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On the impact of Performance Antipatterns in multi-objective software model refactoring optimization [article]

Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci
<span title="2021-07-13">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We have applied our approach on a train ticket booking service case study, and we have focused the analysis on the impact of performance antipatterns on the quality of solutions.  ...  In this paper, we present an approach that exploits the NSGA-II multi-objective evolutionary algorithm to search optimal Pareto solution frontiers for software refactoring while considering as objectives  ...  In particular, we are interested in studying the impact of performance antipatterns on the quality of refactoring solutions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.06127v1">arXiv:2107.06127v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rlac4j76aze3xoacuu7trq4ihm">fatcat:rlac4j76aze3xoacuu7trq4ihm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715195629/https://arxiv.org/pdf/2107.06127v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3e/1b/3e1b395a0a0bd5b163ecd9591a97dc4995e9dea4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.06127v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Software performance antipatterns

Connie U. Smith, Lloyd G. Williams
<span title="">2000</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a6eoskb7xzft3ansovztbmb2a4" style="color: black;">Proceedings of the second international workshop on Software and performance - WOSP &#39;00</a> </i> &nbsp;
Patterns capture expert knowledge about "best practices" in software design in a form that allows that knowledge to be reused and applied in the design of many different types of software.  ...  We also propose three new performance antipatterns that often occur in software systems. Antipatterns address software architecture and design as well as the software development process itself.  ...  The presence of a "god" class in a design also has a negative impact on performance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/350391.350420">doi:10.1145/350391.350420</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wosp/SmithW00.html">dblp:conf/wosp/SmithW00</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5fpjdu2zjrea7jikyojihvumja">fatcat:5fpjdu2zjrea7jikyojihvumja</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809015716/http://www.perfeng.com/papers/antipat.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/08/65089c4eb900974086481f1513bab7565e943f21.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/350391.350420"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Guilt-based handling of software performance antipatterns in palladio architectural models

Catia Trubiani, Anne Koziolek, Vittorio Cortellessa, Ralf Reussner
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kqzhqyka2ffqdlbon77fd6trwm" style="color: black;">Journal of Systems and Software</a> </i> &nbsp;
Software Performance Antipatterns document common performance problems in the design as well as their solutions.  ...  In order to optimise such process we introduce a ranking methodology that identifies, among a set of detected antipatterns, the "guilty" ones, i.e. the antipatterns that more likely contribute to the violation  ...  This work was partially supported by the European Office of Aerospace Research and Development (EOARD), Grant Cooperative Agreement (Award no. FA8655-11-1-3055), and VISION ERC project (ERC-240555).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2014.03.081">doi:10.1016/j.jss.2014.03.081</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nzqpgvlsvfd3fjgxl6wnrvulmu">fatcat:nzqpgvlsvfd3fjgxl6wnrvulmu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809084912/https://sdqweb.ipd.kit.edu/publications/pdfs/trubiani2014a.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/21/2a/212af83a83199909186aa46314abc5e3cda5d61c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2014.03.081"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

An Empirical Study of the Impact of Two Antipatterns, Blob and Spaghetti Code, on Program Comprehension

Marwen Abbes, Foutse Khomh, Yann-Gael Gueheneuc, Giuliano Antoniol
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7bxtpp5fdjfohafns6t4goc57q" style="color: black;">2011 15th European Conference on Software Maintenance and Reengineering</a> </i> &nbsp;
We designed and conducted three experiments, with 24 subjects each, to collect data on the performance of developers on basic tasks related to program comprehension and assessed the impact of two antipatterns  ...  Antipatterns are "poor" solutions to recurring design problems which are conjectured in the literature to make object-oriented systems harder to maintain.  ...  Acknowledgement This work has been partly funded by the Canada Research Chairs on Software Patterns and Patterns of Software and on Software Change and Evolution.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csmr.2011.24">doi:10.1109/csmr.2011.24</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/csmr/AbbesKGA11.html">dblp:conf/csmr/AbbesKGA11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uxi63mdvlzfx7cgubffwp2q3wu">fatcat:uxi63mdvlzfx7cgubffwp2q3wu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180412195124/http://swat.polymtl.ca:80/~foutsekh/docs/Prop-CSMR11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cd/09/cd09510cb4e7f58758fb1e61c358a2968655d60f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csmr.2011.24"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

30 Years of Software Refactoring Research:A Systematic Literature Review [article]

Chaima Abid, Vahid Alizadeh, Marouane Kessentini, Thiago do Nascimento Ferreira, Danny Dig
<span title="2020-07-04">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Due to the growing complexity of software systems, there has been a dramatic increase and industry demand for tools and techniques on software refactoring in the last ten years, defined traditionally as  ...  Refactoring studies are expanded beyond code-level restructuring to be applied at different levels (architecture, model, requirements, etc.), adopted in many domains beyond the object-oriented paradigm  ...  evolutionary algorithms, multi objective optimization, multi-objective programming, vector optimization, multi-criteria optimization, multi-attribute optimization, Pareto optimization, Evolutionary  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.02194v1">arXiv:2007.02194v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kdluwrgifnaxfginnnyk7t7u4y">fatcat:kdluwrgifnaxfginnnyk7t7u4y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200710134008/https://arxiv.org/ftp/arxiv/papers/2007/2007.02194.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.02194v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Detecting Performance Antipatterns in Com-ponent Based Enterprise Systems

Trevor Parsons, John Murphy
<span title="">2008</span> <i title="AITO - Association Internationale pour les Technologies Objets"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pwjrjz7zwnb2rcboggur7p2mwq" style="color: black;">Journal of Object Technology</a> </i> &nbsp;
We introduce an approach for automatic detection of performance antipatterns. The approach is based on a number of advanced monitoring and analysis techniques.  ...  This information is subsequently used to reconstruct a design model of the underlying system, which is loaded into a rule engine in order to identify predefined antipatterns.  ...  As part of our future work we intend to automatically assess the performance impact of the detected antipatterns such that developers can concentrate their efforts on refactoring the antipatterns with  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5381/jot.2008.7.3.a1">doi:10.5381/jot.2008.7.3.a1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bqefg3zhbbgorhuxa466fzvxgq">fatcat:bqefg3zhbbgorhuxa466fzvxgq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20081002133538/http://www.csi.ucd.ie/Staff/jmurphy/publications/1331.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8d/29/8d29e2b3d9766f36eb377cc228bf183b7a769db5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5381/jot.2008.7.3.a1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Maintainability defects detection and correction: a multi-objective approach

Ali Ouni, Marouane Kessentini, Houari Sahraoui, Mounir Boukadoum
<span title="2012-01-19">2012</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ye52j2q6jbdgzp3ouuhpljlg6q" style="color: black;">Automated Software Engineering : An International Journal</a> </i> &nbsp;
A correction solution is defined as the combination of refactoring operations that should maximize as much as possible the number of corrected defects with minimal code modification effort.  ...  For six open source projects, we succeeded in detecting the majority of known defects, and the proposed corrections fixed most of them with minimal effort.  ...  Thus, we propose to consider refactoring as a multi-objective optimization problem instead of a single-objective one.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10515-011-0098-8">doi:10.1007/s10515-011-0098-8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jdgk3dcd2bbwxi5yymttijhlyy">fatcat:jdgk3dcd2bbwxi5yymttijhlyy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160824182043/http://ouniali.github.io:80/papers/ASE2013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6b/f8/6bf8c246f1fce5fcce692fcd2f3959922f0b460b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10515-011-0098-8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Large Scale Empirical Study of the Impact of Spaghetti Code and Blob Anti-patterns on Program Comprehension

Cristiano Politowski, Foutse Khomh, Simone Romano, Giuseppe Scanniello, Fabio Petrillo, Yann-Gaël Guéhéneuc, Abdou Maiga
<span title="">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/43ycbq2sebfnzi23a5qkxwni2y" style="color: black;">Information and Software Technology</a> </i> &nbsp;
Objective: In this work, we provide a complete assessment of the impact of two instances of two anti-patterns, Blob or Spaghetti Code, on program comprehension.  ...  Hence, we recommend that developers act on both anti-patterns, which should be refactored out of the source code whenever possible.  ...  Acknowledgements The authors thank all the anonymous participants for their time and efforts. The authors have been partly supported by  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2020.106278">doi:10.1016/j.infsof.2020.106278</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7epuwxxugbaulc4vl4yknmk754">fatcat:7epuwxxugbaulc4vl4yknmk754</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200918044914/https://arxiv.org/pdf/2009.02438v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2020.106278"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Using AntiPatterns to avoid MLOps Mistakes [article]

Nikhil Muralidhar, Sathappah Muthiah, Patrick Butler, Manish Jain, Yu Yu, Katy Burne, Weipeng Li, David Jones, Prakash Arunachalam, Hays 'Skip' McCormick, Naren Ramakrishnan
<span title="2021-06-30">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
These lessons are presented in the form of antipatterns.  ...  We describe lessons learned from developing and deploying machine learning models at scale across the enterprise in a range of financial analytics applications.  ...  not just in terms of predictive performance but in terms of a multi-stage decision making loop involving humans.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.00079v1">arXiv:2107.00079v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ebarsuunhjep3kmxggwvstxenm">fatcat:ebarsuunhjep3kmxggwvstxenm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210707013804/https://arxiv.org/pdf/2107.00079v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a9/10/a9101c49bb6ee02358928ad58d38503e745ded2f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.00079v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Survey of Performance Optimization for Mobile Applications

Max Hort, Maria Kechagia, Federica Sarro, Mark Harman
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dthyqga2onff5nwf4agwqtrhxi" style="color: black;">IEEE Transactions on Software Engineering</a> </i> &nbsp;
For each performance characteristic, we categorize optimization approaches based on the method used in the corresponding publications.  ...  We collected 156 unique publications, published between 2008 and 2020, that focus on the optimization of performance of mobile applications.  ...  Automatic refactoring has been applied for both responsiveness and energy, individually. It could therefore be interesting to apply refactoring in a multi-objective setting, to optimize both.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tse.2021.3071193">doi:10.1109/tse.2021.3071193</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/76q5in4vffa2vobanvf4hwer4q">fatcat:76q5in4vffa2vobanvf4hwer4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715043220/https://discovery.ucl.ac.uk/id/eprint/10126540/1/09397392.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ce/09/ce09246a36c43dc0c7159894e20391d67ffff5c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tse.2021.3071193"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Performance assessment of an architecture with adaptative interfaces for people with special needs

Elena Gómez-Martínez, Rafael Gonzalez-Cabero, Jose Merseguer
<span title="2014-03-18">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73dwwe6bxbfctibeikedgeom3m" style="color: black;">Empirical Software Engineering</a> </i> &nbsp;
The assessment, based on performance patterns and antipatterns, tries to detect performance issues and also tries to enhance the architecture design for improving system performance.  ...  As a result of the assessment, the initial design changed substantially. We refactorized the design according to the Fast Path pattern and The Ramp antipattern.  ...  We would like to thank Jose´ Antonio Gutie´rrez for his work in the experimental tests and Marta Alvargonza´lez, Esteban Etayo and Fausto Sainz for their help.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-013-9297-1">doi:10.1007/s10664-013-9297-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ywzasi36nnf4rem6makogkgpzy">fatcat:ywzasi36nnf4rem6makogkgpzy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171120155007/https://core.ac.uk/download/pdf/33173208.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8c/11/8c11e3eb27417510446339f5e07aeb43aa703121.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-013-9297-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Performance Antipatterns as Logical Predicates

Vittorio Cortellessa, Antinisca Di Marco, Catia Trubiani
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z2hn4t7hyrh43expek7eauvlua" style="color: black;">2010 15th IEEE International Conference on Engineering of Complex Computer Systems</a> </i> &nbsp;
To this aim, we model performance antipatterns as logical predicates and we provide a java engine, based on such predicates, that is able to detect performance antipatterns in an XML representation of  ...  The problem of interpreting the results of performance analysis is quite critical in the software performance domain.  ...  ACKNOWLEDGMENT This work has been partly supported by the Project PACO (Performability-Aware Computing: Logics, Models, and Languages).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iceccs.2010.44">doi:10.1109/iceccs.2010.44</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iceccs/CortellessaMT10.html">dblp:conf/iceccs/CortellessaMT10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cpp47j2c2vgg7cwe765x42futy">fatcat:cpp47j2c2vgg7cwe765x42futy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709231208/https://cs.gssi.infn.it/catia.trubiani/download/002-2009-report.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/31/87/318713c533e7e969d371722287042484c6d00190.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iceccs.2010.44"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Performance Antipattern Detection through fUML Model Library

Davide Arcelli, Luca Berardinelli, Catia Trubiani
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a6eoskb7xzft3ansovztbmb2a4" style="color: black;">Proceedings of the 2015 Workshop on Challenges in Performance Methods for Software Development - WOSP &#39;15</a> </i> &nbsp;
., the number of sent messages) are monitored while simulating the specified software model, in order to point out the model elements that most likely contribute for performance flaws.  ...  In this paper, we present a model-driven framework that enables an early detection of performance antipatterns, i.e., without generating performance models.  ...  negative impact on performance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2693561.2693565">doi:10.1145/2693561.2693565</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wosp/ArcelliBT15.html">dblp:conf/wosp/ArcelliBT15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2mtrpasusngp7lwooofy6ynncm">fatcat:2mtrpasusngp7lwooofy6ynncm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151123173949/http://www.di.univaq.it:80/davide.arcelli/resources/papers/ABT-WOSP-C2015.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9d/6c/9d6c17f38688d2b5aaf4bb49117ac1cd9c08be23.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2693561.2693565"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Prioritizing the refactoring need for critical component using combined approach

Rajni Sehgal, Deepti Mehrotra, Manju Bala
<span title="">2018</span> <i title="Growing Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nxkl7mxyfvawxb6g5fakhiw2eq" style="color: black;">Decision Science Letters</a> </i> &nbsp;
To evaluate the objective contribution to Refactoring Index one should identify the code smells from the code using the mathematical model.  ...  Variations in ranking using objective, subjective and combined approach Conclusion As significant effort is required in refactoring thus, it is always a choice of software architect to optimize the whole  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5267/j.dsl.2017.8.003">doi:10.5267/j.dsl.2017.8.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gnz7u4tle5dgnh5yeatrwopmge">fatcat:gnz7u4tle5dgnh5yeatrwopmge</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/2017/http://www.growingscience.com/dsl/Vol7/dsl_2017_30.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/17/c5/17c53ab8eba7114de5ce9ba595c26590f4b99835.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5267/j.dsl.2017.8.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Improving multi-objective code-smells correction using development history

Ali Ouni, Marouane Kessentini, Houari Sahraoui, Katsuro Inoue, Mohamed Salah Hamdi
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kqzhqyka2ffqdlbon77fd6trwm" style="color: black;">Journal of Systems and Software</a> </i> &nbsp;
One of the widely used techniques to improve the quality of software systems is refactoring. Software refactoring improves the internal structure of the system while preserving its external behavior.  ...  We propose a multi-objective optimization-based approach to find good refactoring sequences that (1) minimize the number of code-smells, and (2) maximize the use of development history while (3) preserving  ...  Acknowledgements This work is partially supported by Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (S) (No. 25220003), and also by Osaka University Program for Promoting  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2015.03.040">doi:10.1016/j.jss.2015.03.040</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/itujkbxyb5dmdop7efnxt7bove">fatcat:itujkbxyb5dmdop7efnxt7bove</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808050108/http://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/archive/995/995.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1a/ff/1affdd5708cb13a83e736700a236e3f2d8e8c10d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2015.03.040"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
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