838966A1 (en) 2012-12-20
CA2838966C true CA2838966C (en) 2019-09-03

Family

ID=47354822

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2838966A Active CA2838966C (en) 2011-06-17 2012-06-13 Efficient logical merging over physically divergent streams

Country Status (11)

Country Link
US (1) US9965520B2 (enExample)
EP (1) EP2721511A4 (enExample)
JP (1) JP6096182B2 (enExample)
KR (1) KR101960985B1 (enExample)
CN (1) CN103620584B (enExample)
AU (1) AU2012271776B2 (enExample)
BR (1) BR112013032186A2 (enExample)
CA (1) CA2838966C (enExample)
MX (1) MX2013015009A (enExample)
RU (1) RU2608474C2 (enExample)
WO (1) WO2012174023A2 (enExample)

Families Citing this family (41)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100057737A1 (en) 2008-08-29 2010-03-04 Oracle International Corporation Detection of non-occurrences of events using pattern matching
US9305057B2 (en) 2009-12-28 2016-04-05 Oracle International Corporation Extensible indexing framework using data cartridges
US9430494B2 (en) 2009-12-28 2016-08-30 Oracle International Corporation Spatial data cartridge for event processing systems
US8782434B1 (en) 2010-07-15 2014-07-15 The Research Foundation For The State University Of New York System and method for validating program execution at run-time
US8713049B2 (en) 2010-09-17 2014-04-29 Oracle International Corporation Support for a parameterized query/view in complex event processing
US9189280B2 (en) 2010-11-18 2015-11-17 Oracle International Corporation Tracking large numbers of moving objects in an event processing system
US8990416B2 (en) 2011-05-06 2015-03-24 Oracle International Corporation Support for a new insert stream (ISTREAM) operation in complex event processing (CEP)
US9329975B2 (en) 2011-07-07 2016-05-03 Oracle International Corporation Continuous query language (CQL) debugger in complex event processing (CEP)
US9148495B2 (en) 2011-07-26 2015-09-29 International Business Machines Corporation Dynamic runtime choosing of processing communication methods
US8990452B2 (en) 2011-07-26 2015-03-24 International Business Machines Corporation Dynamic reduction of stream backpressure
US9405553B2 (en) 2012-01-30 2016-08-02 International Business Machines Corporation Processing element management in a streaming data system
US9146775B2 (en) 2012-04-26 2015-09-29 International Business Machines Corporation Operator graph changes in response to dynamic connections in stream computing applications
US9122873B2 (en) 2012-09-14 2015-09-01 The Research Foundation For The State University Of New York Continuous run-time validation of program execution: a practical approach
US11288277B2 (en) 2012-09-28 2022-03-29 Oracle International Corporation Operator sharing for continuous queries over archived relations
US9563663B2 (en) 2012-09-28 2017-02-07 Oracle International Corporation Fast path evaluation of Boolean predicates
US9069782B2 (en) 2012-10-01 2015-06-30 The Research Foundation For The State University Of New York System and method for security and privacy aware virtual machine checkpointing
US9930081B2 (en) 2012-11-13 2018-03-27 International Business Machines Corporation Streams optional execution paths depending upon data rates
US10956422B2 (en) 2012-12-05 2021-03-23 Oracle International Corporation Integrating event processing with map-reduce
US9098587B2 (en) 2013-01-15 2015-08-04 Oracle International Corporation Variable duration non-event pattern matching
US10298444B2 (en) 2013-01-15 2019-05-21 Oracle International Corporation Variable duration windows on continuous data streams
US9047249B2 (en) 2013-02-19 2015-06-02 Oracle International Corporation Handling faults in a continuous event processing (CEP) system
US9390135B2 (en) 2013-02-19 2016-07-12 Oracle International Corporation Executing continuous event processing (CEP) queries in parallel
JP6201417B2 (ja) * 2013-05-17 2017-09-27 富士通株式会社 データ抽出プログラム、データ抽出方法およびデータ抽出装置
US9418113B2 (en) 2013-05-30 2016-08-16 Oracle International Corporation Value based windows on relations in continuous data streams
US9130831B2 (en) * 2013-11-07 2015-09-08 International Business Machines Corporation Streaming state data for cloud management
US9934279B2 (en) * 2013-12-05 2018-04-03 Oracle International Corporation Pattern matching across multiple input data streams
US9244978B2 (en) 2014-06-11 2016-01-26 Oracle International Corporation Custom partitioning of a data stream
US9712645B2 (en) 2014-06-26 2017-07-18 Oracle International Corporation Embedded event processing
US10120907B2 (en) 2014-09-24 2018-11-06 Oracle International Corporation Scaling event processing using distributed flows and map-reduce operations
US9886486B2 (en) 2014-09-24 2018-02-06 Oracle International Corporation Enriching events with dynamically typed big data for event processing
US9734038B2 (en) * 2014-09-30 2017-08-15 International Business Machines Corporation Path-specific break points for stream computing
US9632846B2 (en) 2015-04-02 2017-04-25 Microsoft Technology Licensing, Llc Complex event processor for historic/live/replayed data
WO2017018901A1 (en) 2015-07-24 2017-02-02 Oracle International Corporation Visually exploring and analyzing event streams
WO2017135837A1 (en) 2016-02-01 2017-08-10 Oracle International Corporation Pattern based automated test data generation
WO2017135838A1 (en) 2016-02-01 2017-08-10 Oracle International Corporation Level of detail control for geostreaming
US10178161B2 (en) * 2016-05-11 2019-01-08 Microsoft Technology Licensing, Llc Digital signal processing over data streams
US10616316B2 (en) * 2016-09-15 2020-04-07 International Business Machines Corporation Processing element host management in a stream computing environment
US10341189B2 (en) * 2016-09-22 2019-07-02 International Business Machines Corporation Operator fusion management in a stream computing environment
US10594759B2 (en) * 2017-05-09 2020-03-17 EMC IP Holding Company LLC Efficiently executing concurrent operations that depend on each other in a streaming data environment
US11196834B2 (en) 2017-09-29 2021-12-07 Arista Networks, Inc. System and a method for distributing information
WO2020164731A1 (en) * 2019-02-15 2020-08-20 Huawei Technologies Co., Ltd. A system for embedding stream processing execution in a database

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5539749A (en) 1993-09-13 1996-07-23 Siemens Aktiengesellschaft Method for merging data streams
US5745906A (en) 1995-11-14 1998-04-28 Deltatech Research, Inc. Method and apparatus for merging delta streams to reconstruct a computer file
US6029239A (en) * 1997-12-01 2000-02-22 Advanced Micro Devices, Inc. Configuring a communications system with a configurable data transfer architecture
FI112271B (fi) 2000-02-04 2003-11-14 Sandvik Tamrock Oy Menetelmä ja sovitelma pölyhaittojen vähentämiseksi kallionporauksessa
US20030002474A1 (en) * 2001-03-21 2003-01-02 Thomas Alexander Multi-stream merge network for data width conversion and multiplexing
KR100902513B1 (ko) * 2001-04-13 2009-06-15 프리스케일 세미컨덕터, 인크. 데이터 스트림 프로세서들에서 데이터 스트림들의 조작
US7117278B2 (en) 2001-07-12 2006-10-03 Sun Micro Systems, Inc. Method for merging a plurality of data streams into a single data stream
US7711006B2 (en) 2003-08-15 2010-05-04 Napatech A/S Data merge unit, a method of producing an interleaved data stream, a network analyser and a method of analysing a network
US7668856B2 (en) 2004-09-30 2010-02-23 Alcatel-Lucent Usa Inc. Method for distinct count estimation over joins of continuous update stream
US9182228B2 (en) 2006-02-13 2015-11-10 Sony Corporation Multi-lens array system and method
US20070226362A1 (en) 2006-03-21 2007-09-27 At&T Corp. Monitoring regular expressions on out-of-order streams
US8457214B2 (en) 2007-09-10 2013-06-04 Cisco Technology, Inc. Video compositing of an arbitrary number of source streams using flexible macroblock ordering
JP5337447B2 (ja) * 2008-10-28 2013-11-06 株式会社日立製作所 ストリームデータ処理方法、及びシステム
FR2940487A1 (fr) 2008-12-19 2010-06-25 Thales Sa Procede et systeme pour la fusion de donnees ou d'informations
RU2413277C1 (ru) 2009-09-17 2011-02-27 Российская Федерация, от имени которой выступает Министерство обороны Российской Федерации Устройство перепаковки потоков для вывода данных

Also Published As

Publication number Publication date
WO2012174023A3 (en) 2013-07-11
KR20140038462A (ko) 2014-03-28
JP2014524175A (ja) 2014-09-18
US20120324453A1 (en) 2012-12-20
KR101960985B1 (ko) 2019-03-21
CN103620584A (zh) 2014-03-05
BR112013032186A2 (pt) 2016-12-20
US9965520B2 (en) 2018-05-08
JP6096182B2 (ja) 2017-03-15
WO2012174023A2 (en) 2012-12-20
RU2608474C2 (ru) 2017-01-18
CA2838966A1 (en) 2012-12-20
EP2721511A4 (en) 2014-12-24
CN103620584B (zh) 2018-03-20
MX2013015009A (es) 2014-01-24
RU2013155910A (ru) 2015-06-27
EP2721511A2 (en) 2014-04-23
AU2012271776B2 (en) 2016-09-29

Similar Documents

Publication Publication Date Title
US9965520B2 (en) Efficient logical merging over physically divergent streams
AU2012271776A1 (en) Efficient logical merging over physically divergent streams
US8326821B2 (en) Transforming relational queries into stream processing
US10929404B2 (en) Streaming joins with synchronization via stream time estimations
US12475146B2 (en) Mass insertion into single-threaded databases
JP5906161B2 (ja) シングルストリームの複数ウィンドウでのストリームデータ処理方法
US9396158B2 (en) Stream application performance monitoring metrics
Grover et al. Data Ingestion in AsterixDB.
US20130166617A1 (en) Enhanced barrier operator within a streaming environment
US20110302196A1 (en) Visualizing query results in stream processing systems
AU2018395919A1 (en) Efficiently propagating diff values
EP4231149B1 (en) Distributing and processing streams over one or more networks for on-the-fly schema evolution
US20230124100A1 (en) Low-Latency Data Management And Query Processing Cross-Optimizations
JP2016526719A (ja) 時間調整を使用したストリームデータ処理方法
US20230122781A1 (en) Low-Latency Buffer Storage Of Static Datasets For Query Operation Optimization
US10348828B2 (en) Method and apparatus for optimizing data transfers utilizing machine learning
HK1193194B (en) Efficient logical merging over physically divergent streams
HK1193194A (en) Efficient logical merging over physically divergent streams
Istrate BOOM Analytics: Exploring Data-Centric, Declarative Programming for the Cloud

Legal Events

Date Code Title Description
EEER Examination request

Effective date: 20170613

W00 Other event occurred

Free format text: ST27 STATUS EVENT CODE: A-4-4-W10-W00-W100 (AS PROVIDED BY THE NATIONAL OFFICE); EVENT TEXT: LETTER SENT

Effective date: 20251014

H13 Ip right lapsed

Free format text: ST27 STATUS EVENT CODE: N-4-6-H10-H13-H100 (AS PROVIDED BY THE NATIONAL OFFICE); EVENT TEXT: MAINTENANCE FEE AND LATE FEE NOT PAID BY DEADLINE OF NOTICE

Effective date: 20260203

W00 Other event occurred

Free format text: ST27 STATUS EVENT CODE: N-6-6-W10-W00-W100 (AS PROVIDED BY THE NATIONAL OFFICE); EVENT TEXT: LETTER SENT

Effective date: 20260206

W00 Other event occurred

Free format text: ST27 STATUS EVENT CODE: N-6-6-W10-W00-W100 (AS PROVIDED BY THE NATIONAL OFFICE); EVENT TEXT: LETTER SENT

Effective date: 20260804