CN104583947B - 预测软件构建错误 - Google Patents

预测软件构建错误 Download PDF

Info

Publication number
CN104583947B
CN104583947B CN201380044308.XA CN201380044308A CN104583947B CN 104583947 B CN104583947 B CN 104583947B CN 201380044308 A CN201380044308 A CN 201380044308A CN 104583947 B CN104583947 B CN 104583947B
Authority
CN
China
Prior art keywords
software
change
list
probability
build
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.)
Expired - Fee Related
Application number
CN201380044308.XA
Other languages
English (en)
Chinese (zh)
Other versions
CN104583947A (zh
Inventor
C·伯德
T·齐默尔曼
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 CN104583947A publication Critical patent/CN104583947A/zh
Application granted granted Critical
Publication of CN104583947B publication Critical patent/CN104583947B/zh
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/70—Software maintenance or management
    • G06F8/71—Version control; Configuration management
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/008—Reliability or availability analysis

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Debugging And Monitoring (AREA)
  • Stored Programmes (AREA)
CN201380044308.XA 2012-08-20 2013-08-16 预测软件构建错误 Expired - Fee Related CN104583947B (zh)

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

Publications (2)

Publication Number Publication Date
CN104583947A CN104583947A (zh) 2015-04-29
CN104583947B true CN104583947B (zh) 2018-11-06

Family

ID=49083770

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201380044308.XA Expired - Fee Related CN104583947B (zh) 2012-08-20 2013-08-16 预测软件构建错误

Country Status (6)

Country Link
US (1) US9542176B2 (enExample)
EP (1) EP2885701B1 (enExample)
JP (1) JP6280551B2 (enExample)
KR (1) KR102101050B1 (enExample)
CN (1) CN104583947B (enExample)
WO (1) WO2014031452A1 (enExample)

Families Citing this family (72)

* 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
US10175978B2 (en) 2016-11-04 2019-01-08 International Business Machines Corporation Monitoring code sensitivity to cause software build breaks during software project development
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
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
US11288592B2 (en) * 2017-03-24 2022-03-29 Microsoft Technology Licensing, Llc Bug categorization and team boundary inference via automated bug detection
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
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
US11036613B1 (en) 2020-03-30 2021-06-15 Bank Of America Corporation Regression analysis for software development and management using machine learning
US11144435B1 (en) 2020-03-30 2021-10-12 Bank Of America Corporation Test case generation for software development 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
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
US20240193276A1 (en) * 2022-12-12 2024-06-13 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
US12061902B1 (en) 2024-01-26 2024-08-13 U.S. Bank National Association Auditable authorship attribution with automatically applied authorship tokens
WO2025160271A1 (en) 2024-01-26 2025-07-31 U.S. Bank National Association Improving content editing software via automatic and auditable authorship attribution
US12493775B2 (en) 2024-01-26 2025-12-09 U.S. Bank National Association Auditable authorship attribution with event tracking and mock content

Family Cites Families (22)

* 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
US6978443B2 (en) * 2002-01-07 2005-12-20 Hewlett-Packard Development Company, L.P. Method and apparatus for organizing warning messages
US7437713B2 (en) * 2002-01-10 2008-10-14 Microsoft Corporation Automated system that tests software on multiple computers
US7216343B2 (en) * 2002-09-20 2007-05-08 International Business Machines Corporation Method and apparatus for automatic updating and testing of software
US7840944B2 (en) * 2005-06-30 2010-11-23 Sap Ag Analytical regression testing on a software build
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”
US20110022551A1 (en) * 2008-01-08 2011-01-27 Mark Dixon 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
US9378015B2 (en) * 2009-08-11 2016-06-28 Microsoft Technology Licensing, Llc Predicting defects in code
US8495583B2 (en) * 2009-09-11 2013-07-23 International Business Machines Corporation System and method to determine defect risks in software solutions
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

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Predicting Fault Incidence Using Software Change History;Todd L. Graves;《IEEE》;20000701;第653-661页 *

Also Published As

Publication number Publication date
EP2885701A1 (en) 2015-06-24
WO2014031452A1 (en) 2014-02-27
US20140053135A1 (en) 2014-02-20
JP2015526820A (ja) 2015-09-10
CN104583947A (zh) 2015-04-29
KR102101050B1 (ko) 2020-04-14
JP6280551B2 (ja) 2018-02-14
US9542176B2 (en) 2017-01-10
KR20150046088A (ko) 2015-04-29
EP2885701B1 (en) 2021-09-22

Similar Documents

Publication Publication Date Title
CN104583947B (zh) 预测软件构建错误
US11662997B2 (en) Systems and methods for software and developer management and evaluation
AU2019200046B2 (en) Utilizing artificial intelligence to test cloud applications
US11934298B2 (en) Defect prediction operation
Ahmed et al. Capbug-a framework for automatic bug categorization and prioritization using nlp and machine learning algorithms
US9588876B2 (en) Estimating likelihood of code changes introducing defects
US10423403B1 (en) Utilizing a machine learning model to predict metrics for an application development process
US20240095027A1 (en) Software development quality assessment
US10146531B2 (en) Method and apparatus for generating a refactored code
CN109934341A (zh) 训练、验证以及监测人工智能和机器学习的模型
Fu et al. A machine learning based ensemble method for automatic multiclass classification of decisions
Bayram et al. Towards trustworthy machine learning in production: An overview of the robustness in mlops approach
Liu et al. VALAR: Streamlining Alarm Ranking in Static Analysis with Value-Flow Assisted Active Learning
CN117370186A (zh) 代码异常检测方法、装置、电子设备及可读存储介质
JP2016167180A (ja) デバッグ支援装置、デバッグ支援システム、デバッグ支援方法、および、デバッグ支援プログラム
Juddoo Investigating Data Repair steps for EHR Big Data
US20250053473A1 (en) Event handling for digitalised processes
EP4530963A1 (en) System and method for optimizing carbon footprint associated with software applications
Almhana et al. Method-Level Bug Localization: A Hybrid Multi-objective Search Approach
Hara Multiple Bug Detection And Effort Estimation Framework For Open-Source Projects
Sawadpong Defect prediction using exception handling method call structures
Kıran et al. Prioritization of Regression Test Cases Based on Machine Learning Methods
da Silva Duarte Software Repository Mining Analytics to Estimate Software Component Reliability
US20170364807A1 (en) Identification of application message types

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right

Effective date of registration: 20171020

Address after: Washington State

Applicant after: MICROSOFT TECHNOLOGY LICENSING, LLC

Address before: Washington State

Applicant before: Microsoft Corp.

TA01 Transfer of patent application right
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20181106

CF01 Termination of patent right due to non-payment of annual fee