JP7360328B2 - 異種にプログラムされたデータ処理システムの自動依存性アナライザ - Google Patents
異種にプログラムされたデータ処理システムの自動依存性アナライザ Download PDFInfo
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- JP7360328B2 JP7360328B2 JP2019564843A JP2019564843A JP7360328B2 JP 7360328 B2 JP7360328 B2 JP 7360328B2 JP 2019564843 A JP2019564843 A JP 2019564843A JP 2019564843 A JP2019564843 A JP 2019564843A JP 7360328 B2 JP7360328 B2 JP 7360328B2
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/40—Transformation of program code
- G06F8/41—Compilation
- G06F8/43—Checking; Contextual analysis
- G06F8/433—Dependency analysis; Data or control flow analysis
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Prevention of errors by analysis, debugging or testing of software
- G06F11/3604—Analysis of software for verifying properties of programs
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/901—Indexing; Data structures therefor; Storage structures
- G06F16/9024—Graphs; Linked lists
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- Data Mining & Analysis (AREA)
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Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2023170105A JP7708828B2 (ja) | 2017-05-22 | 2023-09-29 | 異種にプログラムされたデータ処理システムの自動依存性アナライザ |
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/601,911 | 2017-05-22 | ||
| US15/601,911 US10379825B2 (en) | 2017-05-22 | 2017-05-22 | Automated dependency analyzer for heterogeneously programmed data processing system |
| PCT/US2018/033882 WO2018217745A1 (en) | 2017-05-22 | 2018-05-22 | Automated dependency analyzer for heterogeneously programmed data processing system |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2023170105A Division JP7708828B2 (ja) | 2017-05-22 | 2023-09-29 | 異種にプログラムされたデータ処理システムの自動依存性アナライザ |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2020522790A JP2020522790A (ja) | 2020-07-30 |
| JP2020522790A5 JP2020522790A5 (enExample) | 2021-07-26 |
| JP7360328B2 true JP7360328B2 (ja) | 2023-10-12 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2019564843A Active JP7360328B2 (ja) | 2017-05-22 | 2018-05-22 | 異種にプログラムされたデータ処理システムの自動依存性アナライザ |
| JP2023170105A Active JP7708828B2 (ja) | 2017-05-22 | 2023-09-29 | 異種にプログラムされたデータ処理システムの自動依存性アナライザ |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2023170105A Active JP7708828B2 (ja) | 2017-05-22 | 2023-09-29 | 異種にプログラムされたデータ処理システムの自動依存性アナライザ |
Country Status (7)
| Country | Link |
|---|---|
| US (2) | US10379825B2 (enExample) |
| EP (2) | EP4202644A1 (enExample) |
| JP (2) | JP7360328B2 (enExample) |
| CN (1) | CN110998516B (enExample) |
| AU (1) | AU2018272840B2 (enExample) |
| CA (1) | CA3064561A1 (enExample) |
| WO (1) | WO2018217745A1 (enExample) |
Families Citing this family (26)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3238381A1 (en) * | 2014-12-23 | 2017-11-01 | Entit Software LLC | Load testing |
| US10795935B2 (en) | 2016-02-05 | 2020-10-06 | Sas Institute Inc. | Automated generation of job flow definitions |
| US10650046B2 (en) | 2016-02-05 | 2020-05-12 | Sas Institute Inc. | Many task computing with distributed file system |
| US10642896B2 (en) * | 2016-02-05 | 2020-05-05 | Sas Institute Inc. | Handling of data sets during execution of task routines of multiple languages |
| USD898059S1 (en) | 2017-02-06 | 2020-10-06 | Sas Institute Inc. | Display screen or portion thereof with graphical user interface |
| US10379825B2 (en) | 2017-05-22 | 2019-08-13 | Ab Initio Technology Llc | Automated dependency analyzer for heterogeneously programmed data processing system |
| USD898060S1 (en) | 2017-06-05 | 2020-10-06 | Sas Institute Inc. | Display screen or portion thereof with graphical user interface |
| US10990364B2 (en) | 2018-06-06 | 2021-04-27 | Ab Initio Technology Llc | Updating executable graphs |
| US10877870B2 (en) * | 2018-06-11 | 2020-12-29 | Tata Consultancy Services Limited | Method and system for verifying properties of source code |
| US10733075B2 (en) * | 2018-08-22 | 2020-08-04 | Fujitsu Limited | Data-driven synthesis of fix patterns |
| WO2020057576A1 (en) * | 2018-09-20 | 2020-03-26 | Huawei Technologies Co., Ltd. | Systems and methods for graph-based query analysis |
| US11029927B2 (en) | 2019-03-30 | 2021-06-08 | Intel Corporation | Methods and apparatus to detect and annotate backedges in a dataflow graph |
| US10965536B2 (en) | 2019-03-30 | 2021-03-30 | Intel Corporation | Methods and apparatus to insert buffers in a dataflow graph |
| US11294894B2 (en) | 2019-08-30 | 2022-04-05 | Oracle International Corporation | Dynamic resolution of dependencies for database guest languages |
| US12443449B2 (en) * | 2019-11-15 | 2025-10-14 | Nvidia Corporation | Techniques for modifying an executable graph to perform a workload associated with a new task graph |
| LU101480B1 (en) | 2019-11-18 | 2021-05-18 | Luxembourg Inst Science & Tech List | Data preprocessing for a supervised machine learning process |
| US11385889B2 (en) * | 2019-12-04 | 2022-07-12 | Oracle International Corporation | Inferring intra package and module dependencies |
| US11440190B1 (en) * | 2020-02-26 | 2022-09-13 | Trend Micro Incorporated | Detecting unsecure data flow in automation task programs |
| US11360751B2 (en) | 2020-03-19 | 2022-06-14 | Codelogic, Inc. | Systems and methods for dependency analysis |
| US11366648B2 (en) * | 2020-05-28 | 2022-06-21 | Red Hat, Inc. | Compiling monoglot function compositions into a single entity |
| CN112162776B (zh) * | 2020-09-04 | 2023-07-14 | 维沃移动通信有限公司 | 依赖关系获取方法及装置 |
| CN114398039B (zh) * | 2021-12-03 | 2024-07-30 | 武汉大学 | 一种自动细粒度的两级并行翻译方法 |
| CN114741993B (zh) * | 2022-04-18 | 2023-06-16 | 山东浪潮科学研究院有限公司 | 一种基于脚本的数据流图生成方法及装置 |
| CN114611712B (zh) * | 2022-05-10 | 2022-08-26 | 富算科技(上海)有限公司 | 基于异构联邦学习的预测方法、模型生成方法及装置 |
| CN114968364B (zh) * | 2022-07-12 | 2022-11-08 | 飞腾信息技术有限公司 | 一种条件语句的处理方法、装置及存储介质 |
| US12248457B1 (en) | 2023-08-23 | 2025-03-11 | International Business Machines Corporation | Detecting temporal anomalous data using dependency modeling |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2005018114A (ja) | 2003-06-23 | 2005-01-20 | Internatl Business Mach Corp <Ibm> | プログラム保守支援装置、プログラム保守支援方法、およびプログラム |
| US20110302563A1 (en) | 2010-06-08 | 2011-12-08 | Avaya Inc. | Program structure recovery using multiple languages |
| JP2013156786A (ja) | 2012-01-30 | 2013-08-15 | Hitachi Automotive Systems Ltd | ソフトウェアの構造可視化プログラムおよびシステム |
| JP2017502385A (ja) | 2013-12-06 | 2017-01-19 | アビニシオ テクノロジー エルエルシー | ソースコード変換 |
Family Cites Families (56)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4914585A (en) | 1988-05-23 | 1990-04-03 | Hewlett-Packard Company | Modular complier with a class independent parser and a plurality of class dependent parsers |
| IL100989A (en) * | 1991-02-27 | 1995-10-31 | Digital Equipment Corp | Analyzing inductive expressions in a multilanguage optimizing compiler |
| US5826256A (en) * | 1991-10-22 | 1998-10-20 | Lucent Technologies Inc. | Apparatus and methods for source code discovery |
| JP3328056B2 (ja) * | 1994-03-01 | 2002-09-24 | 新日鉄ソリューションズ株式会社 | 構文解析木からの情報抽出装置 |
| CA2143145C (en) | 1994-04-18 | 1999-12-28 | Premkumar Thomas Devanbu | Determining dynamic properties of programs |
| US5966072A (en) | 1996-07-02 | 1999-10-12 | Ab Initio Software Corporation | Executing computations expressed as graphs |
| US6745384B1 (en) * | 1998-05-29 | 2004-06-01 | Microsoft Corporation | Anticipatory optimization with composite folding |
| US6988183B1 (en) * | 1998-06-26 | 2006-01-17 | Derek Chi-Lan Wong | Methods for increasing instruction-level parallelism in microprocessors and digital system |
| US7974875B1 (en) | 2000-03-21 | 2011-07-05 | Aol Inc. | System and method for using voice over a telephone to access, process, and carry out transactions over the internet |
| US6681383B1 (en) * | 2000-04-04 | 2004-01-20 | Sosy, Inc. | Automatic software production system |
| JP2002099561A (ja) | 2000-09-21 | 2002-04-05 | Toshiba Corp | データ変換方法およびデータ変換システム並びに記憶媒体 |
| US7174536B1 (en) * | 2001-02-12 | 2007-02-06 | Iowa State University Research Foundation, Inc. | Integrated interactive software visualization environment |
| US20040024720A1 (en) | 2002-02-01 | 2004-02-05 | John Fairweather | System and method for managing knowledge |
| US20040010752A1 (en) | 2002-07-09 | 2004-01-15 | Lucent Technologies Inc. | System and method for filtering XML documents with XPath expressions |
| US7418734B2 (en) | 2003-04-18 | 2008-08-26 | Ounce Labs, Inc. | Method and system for detecting privilege escalation vulnerabilities in source code |
| US7707566B2 (en) * | 2003-06-26 | 2010-04-27 | Microsoft Corporation | Software development infrastructure |
| US7788652B2 (en) * | 2003-06-27 | 2010-08-31 | Microsoft Corporation | Representing type information in a compiler and programming tools framework |
| US7757212B2 (en) * | 2004-05-21 | 2010-07-13 | Bea Systems, Inc. | System and method for managing cross project dependencies at development time |
| US7734619B2 (en) | 2005-05-27 | 2010-06-08 | International Business Machines Corporation | Method of presenting lineage diagrams representing query plans |
| US7716630B2 (en) | 2005-06-27 | 2010-05-11 | Ab Initio Technology Llc | Managing parameters for graph-based computations |
| US7493570B2 (en) | 2005-09-12 | 2009-02-17 | International Business Machines Corporation | User interface options of a data lineage tool |
| WO2007084780A2 (en) | 2006-01-20 | 2007-07-26 | Aptana, Inc. | Type inference system and method |
| WO2008089364A1 (en) | 2007-01-17 | 2008-07-24 | Weidner David P | Multi-level path mapping for street grid and non-street grid entities |
| US8181167B2 (en) | 2008-01-09 | 2012-05-15 | Kan Zhao | Method and system for presenting and analyzing software source code through intermediate representation |
| WO2009108782A1 (en) | 2008-02-26 | 2009-09-03 | Ab Initio Software Llc | Graphic representations of data relationships |
| US8347272B2 (en) | 2008-07-23 | 2013-01-01 | International Business Machines Corporation | Call graph dependency extraction by static source code analysis |
| US8458654B2 (en) | 2008-10-22 | 2013-06-04 | International Business Machines Corporation | Identifying impact of database changes on an application |
| KR101644418B1 (ko) | 2008-12-02 | 2016-08-01 | 아브 이니티오 테크놀로지 엘엘시 | 데이터 요소 간의 관계의 시각화 및 데이터 요소 속성의 그래픽 표현 |
| US8819010B2 (en) | 2010-06-28 | 2014-08-26 | International Business Machines Corporation | Efficient representation of data lineage information |
| BR112013008640A2 (pt) * | 2010-09-23 | 2016-06-21 | Apple Inc | sistemas e métodos para vetorização baseada em compilador de código não foliar |
| CA2860470A1 (en) | 2010-12-30 | 2012-07-05 | Skai, Inc. | System and method for creating, deploying, integrating, and distributing nodes in a grid of distributed graph databases |
| AU2012204292B2 (en) | 2011-01-07 | 2016-05-19 | Ab Initio Technology Llc | Flow analysis instrumentation |
| US9202185B2 (en) | 2011-04-08 | 2015-12-01 | Ca, Inc. | Transaction model with structural and behavioral description of complex transactions |
| US8782614B2 (en) | 2011-04-08 | 2014-07-15 | Ca, Inc. | Visualization of JVM and cross-JVM call stacks |
| US8874525B2 (en) | 2011-04-19 | 2014-10-28 | Autodesk, Inc. | Hierarchical display and navigation of document revision histories |
| US9430583B1 (en) | 2011-06-10 | 2016-08-30 | Salesforce.Com, Inc. | Extracting a portion of a document, such as a web page |
| US8849824B2 (en) | 2011-10-07 | 2014-09-30 | Kabushiki Kaisha Square Enix | Database visualization system |
| US20130283250A1 (en) | 2012-04-23 | 2013-10-24 | International Business Machines Corporation | Thread Specific Compiler Generated Customization of Runtime Support for Application Programming Interfaces |
| US9753926B2 (en) | 2012-04-30 | 2017-09-05 | Salesforce.Com, Inc. | Extracting a portion of a document, such as a web page |
| US9298453B2 (en) | 2012-07-03 | 2016-03-29 | Microsoft Technology Licensing, Llc | Source code analytics platform using program analysis and information retrieval |
| US9182957B2 (en) | 2012-07-10 | 2015-11-10 | Loring Craymer | Method and system for automated improvement of parallelism in program compilation |
| US10089335B2 (en) | 2012-07-10 | 2018-10-02 | Microsoft Technology Licensing, Llc | Data lineage across multiple marketplaces |
| US9063998B2 (en) | 2012-10-18 | 2015-06-23 | Oracle International Corporation | Associated information propagation system |
| US9514203B2 (en) | 2013-07-02 | 2016-12-06 | Bank Of America Corporation | Data discovery and analysis tools |
| US9256656B2 (en) | 2013-08-20 | 2016-02-09 | International Business Machines Corporation | Determining reliability of data reports |
| US20150081701A1 (en) | 2013-09-16 | 2015-03-19 | Metanautix, Inc. | Systems and methods for data flow exploration |
| US9710243B2 (en) | 2013-11-07 | 2017-07-18 | Eagle Legacy Modernization, LLC | Parser that uses a reflection technique to build a program semantic tree |
| US10175974B2 (en) | 2014-07-18 | 2019-01-08 | Ab Initio Technology Llc | Managing lineage information |
| KR102410723B1 (ko) | 2014-07-24 | 2022-06-17 | 아브 이니티오 테크놀로지 엘엘시 | 데이터 계통 요약 |
| US10025878B1 (en) | 2014-11-11 | 2018-07-17 | Google Llc | Data lineage analysis |
| KR102054568B1 (ko) | 2015-02-11 | 2020-01-22 | 아브 이니티오 테크놀로지 엘엘시 | 필터링 데이터 계통 다이어그램 |
| KR102001749B1 (ko) | 2015-02-11 | 2019-07-18 | 아브 이니티오 테크놀로지 엘엘시 | 필터링 데이터 계통 다이어그램 |
| US9712554B2 (en) | 2015-04-09 | 2017-07-18 | Accenture Global Services Limited | Event correlation across heterogeneous operations |
| US10382566B2 (en) | 2015-04-16 | 2019-08-13 | Entit Software Llc | Business service discovery |
| US10120923B2 (en) | 2015-11-30 | 2018-11-06 | Bank Of America Corporation | Data discovery and analysis tool |
| US10379825B2 (en) | 2017-05-22 | 2019-08-13 | Ab Initio Technology Llc | Automated dependency analyzer for heterogeneously programmed data processing system |
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2017
- 2017-05-22 US US15/601,911 patent/US10379825B2/en active Active
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2018
- 2018-05-22 EP EP23156996.3A patent/EP4202644A1/en active Pending
- 2018-05-22 CN CN201880049296.2A patent/CN110998516B/zh active Active
- 2018-05-22 CA CA3064561A patent/CA3064561A1/en active Pending
- 2018-05-22 AU AU2018272840A patent/AU2018272840B2/en active Active
- 2018-05-22 JP JP2019564843A patent/JP7360328B2/ja active Active
- 2018-05-22 WO PCT/US2018/033882 patent/WO2018217745A1/en not_active Ceased
- 2018-05-22 EP EP18770112.3A patent/EP3631618B1/en active Active
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2019
- 2019-07-15 US US16/512,160 patent/US10817271B2/en active Active
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2023
- 2023-09-29 JP JP2023170105A patent/JP7708828B2/ja active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2005018114A (ja) | 2003-06-23 | 2005-01-20 | Internatl Business Mach Corp <Ibm> | プログラム保守支援装置、プログラム保守支援方法、およびプログラム |
| US20110302563A1 (en) | 2010-06-08 | 2011-12-08 | Avaya Inc. | Program structure recovery using multiple languages |
| JP2013156786A (ja) | 2012-01-30 | 2013-08-15 | Hitachi Automotive Systems Ltd | ソフトウェアの構造可視化プログラムおよびシステム |
| JP2017502385A (ja) | 2013-12-06 | 2017-01-19 | アビニシオ テクノロジー エルエルシー | ソースコード変換 |
Also Published As
| Publication number | Publication date |
|---|---|
| US20190339952A1 (en) | 2019-11-07 |
| CN110998516B (zh) | 2024-04-16 |
| EP3631618A1 (en) | 2020-04-08 |
| EP4202644A1 (en) | 2023-06-28 |
| JP2020522790A (ja) | 2020-07-30 |
| CN110998516A (zh) | 2020-04-10 |
| EP3631618B1 (en) | 2023-03-29 |
| JP2023182708A (ja) | 2023-12-26 |
| WO2018217745A1 (en) | 2018-11-29 |
| CA3064561A1 (en) | 2018-11-29 |
| US20180336020A1 (en) | 2018-11-22 |
| US10379825B2 (en) | 2019-08-13 |
| JP7708828B2 (ja) | 2025-07-15 |
| US10817271B2 (en) | 2020-10-27 |
| AU2018272840B2 (en) | 2023-02-16 |
| AU2018272840A1 (en) | 2019-12-12 |
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