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Performance debugging in the large via mining millions of stack traces

Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie
2012 2012 34th International Conference on Software Engineering (ICSE)  
Based on real-adoption experiences of StackMine in practice, we conducted an evaluation of StackMine on performance debugging in the large for Microsoft Windows 7.  ...  Given limited resource and time before software release, development-site testing and debugging become more and more insufficient to ensure satisfactory software performance.  ...  In the first phase, we apply a costly-pattern mining algorithm (such as subsequence mining) on trace streams 1 that include callstack traces, and then apply clustering on the mined costly patterns based  ... 
doi:10.1109/icse.2012.6227198 dblp:conf/icse/HanDGZX12 fatcat:v4xcamyzyrdzjg73jlxvyyn4pm

TNM: A Tool for Mining of Socio-Technical Data from Git Repositories [article]

Nikolai Sviridov, Mikhail Evtikhiev, Vladimir Kovalenko
2021 arXiv   pre-print
Networks of collaboration between engineers are reflected in traces of developers' activity in version control systems (VCSs).  ...  With no common reusable toolkit existing for this task, the burden of mining diverts the focus of researchers from their core research questions.  ...  This data can be utilized to build the edges in the G s part of the socio-technical software network based on Conway's law (Section II-C5, [11] ). • WorkTimeMiner mines the distribution of commits over  ... 
arXiv:2103.09766v1 fatcat:464eksppqjcf3cie6neyuz735m

Using Process Mining and Model-Driven Engineering to Enhance Security of Web Information Systems

Simona Bernardi, Raul Piraces Alastuey, Raquel Trillo-Lado
2017 2017 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)  
In this paper, we propose a method based on Process Mining and Model-Driven Engineering to improve the security of Web information systems.  ...  Due to the development of Smart Cities and Internet of Things, there has been an increasing interest in the use of Web information systems in different areas and domains.  ...  orientado a la seguridad" [CyCriSec-TIN2014-58457-R], and "Developing Data-Intensive Cloud Applications with Iterative Quality Enhancements" [DICE-H2020-644869].  ... 
doi:10.1109/eurospw.2017.66 dblp:conf/eurosp/BernardiAL17 fatcat:hhgqqk4bmvhehg64svj27ik3da

A systematic mapping study of process mining

Ana Rocío Cárdenas Maita, Lucas Corrêa Martins, Carlos Ramón López Paz, Laura Rafferty, Patrick C. K. Hung, Sarajane Marques Peres, Marcelo Fantinato
2017 Figshare  
The most applied traditional technique is the 'graph structure-based' ones (38%).  ...  The analysis of 705 papers evidenced 'discovery' (71%) as the main type of process mining addressed and 'categorical prediction' (25%) as the main mining task solved.  ...  Trace alignment in process mining: Opportunities for process diagnostics 2010 C Int. Conf. on Business Process Management (BPM) Bose, R. P. J. C.; van der Aalst, W. M. P.  ... 
doi:10.6084/m9.figshare.5619598 fatcat:bh4gcfst3rbdvaqvcipn5yrxga

A systematic mapping study of process mining

Ana Rocío Cárdenas Maita, Lucas Corrêa Martins, Carlos Ramón López Paz, Laura Rafferty, Patrick C. K. Hung, Sarajane Marques Peres, Marcelo Fantinato
2017 Figshare  
The most applied traditional technique is the 'graph structure-based ones (38%).  ...  The analysis of 705 papers evidenced 'discovery (71%) as the main type of process mining addressed and 'categorical prediction (25%) as the main mining task solved.  ...  Trace alignment in process mining: Opportunities for process diagnostics 2010 C Int. Conf. on Business Process Management (BPM) Bose, R. P. J. C.; van der Aalst, W. M. P.  ... 
doi:10.6084/m9.figshare.5619598.v1 fatcat:nvnam7nlgjabpl5kw3em4nyie4

Framework for Social Network Data Mining

Gayana Fernando, Md Gapar, MdJohar MdJohar
2015 International Journal of Computer Applications  
Social networks contain massive collection of data. Web data mining is a new trend in the current research body.  ...  Framework adopts the Hidden Markov Model to the data mining algorithm to predict the next status of web data.  ...  Used for alignment purposes, data mining and classification, structural analysis and pattern discovery. 5. Used for recognition purposes in hierarchical processes.  ... 
doi:10.5120/20434-2765 fatcat:a5j5scp7krhwjnx36fs57672ye

Reviewing Process Mining Applications and Techniques in Education

Athanasios Sypsas, Dimitris Kalles
2022 International Journal of Artificial Intelligence & Applications  
Educational Process Mining (EPM) bridges the gap between process analysis and data analysis, based on the techniques of model discovery, conformance checking and extension of existing process models.  ...  Process Mining (PM) emerged from business process management but has recently been applied to educational data and has been found to facilitate the understanding of the educational process.  ...  EPM facilitates a better comprehension of the underlying educational process from raw event data contributing in effective learning results.  ... 
doi:10.5121/ijaia.2022.13106 fatcat:fcnyttlokbfohapttambnvqbmq

ESEM19_Supplementary_Materials [article]

Nitish Patkar
2019 Figshare  
Development of Knowledge Bases in Distributed Requirements Elicitation.  ...  security issues Eliciting security requirements and tracing them to design: an integration of Common Criteria, heuristics, and UMLsecKnowledge-based Requirement-Engineering of building automation systems  ... 
doi:10.6084/m9.figshare.8307089 fatcat:yqiavc3lcjgnrpqiaqvevlirtu

A Framework for Developing Social Networks Enabling Systems to Enhance the Transparency and Visibility of Cross-border Food Supply Chains

Frank J. Xu, Victor P. Zhao, Lu Shan, Chuxiong Huang
2014 GSTF International Journal on Computing  
resource barriers in aligning business processes, coordinating and sharing information; and the changing government supervision mechanisms and standards.  ...  and collaboration between various stakeholders of food chains.  ...  Supply Chain Management (OSCM-FD), is being developed based on the framework.  ... 
doi:10.7603/s40601-013-0051-8 fatcat:ik35vix65fbzfghkfbiafgvhmq

Mining Mobile Datasets to Enable the Fine-grained Stochastic Simulation of Ebola Diffusion

Nicholas Vogel, Christopher Theisen, Jonathan P. Leidig, Jerry Scripps, Douglas H. Graham, Greg Wolffe
2015 Procedia Computer Science  
For the first time, these models provide computational support of health related decision making in these developing areas (via simulation-based studies).  ...  New models, datasets, and simulation software were produced to assist in mitigating the continuing outbreak of Ebola.  ...  Mining Mobile Datasets and Stochastic Simulation of Ebola Vogel, Theisen, et al.  ... 
doi:10.1016/j.procs.2015.05.197 fatcat:yz2uygy6enaobmdak3fnut7spm

Substitute and Communication Pattern for an Internet Banking System

A. Meiappane, V. Prasanna Venkataesan
2014 International Journal of Information Technology and Computer Science  
The design patterns are the reusable component used in the development of the software, which delivers enhanced quality software to the end users.  ...  This motivated to mine the design patterns for internet banking application from the document of Business Process Management (BPM) by using the qualitative research technique.  ...  Based on the analysis a model is drawn for business process modeling in the internet banking.  ... 
doi:10.5815/ijitcs.2014.05.08 fatcat:kurbatwk5ngevm57x55qdzmhr4

Request and notification Pattern for an internet banking System [article]

A. Meiappane, Dr. V. Prasanna Venkataesan
2013 arXiv   pre-print
It can be mined from the document of Business Process Management (BPM).  ...  The design patterns are the reusable component used in the development of the software, which delivers improved quality software to the end users.  ...  Solution: The request pattern is based on that of the chain of responsibility pattern.  ... 
arXiv:1312.2344v1 fatcat:4gaxlpdznbdilk66phssgoqlpe

A Quality Perspective of Software Evolvability Using Semantic Analysis

Philipp Schugerl, Juergen Rilling, René Witte, Philippe Charland
2009 2009 IEEE International Conference on Semantic Computing  
Software development and maintenance are highly distributed processes that involve a multitude of supporting tools and resources.  ...  In our research, we focus on assessing non-functional quality requirements, specifically evolvability, through semantic modeling of relevant software artifacts.  ...  Other work has focused on making NFRs an integrated part of the development [35] or certification process (e.g., DO-178B [36] ) of newly developed software.  ... 
doi:10.1109/icsc.2009.10 dblp:conf/semco/SchugerlRWC09 fatcat:htdl6eiyqbb3nkb4t73reabm6q

Automated API Property Inference Techniques

Martin P. Robillard, Eric Bodden, David Kawrykow, Mira Mezini, Tristan Ratchford
2013 IEEE Transactions on Software Engineering  
In particular, we derive a classification and organization of over 60 techniques into five different categories based on the type of API property inferred: unordered usage patterns, sequential usage patterns  ...  Numerous approaches have been developed to infer properties of APIs, intended to guide their use by developers.  ...  The authors are also grateful to Barthélémy Dagenais, Michael Pradel and Thomas Zimmermann for their valuable comments on this paper.  ... 
doi:10.1109/tse.2012.63 fatcat:pmoh6iwdvjfunnk45rmlsqfgxa

A tracelab-based solution for identifying traceability links using LSI

Nouh Alhindawi, Omar Meqdadi, Brian Bartman, Jonathan I. Maletic
2013 2013 7th International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE)  
The proposed solution is evaluated on traceability links already discovered by mining adaptive commits of the open source system KDE/Koffice.  ...  The results show that the approach can identify of traceability links with high precision using TraceLab components.  ...  To accomplish this uncovering process, we developed a sequential-pattern mining tool that is based on the Sequential Pattern Discovery Algorithm (SPADE) [9] , which utilizes an efficient enumeration of  ... 
doi:10.1109/tefse.2013.6620159 dblp:conf/icse/AlhindawiMBM13 fatcat:olaxhclezre5vjzp4je63ylyhu
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