An automated refactoring approach for asynchronous mechanism
As synchronous blocking wastes system resources and affects program performance in concurrent processing,an automatic refactoring approach based on the asynchronous mechanism of CompletableFuture was proposed.Firstly,several static analyses by Wala static program analysis tool,such as visitor patter...
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Hebei University of Science and Technology
2021
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oai:doaj.org-article:b059e733e109466088bc2e7ec86d7d772021-11-23T07:09:07ZAn automated refactoring approach for asynchronous mechanism1008-154210.7535/hbkd.2021yx05008https://doaj.org/article/b059e733e109466088bc2e7ec86d7d772021-10-01T00:00:00Zhttp://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b202105008&flag=1&journal_https://doaj.org/toc/1008-1542As synchronous blocking wastes system resources and affects program performance in concurrent processing,an automatic refactoring approach based on the asynchronous mechanism of CompletableFuture was proposed.Firstly,several static analyses by Wala static program analysis tool,such as visitor pattern analysis,alias analysis,and data flow analysis were used in this approach,so that the operation mode of shared variable data was determined.Then four asynchronous refactoring modes were set based on the asynchronous mechanism of CompletableFuture.Finally,the code was refactored according to different modes.An automatic tool AsynRef was implemented by Eclipse and four large-scale practical applications such as HSQLDB,Jenkins,JGroups,and SPECjbb2005 were automatically refactored by AsynRef.AsynRef was evaluated via the number of refactored locks,changed lines of code,accuracy,program performance after refactoring.Among the 919 synchronous methods contained in the four programs,387 asynchronous mechanism conversions were completed.After Asynref was used for asynchronous mechanism refactoring,the program execution performance was improved by 8% to 39%.AsynRef can refactor for aynchronized mechanism effectively.Compared to manual refactoring,the refactoring efficiency is improved significantly.[HQ]Minghan JILin QIYang ZHANGShicheng DONGChaoshuai LIHebei University of Science and Technologyarticleconcurrent processing; synchronization mechanism; asynchronous mechanism; static program analysis; automatic refactoringTechnologyTZHJournal of Hebei University of Science and Technology, Vol 42, Iss 5, Pp 499-507 (2021) |
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concurrent processing; synchronization mechanism; asynchronous mechanism; static program analysis; automatic refactoring Technology T |
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concurrent processing; synchronization mechanism; asynchronous mechanism; static program analysis; automatic refactoring Technology T Minghan JI Lin QI Yang ZHANG Shicheng DONG Chaoshuai LI An automated refactoring approach for asynchronous mechanism |
description |
As synchronous blocking wastes system resources and affects program performance in concurrent processing,an automatic refactoring approach based on the asynchronous mechanism of CompletableFuture was proposed.Firstly,several static analyses by Wala static program analysis tool,such as visitor pattern analysis,alias analysis,and data flow analysis were used in this approach,so that the operation mode of shared variable data was determined.Then four asynchronous refactoring modes were set based on the asynchronous mechanism of CompletableFuture.Finally,the code was refactored according to different modes.An automatic tool AsynRef was implemented by Eclipse and four large-scale practical applications such as HSQLDB,Jenkins,JGroups,and SPECjbb2005 were automatically refactored by AsynRef.AsynRef was evaluated via the number of refactored locks,changed lines of code,accuracy,program performance after refactoring.Among the 919 synchronous methods contained in the four programs,387 asynchronous mechanism conversions were completed.After Asynref was used for asynchronous mechanism refactoring,the program execution performance was improved by 8% to 39%.AsynRef can refactor for aynchronized mechanism effectively.Compared to manual refactoring,the refactoring efficiency is improved significantly.[HQ] |
format |
article |
author |
Minghan JI Lin QI Yang ZHANG Shicheng DONG Chaoshuai LI |
author_facet |
Minghan JI Lin QI Yang ZHANG Shicheng DONG Chaoshuai LI |
author_sort |
Minghan JI |
title |
An automated refactoring approach for asynchronous mechanism |
title_short |
An automated refactoring approach for asynchronous mechanism |
title_full |
An automated refactoring approach for asynchronous mechanism |
title_fullStr |
An automated refactoring approach for asynchronous mechanism |
title_full_unstemmed |
An automated refactoring approach for asynchronous mechanism |
title_sort |
automated refactoring approach for asynchronous mechanism |
publisher |
Hebei University of Science and Technology |
publishDate |
2021 |
url |
https://doaj.org/article/b059e733e109466088bc2e7ec86d7d77 |
work_keys_str_mv |
AT minghanji anautomatedrefactoringapproachforasynchronousmechanism AT linqi anautomatedrefactoringapproachforasynchronousmechanism AT yangzhang anautomatedrefactoringapproachforasynchronousmechanism AT shichengdong anautomatedrefactoringapproachforasynchronousmechanism AT chaoshuaili anautomatedrefactoringapproachforasynchronousmechanism AT minghanji automatedrefactoringapproachforasynchronousmechanism AT linqi automatedrefactoringapproachforasynchronousmechanism AT yangzhang automatedrefactoringapproachforasynchronousmechanism AT shichengdong automatedrefactoringapproachforasynchronousmechanism AT chaoshuaili automatedrefactoringapproachforasynchronousmechanism |
_version_ |
1718416845725237248 |