KR101793014B1 - 비정상 데이터의 병합식 클러스터링을 위한 병렬 방법 - Google Patents
비정상 데이터의 병합식 클러스터링을 위한 병렬 방법 Download PDFInfo
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- KR101793014B1 KR101793014B1 KR1020157034660A KR20157034660A KR101793014B1 KR 101793014 B1 KR101793014 B1 KR 101793014B1 KR 1020157034660 A KR1020157034660 A KR 1020157034660A KR 20157034660 A KR20157034660 A KR 20157034660A KR 101793014 B1 KR101793014 B1 KR 101793014B1
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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
- G06F9/54—Interprogram communication
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- 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
- G06F9/466—Transaction processing
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
- G06N5/043—Distributed expert systems; Blackboards
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- G06N99/005—
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- Software Systems (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
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- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
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Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US13/906,169 US9411632B2 (en) | 2013-05-30 | 2013-05-30 | Parallel method for agglomerative clustering of non-stationary data |
| US13/906,169 | 2013-05-30 | ||
| PCT/US2014/040018 WO2014194086A1 (en) | 2013-05-30 | 2014-05-29 | A parallel method for agglomerative clustering of non-stationary data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20160016842A KR20160016842A (ko) | 2016-02-15 |
| KR101793014B1 true KR101793014B1 (ko) | 2017-11-02 |
Family
ID=51168340
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020157034660A Active KR101793014B1 (ko) | 2013-05-30 | 2014-05-29 | 비정상 데이터의 병합식 클러스터링을 위한 병렬 방법 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US9411632B2 (enExample) |
| EP (1) | EP3005115A1 (enExample) |
| JP (1) | JP2016530591A (enExample) |
| KR (1) | KR101793014B1 (enExample) |
| CN (1) | CN105247487B (enExample) |
| WO (1) | WO2014194086A1 (enExample) |
Families Citing this family (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9780997B2 (en) | 2015-01-30 | 2017-10-03 | Alcatel Lucent | Method and system for controlling an operation of an application by classifying an application type using data bearer characteristics |
| US20180236352A1 (en) * | 2015-12-04 | 2018-08-23 | Uti Limited Partnership | Wearable inertial electronic device |
| US10558466B2 (en) * | 2016-06-23 | 2020-02-11 | Advanced Micro Devices, Inc. | System and method for parallelization of data processing in a processor |
| US10416958B2 (en) * | 2016-08-01 | 2019-09-17 | Bank Of America Corporation | Hierarchical clustering |
| US9974043B1 (en) * | 2017-05-31 | 2018-05-15 | Aruba Networks, Inc. | Assigning a subset of access points in a wireless network to a high priority |
| KR102031411B1 (ko) * | 2017-08-01 | 2019-10-11 | 순천향대학교 산학협력단 | K 평균 클러스터링 알고리즘을 구현하기 위한 네트워크 온 칩 기반의 다중 프로세서 아키텍처 |
| US11461360B2 (en) * | 2018-03-30 | 2022-10-04 | AVAST Software s.r.o. | Efficiently initializing distributed clustering on large data sets |
| US11238308B2 (en) * | 2018-06-26 | 2022-02-01 | Intel Corporation | Entropic clustering of objects |
| JP7228031B2 (ja) | 2018-10-15 | 2023-02-22 | ベンタナ メディカル システムズ, インコーポレイテッド | 細胞の分類のためのシステムおよび方法 |
| US11853877B2 (en) | 2019-04-02 | 2023-12-26 | International Business Machines Corporation | Training transfer-focused models for deep learning |
| CN110717517A (zh) * | 2019-09-06 | 2020-01-21 | 中国平安财产保险股份有限公司 | 智能化多线程聚类方法、装置及计算机可读存储介质 |
| US20210272025A1 (en) * | 2019-12-27 | 2021-09-02 | Stmicroelectronics, Inc. | Method and system for updating machine learning based classifiers for reconfigurable sensors |
| CN119854213A (zh) * | 2023-10-17 | 2025-04-18 | 杭州阿里云飞天信息技术有限公司 | 流量处理方法、网关设备、电子设备以及存储介质 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6466946B1 (en) | 2000-06-07 | 2002-10-15 | Hewlett-Packard Company | Computer implemented scalable, incremental and parallel clustering based on divide and conquer |
| US20050038769A1 (en) | 2003-08-14 | 2005-02-17 | International Business Machines Corporation | Methods and apparatus for clustering evolving data streams through online and offline components |
| US8170966B1 (en) | 2008-11-04 | 2012-05-01 | Bitdefender IPR Management Ltd. | Dynamic streaming message clustering for rapid spam-wave detection |
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| CA2012938A1 (en) * | 1989-04-19 | 1990-10-19 | Patrick F. Castelaz | Clustering and association processor |
| US5787420A (en) * | 1995-12-14 | 1998-07-28 | Xerox Corporation | Method of ordering document clusters without requiring knowledge of user interests |
| US6269376B1 (en) * | 1998-10-26 | 2001-07-31 | International Business Machines Corporation | Method and system for clustering data in parallel in a distributed-memory multiprocessor system |
| US7631107B2 (en) | 2002-06-11 | 2009-12-08 | Pandya Ashish A | Runtime adaptable protocol processor |
| US7289985B2 (en) * | 2004-04-15 | 2007-10-30 | Microsoft Corporation | Enhanced document retrieval |
| US20060031628A1 (en) | 2004-06-03 | 2006-02-09 | Suman Sharma | Buffer management in a network device without SRAM |
| US8325748B2 (en) * | 2005-09-16 | 2012-12-04 | Oracle International Corporation | Fast vector quantization with topology learning |
| US7962607B1 (en) * | 2006-09-08 | 2011-06-14 | Network General Technology | Generating an operational definition of baseline for monitoring network traffic data |
| US8024193B2 (en) * | 2006-10-10 | 2011-09-20 | Apple Inc. | Methods and apparatus related to pruning for concatenative text-to-speech synthesis |
| US7730036B2 (en) * | 2007-05-18 | 2010-06-01 | Eastman Kodak Company | Event-based digital content record organization |
| US7996390B2 (en) * | 2008-02-15 | 2011-08-09 | The University Of Utah Research Foundation | Method and system for clustering identified forms |
| US7979426B2 (en) * | 2008-06-05 | 2011-07-12 | Samsung Electronics Co., Ltd. | Clustering-based interest computation |
| US8300951B1 (en) * | 2008-09-19 | 2012-10-30 | Adobe Systems Incorporated | Recognizing symmetries along paths in vector art |
| US8761465B2 (en) * | 2009-03-18 | 2014-06-24 | Microsoft Corporation | Centroid processing |
| US20100293206A1 (en) | 2009-05-12 | 2010-11-18 | Tatu Ylonen Oy Ltd | Clustering related objects during garbage collection |
| US20110246123A1 (en) * | 2010-03-30 | 2011-10-06 | Welch Allyn, Inc. | Personal status monitoring |
| JP5535742B2 (ja) | 2010-04-19 | 2014-07-02 | 三菱重工業株式会社 | 熱媒体加熱装置およびそれを用いた車両用空調装置 |
| US8751588B2 (en) | 2010-12-15 | 2014-06-10 | Apple Inc. | Message thread clustering |
| WO2012104943A1 (ja) * | 2011-02-02 | 2012-08-09 | 日本電気株式会社 | 結合処理装置、データ管理装置及び文字列類似結合システム |
| CN102855259B (zh) * | 2011-06-30 | 2015-05-13 | Sap欧洲公司 | 大规模数据聚类分析的并行化 |
| US8560647B2 (en) * | 2011-07-19 | 2013-10-15 | Telefonaktiebolaget L M Ericsson (Publ) | Controller placement for split architecture networks |
| US9432805B2 (en) * | 2011-09-28 | 2016-08-30 | Qualcomm Incorporated | Discovering and automatically sizing a place of relevance |
| US9454528B2 (en) * | 2011-10-17 | 2016-09-27 | Xerox Corporation | Method and system for creating ordered reading lists from unstructured document sets |
| CN108388632B (zh) * | 2011-11-15 | 2021-11-19 | 起元科技有限公司 | 数据分群、分段、以及并行化 |
| US8880525B2 (en) * | 2012-04-02 | 2014-11-04 | Xerox Corporation | Full and semi-batch clustering |
| US20130263151A1 (en) * | 2012-04-03 | 2013-10-03 | Microsoft Corporation | Consistent Hashing Table for Workload Distribution |
| US9136918B2 (en) * | 2012-04-09 | 2015-09-15 | Telefonaktiebolaget L M Ericsson (Publ) | Dynamic clustering for coordinated transmission in wireless communication systems |
| US8930422B2 (en) * | 2012-06-04 | 2015-01-06 | Northrop Grumman Systems Corporation | Pipelined incremental clustering algorithm |
| US9208777B2 (en) * | 2013-01-25 | 2015-12-08 | Microsoft Technology Licensing, Llc | Feature space transformation for personalization using generalized i-vector clustering |
| US9119055B2 (en) * | 2013-02-06 | 2015-08-25 | Facebook, Inc. | Grouping ambient-location updates |
| US9667671B2 (en) * | 2013-05-13 | 2017-05-30 | Xerox Corporation | Method and system for facilitating communication between message consumers and message producers |
-
2013
- 2013-05-30 US US13/906,169 patent/US9411632B2/en not_active Expired - Fee Related
-
2014
- 2014-05-29 CN CN201480030706.0A patent/CN105247487B/zh not_active Expired - Fee Related
- 2014-05-29 KR KR1020157034660A patent/KR101793014B1/ko active Active
- 2014-05-29 JP JP2016516818A patent/JP2016530591A/ja active Pending
- 2014-05-29 WO PCT/US2014/040018 patent/WO2014194086A1/en not_active Ceased
- 2014-05-29 EP EP14737357.5A patent/EP3005115A1/en not_active Withdrawn
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6466946B1 (en) | 2000-06-07 | 2002-10-15 | Hewlett-Packard Company | Computer implemented scalable, incremental and parallel clustering based on divide and conquer |
| US20050038769A1 (en) | 2003-08-14 | 2005-02-17 | International Business Machines Corporation | Methods and apparatus for clustering evolving data streams through online and offline components |
| US8170966B1 (en) | 2008-11-04 | 2012-05-01 | Bitdefender IPR Management Ltd. | Dynamic streaming message clustering for rapid spam-wave detection |
Non-Patent Citations (2)
| Title |
|---|
| Joos-Hendrik Bose 외 2명, 'Beyond Online Aggregation: Parallel and Incremental Data Mining with Online Map-Reduce', Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud, 2010.04.26.* |
| Mario Zechner 외 1명. 'Accelerating K-Means on the Graphics Processor via CUDA', 2009 International Conference on Intensive Applications and Services, 2009.04.20., pp.7-15. |
Also Published As
| Publication number | Publication date |
|---|---|
| CN105247487A (zh) | 2016-01-13 |
| US20140359626A1 (en) | 2014-12-04 |
| WO2014194086A1 (en) | 2014-12-04 |
| JP2016530591A (ja) | 2016-09-29 |
| KR20160016842A (ko) | 2016-02-15 |
| EP3005115A1 (en) | 2016-04-13 |
| US9411632B2 (en) | 2016-08-09 |
| CN105247487B (zh) | 2018-12-28 |
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