KR102101050B1 - 소프트웨어 빌드 에러를 예측하기 위한 방법 및 시스템 - Google Patents

소프트웨어 빌드 에러를 예측하기 위한 방법 및 시스템 Download PDF

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KR102101050B1
KR102101050B1 KR1020157005785A KR20157005785A KR102101050B1 KR 102101050 B1 KR102101050 B1 KR 102101050B1 KR 1020157005785 A KR1020157005785 A KR 1020157005785A KR 20157005785 A KR20157005785 A KR 20157005785A KR 102101050 B1 KR102101050 B1 KR 102101050B1
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software
change
software build
build
error
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KR20150046088A (ko
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크리스티안 버드
토마스 짐머만
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마이크로소프트 테크놀로지 라이센싱, 엘엘씨
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/70Software maintenance or management
    • G06F8/71Version control; Configuration management
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/008Reliability or availability analysis

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Computer Security & Cryptography (AREA)
  • Debugging And Monitoring (AREA)
  • Stored Programmes (AREA)
KR1020157005785A 2012-08-20 2013-08-16 소프트웨어 빌드 에러를 예측하기 위한 방법 및 시스템 Expired - Fee Related KR102101050B1 (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/589,180 2012-08-20
US13/589,180 US9542176B2 (en) 2012-08-20 2012-08-20 Predicting software build errors
PCT/US2013/055226 WO2014031452A1 (en) 2012-08-20 2013-08-16 Predicting software build errors

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KR20150046088A KR20150046088A (ko) 2015-04-29
KR102101050B1 true KR102101050B1 (ko) 2020-04-14

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US (1) US9542176B2 (https=)
EP (1) EP2885701B1 (https=)
JP (1) JP6280551B2 (https=)
KR (1) KR102101050B1 (https=)
CN (1) CN104583947B (https=)
WO (1) WO2014031452A1 (https=)

Families Citing this family (74)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9195566B2 (en) * 2013-01-14 2015-11-24 International Business Machines Corporation Defect analysis system for error impact reduction
EP2757468A1 (en) * 2013-01-22 2014-07-23 Siemens Aktiengesellschaft Apparatus and method for managing a software development and maintenance system
US9448792B2 (en) 2013-03-14 2016-09-20 Microsoft Technology Licensing, Llc Automatic risk analysis of software
US8984485B2 (en) * 2013-05-01 2015-03-17 International Business Machines Corporation Analysis of source code changes
JP2014241021A (ja) * 2013-06-11 2014-12-25 株式会社日立製作所 ソフトウェア評価装置および方法
US9519477B2 (en) 2013-09-16 2016-12-13 International Business Machines Corporation Automatic pre-detection of potential coding issues and recommendation for resolution actions
CN105224343B (zh) * 2014-05-27 2019-09-17 阿里巴巴集团控股有限公司 一种应用程序的更新提示方法和装置
US10275333B2 (en) * 2014-06-16 2019-04-30 Toyota Jidosha Kabushiki Kaisha Risk analysis of codebase using static analysis and performance data
US9354860B2 (en) * 2014-07-15 2016-05-31 Sap Se Optimizing software change processes using real-time analysis and rule-based hinting
US10175975B2 (en) * 2015-02-18 2019-01-08 Red Hat Israel, Ltd. Self-mending software builder
US10733520B2 (en) * 2015-05-13 2020-08-04 Microsoft Technology Licensing, Llc Making a prediction regarding development of a software product
US9612821B2 (en) 2015-07-02 2017-04-04 International Business Machines Corporation Predicting the success of a continuous software deployment pipeline
US10013333B2 (en) * 2015-08-06 2018-07-03 Paypal, Inc. Scalable continuous integration and delivery systems and methods
US10073683B2 (en) 2015-09-01 2018-09-11 Oracle International Corporation System and method for providing software build violation detection and self-healing
US10552760B2 (en) 2015-12-18 2020-02-04 International Business Machines Corporation Training set creation for classifying features of a system under agile development
US9870223B2 (en) * 2016-01-07 2018-01-16 International Business Machines Corporation Efficient detection of architecture related issues during the porting process
US10838849B2 (en) 2016-03-08 2020-11-17 International Business Machines Corporation Analyzing software test failures using natural language processing and machine learning
US10657023B1 (en) * 2016-06-24 2020-05-19 Intuit, Inc. Techniques for collecting and reporting build metrics using a shared build mechanism
US10191737B2 (en) * 2016-06-29 2019-01-29 Accenture Global Solutions Limited Program code comparison and reporting
US10296331B2 (en) * 2016-07-12 2019-05-21 International Business Machines Corporation Log-based software porting
EP3282355A1 (en) * 2016-08-11 2018-02-14 Empear AB Method for identifying critical parts in software code
US10545847B2 (en) * 2016-09-15 2020-01-28 International Business Machines Corporation Grouping and isolating software changes to increase build quality
US10379992B2 (en) 2016-10-25 2019-08-13 International Business Machines Corporation Adaptive dynamic code analysis
US10310968B2 (en) * 2016-11-04 2019-06-04 International Business Machines Corporation Developing software project plans based on developer sensitivity ratings detected from monitoring developer error patterns
US10175978B2 (en) 2016-11-04 2019-01-08 International Business Machines Corporation Monitoring code sensitivity to cause software build breaks during software project development
US10970636B1 (en) * 2017-01-26 2021-04-06 Intuit Inc. Adaptive system for predicting integration failures in large systems
US10175979B1 (en) * 2017-01-27 2019-01-08 Intuit Inc. Defect ownership assignment system and predictive analysis for codebases
US10585780B2 (en) 2017-03-24 2020-03-10 Microsoft Technology Licensing, Llc Enhancing software development using bug data
US10754640B2 (en) * 2017-03-24 2020-08-25 Microsoft Technology Licensing, Llc Engineering system robustness using bug data
US11288592B2 (en) * 2017-03-24 2022-03-29 Microsoft Technology Licensing, Llc Bug categorization and team boundary inference via automated bug detection
US10482000B2 (en) 2017-04-24 2019-11-19 Microsoft Technology Licensing, Llc Machine learned decision guidance for alerts originating from monitoring systems
US10691449B2 (en) * 2017-04-27 2020-06-23 Microsoft Technology Licensing, Llc Intelligent automatic merging of source control queue items
US10684851B2 (en) * 2017-11-03 2020-06-16 Vmware, Inc. Predicting software build outcomes
US10949329B2 (en) * 2017-12-26 2021-03-16 Oracle International Corporation Machine defect prediction based on a signature
US11455566B2 (en) 2018-03-16 2022-09-27 International Business Machines Corporation Classifying code as introducing a bug or not introducing a bug to train a bug detection algorithm
US11810026B2 (en) 2018-04-19 2023-11-07 Seacoast Banking Corporation of Florida Predictive data analysis using value-based predictive inputs
US10769057B2 (en) 2018-05-09 2020-09-08 International Business Machines Corporation Identifying potential errors in code using machine learning
CN108833478A (zh) * 2018-05-17 2018-11-16 惠州超声音响有限公司 一种通过dfu成功率预测模型进行固件升级的方法及系统
US11288065B2 (en) * 2018-07-02 2022-03-29 International Business Machines Corporation Devops driven cognitive cost function for software defect prediction
US10884893B2 (en) 2018-08-24 2021-01-05 International Business Machines Corporation Detecting software build errors using machine learning
US10754755B2 (en) 2018-09-28 2020-08-25 Cotiviti, Inc. Automatically validating data incorporated into a computer program
US11163552B2 (en) * 2019-04-15 2021-11-02 International Business Machines Corporation Federated framework for container management
US11625315B2 (en) 2019-05-29 2023-04-11 Microsoft Technology Licensing, Llc Software regression recovery via automated detection of problem change lists
US11157384B2 (en) * 2019-06-27 2021-10-26 Intel Corporation Methods, systems, articles of manufacture and apparatus for code review assistance for dynamically typed languages
US11599354B2 (en) 2019-07-18 2023-03-07 Microsoft Technology Licensing, Llc Detecting misconfiguration and/or bug(s) in large service(s) using correlated change analysis
US11119888B2 (en) * 2019-07-31 2021-09-14 Ss&C Technologies, Inc. Data verification system
US11768701B2 (en) * 2019-09-17 2023-09-26 Western Digital Technologies, Inc. Exception analysis for data storage devices
CN110851353B (zh) * 2019-10-22 2023-03-31 天津大学 一种基于Delta Debugging与约束求解的并发程序缺陷定位方法
US11463478B2 (en) 2019-10-29 2022-10-04 International Business Machines Corporation Remediation strategy optimization for development, security and operations (DevSecOps)
US11379220B2 (en) 2019-11-25 2022-07-05 International Business Machines Corporation Vector embedding of relational code sets
US20210192321A1 (en) * 2019-12-18 2021-06-24 X Development Llc Generation and utilization of code change intents
CN111008038B (zh) * 2019-12-19 2022-08-02 南京邮电大学 一种基于逻辑回归模型的pull request被合并概率的计算方法
US11662997B2 (en) * 2020-02-20 2023-05-30 Appsurify, Inc. Systems and methods for software and developer management and evaluation
US11556815B1 (en) 2020-03-19 2023-01-17 Wells Fargo Bank, N.A. Systems and methods for using machine learning for managing application incidents
US11144435B1 (en) 2020-03-30 2021-10-12 Bank Of America Corporation Test case generation for software development using machine learning
US11036613B1 (en) 2020-03-30 2021-06-15 Bank Of America Corporation Regression analysis for software development and management using machine learning
US11334351B1 (en) 2020-04-28 2022-05-17 Allstate Insurance Company Systems and methods for software quality prediction
US11301244B1 (en) * 2020-11-16 2022-04-12 International Business Machines Corporation Machine learning based tracking of derivaitive code
US12124924B2 (en) * 2020-11-17 2024-10-22 International Business Machines Corporation Machine-learning model to predict probability of success of an operator in a PaaS cloud environment
US11422795B2 (en) * 2020-11-23 2022-08-23 Cerner Innovation, Inc. System and method for predicting the impact of source code modification based on historical source code modifications
US11599355B2 (en) * 2021-06-21 2023-03-07 Microsoft Technology Licensing, Llc Application module version management
US11816476B2 (en) * 2021-09-23 2023-11-14 Fidelity Information Services, Llc Systems and methods for risk awareness using machine learning techniques
US11947940B2 (en) * 2021-10-11 2024-04-02 International Business Machines Corporation Training data augmentation via program simplification
US12367277B2 (en) 2021-11-01 2025-07-22 Bank Of America Corporation Systems and methods for automated change review for enhanced network and data security
US11645188B1 (en) 2021-11-16 2023-05-09 International Business Machines Corporation Pull request risk prediction for bug-introducing changes
US20240143787A1 (en) * 2022-10-28 2024-05-02 Bugcrowd Inc. Matching software systems with users for identifying system defects
US12608483B2 (en) * 2022-12-12 2026-04-21 Micro Focus Llc Comprehensive software supply chain analysis
US12229548B1 (en) 2023-01-19 2025-02-18 Wells Fargo Bank, N.A. Assessment of development team factors
US12417288B1 (en) 2023-02-02 2025-09-16 Wells Fargo Bank, N.A. Software asset health score
US12417091B2 (en) 2023-09-17 2025-09-16 Bank Of America Corporation Auto healing of runtime exceptions using intelligent build system and generative AI
US12608178B2 (en) 2024-01-26 2026-04-21 U.S. Bank National Association Auditable authorship attribution with automatically applied authorship tokens
US12493775B2 (en) 2024-01-26 2025-12-09 U.S. Bank National Association Auditable authorship attribution with event tracking and mock content
WO2025160271A1 (en) 2024-01-26 2025-07-31 U.S. Bank National Association Improving content editing software via automatic and auditable authorship attribution
US12061902B1 (en) 2024-01-26 2024-08-13 U.S. Bank National Association Auditable authorship attribution with automatically applied authorship tokens

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030131284A1 (en) 2002-01-07 2003-07-10 Flanagan Cormac Andrias Method and apparatus for organizing warning messages
US20040060044A1 (en) 2002-09-20 2004-03-25 International Business Machines Corporation Method and apparatus for automatic updating and testing of software
US20070006041A1 (en) 2005-06-30 2007-01-04 Frank Brunswig Analytical regression testing on a software build
US20110041120A1 (en) 2009-08-11 2011-02-17 Mocrosoft Corporation Predicting defects in code
US20110067005A1 (en) 2009-09-11 2011-03-17 International Business Machines Corporation System and method to determine defect risks in software solutions

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6149318A (en) * 1997-04-15 2000-11-21 Samuel C. Kendall Link-time and run-time error detection, and program instrumentation
JP3842592B2 (ja) * 2001-07-26 2006-11-08 株式会社東芝 変更危険度測定システム、変更危険度測定方法及び変更危険度測定プログラム
US7437713B2 (en) * 2002-01-10 2008-10-14 Microsoft Corporation Automated system that tests software on multiple computers
US8126768B2 (en) * 2005-09-13 2012-02-28 Computer Associates Think, Inc. Application change request to deployment maturity model
JP4914609B2 (ja) * 2005-12-28 2012-04-11 富士通株式会社 ソースコード問題予測プログラム
US20080104573A1 (en) 2006-10-25 2008-05-01 Microsoft Corporation Software build validation before check-in
WO2008055156A2 (en) * 2006-10-30 2008-05-08 The Trustees Of Columbia University In The City Of New York Methods, media, and systems for detecting an anomalous sequence of function calls
US20080120598A1 (en) 2006-11-20 2008-05-22 Viewtier Systems, Inc. Method and apparatus of a build management system
US8161458B2 (en) * 2007-09-27 2012-04-17 Oracle America, Inc. Method and apparatus to increase efficiency of automatic regression in “two dimensions”
WO2009089294A2 (en) * 2008-01-08 2009-07-16 Teamstudio, Inc. Methods and systems for generating software quality index
US7506312B1 (en) * 2008-01-31 2009-03-17 International Business Machines Corporation Method and system for automatically determining risk areas to retest
US8495603B2 (en) * 2008-08-11 2013-07-23 International Business Machines Corporation Generating an executable version of an application using a distributed compiler operating on a plurality of compute nodes
US8312430B2 (en) 2008-08-27 2012-11-13 International Business Machines Corporation Guarding code check-in with test case execution results
KR101049718B1 (ko) * 2008-12-29 2011-07-19 에스케이 텔레콤주식회사 소프트웨어 분리 실행 방법, 장치 및 컴퓨터로 읽을 수 있는 기록매체
US8285662B2 (en) 2009-01-29 2012-10-09 International Business Machines Corporation Framework for delta analysis during automated builds
US20110321007A1 (en) * 2010-06-29 2011-12-29 International Business Machines Corporation Targeting code sections for correcting computer program product defects using records of a defect tracking system
US20130311968A1 (en) * 2011-11-09 2013-11-21 Manoj Sharma Methods And Apparatus For Providing Predictive Analytics For Software Development

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030131284A1 (en) 2002-01-07 2003-07-10 Flanagan Cormac Andrias Method and apparatus for organizing warning messages
US20040060044A1 (en) 2002-09-20 2004-03-25 International Business Machines Corporation Method and apparatus for automatic updating and testing of software
US20070006041A1 (en) 2005-06-30 2007-01-04 Frank Brunswig Analytical regression testing on a software build
US20110041120A1 (en) 2009-08-11 2011-02-17 Mocrosoft Corporation Predicting defects in code
US20110067005A1 (en) 2009-09-11 2011-03-17 International Business Machines Corporation System and method to determine defect risks in software solutions

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Publication number Publication date
US20140053135A1 (en) 2014-02-20
CN104583947A (zh) 2015-04-29
US9542176B2 (en) 2017-01-10
JP2015526820A (ja) 2015-09-10
EP2885701A1 (en) 2015-06-24
CN104583947B (zh) 2018-11-06
KR20150046088A (ko) 2015-04-29
JP6280551B2 (ja) 2018-02-14
WO2014031452A1 (en) 2014-02-27
EP2885701B1 (en) 2021-09-22

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