JP6280551B2 - ソフトウェアビルドエラーの予測 - Google Patents
ソフトウェアビルドエラーの予測 Download PDFInfo
- Publication number
- JP6280551B2 JP6280551B2 JP2015528542A JP2015528542A JP6280551B2 JP 6280551 B2 JP6280551 B2 JP 6280551B2 JP 2015528542 A JP2015528542 A JP 2015528542A JP 2015528542 A JP2015528542 A JP 2015528542A JP 6280551 B2 JP6280551 B2 JP 6280551B2
- Authority
- JP
- Japan
- Prior art keywords
- software
- change
- build
- probabilities
- software 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
Links
Images
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)
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 (3)
| Publication Number | Publication Date |
|---|---|
| JP2015526820A JP2015526820A (ja) | 2015-09-10 |
| JP2015526820A5 JP2015526820A5 (enExample) | 2016-09-29 |
| JP6280551B2 true JP6280551B2 (ja) | 2018-02-14 |
Family
ID=49083770
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2015528542A Expired - Fee Related JP6280551B2 (ja) | 2012-08-20 | 2013-08-16 | ソフトウェアビルドエラーの予測 |
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)
| 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)
| 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 |
-
2012
- 2012-08-20 US US13/589,180 patent/US9542176B2/en not_active Expired - Fee Related
-
2013
- 2013-08-16 CN CN201380044308.XA patent/CN104583947B/zh not_active Expired - Fee Related
- 2013-08-16 KR KR1020157005785A patent/KR102101050B1/ko active Active
- 2013-08-16 JP JP2015528542A patent/JP6280551B2/ja not_active Expired - Fee Related
- 2013-08-16 EP EP13753956.5A patent/EP2885701B1/en not_active Not-in-force
- 2013-08-16 WO PCT/US2013/055226 patent/WO2014031452A1/en not_active Ceased
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 |
| CN104583947B (zh) | 2018-11-06 |
| US9542176B2 (en) | 2017-01-10 |
| KR20150046088A (ko) | 2015-04-29 |
| EP2885701B1 (en) | 2021-09-22 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP6280551B2 (ja) | ソフトウェアビルドエラーの予測 | |
| US9588876B2 (en) | Estimating likelihood of code changes introducing defects | |
| US10423403B1 (en) | Utilizing a machine learning model to predict metrics for an application development process | |
| US9471470B2 (en) | Automatically recommending test suite from historical data based on randomized evolutionary techniques | |
| US9378124B1 (en) | Software testing optimizer | |
| US9280331B2 (en) | Hash-based change tracking for software make tools | |
| US10839314B2 (en) | Automated system for development and deployment of heterogeneous predictive models | |
| JP2023510951A (ja) | モノリシック・アプリケーションのマイクロサービス分解戦略 | |
| US10146531B2 (en) | Method and apparatus for generating a refactored code | |
| CN112181951B (zh) | 一种异构数据库数据迁移方法、装置及设备 | |
| Sahin et al. | A conceptual replication on predicting the severity of software vulnerabilities | |
| EP3685258B1 (en) | Ranking of software code parts | |
| US12073297B2 (en) | System performance optimization | |
| CN118159943A (zh) | 人工智能模型学习自省 | |
| US20210224245A1 (en) | Data configuration, management, and testing | |
| CN120447910A (zh) | 代码生成方法、装置、设备和计算机程序产品 | |
| JP7259932B2 (ja) | 仮説検証装置、仮説検証方法、及びプログラム | |
| US20220058519A1 (en) | Open feature library management | |
| US20250245216A1 (en) | Machine learning model prompt hydration via prompt registry and context store | |
| US20250390423A1 (en) | Executable code fault detection | |
| US20230222376A1 (en) | Dynamic quantum compute insertion | |
| Sun et al. | On-the-fly Generation-Quality Enhancement of Deep Code Models via Model Collaboration | |
| WO2024042030A1 (en) | A method for enabling a first electronic device to monitor a program in a development environment and related first electronic device | |
| CN121166548A (en) | Full-flow automatic unit testing method, equipment and medium for AI chip operator |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20151130 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20160810 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20160810 |
|
| A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20170712 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20170724 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20170829 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20171222 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20180119 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 6280551 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| LAPS | Cancellation because of no payment of annual fees | ||
| RD02 | Notification of acceptance of power of attorney |
Free format text: JAPANESE INTERMEDIATE CODE: R3D02 |