PhD Proposal
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The document outlines a proposal for a tool called CnP to detect and prevent errors from copy-and-pasted code during software development. It describes how copy-pasted code can lead to inconsistencies when modified. It then details a proof-of-concept tool called CReN that tracks copy-pasted code, automatically renames identifiers consistently across clones when modified, and demonstrates how it could catch errors in examples from literature. It proposes evaluating CReN and exploring using it to detect other types of inconsistencies from copy-pasted code.
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Understanding which events are mentioned in unstructured natural language texts, and which relations connect them is a fundamental task for many applications in natural language processing (NLP), such as personalized news systems, question answering and summarization. A notably challenging problem related to event processing is recognizing the relations that hold between events, in particular temporal and causal relations. Having knowledge about such relations is necessary to build event timelines from text and could be useful for future event prediction, risk analysis and decision making support. While there has been some research on temporal relations, the aspect of causality between events from an NLP perspective has hardly been touched, even though it has a long-standing tradition in psychology and formal linguistic fields. We propose an annotation scheme to cover different types of causality between events, techniques for extracting such relations and an investigation into the connection between temporal and causal relations. The latter will be the focus of this thesis work because causality clearly has a temporal constraint. We claim that injecting this precondition may be beneficial for the recognition of both temporal and causal relations.
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This is the research proposal in Antenna Design. In this presentation my Masters' thesis work is also discussed.
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PhD research proposal presentation Sonia Saddiqui 28 Nov 2013
PhD research proposal presentation Sonia Saddiqui 28 Nov 2013
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This document discusses proactive tool support for managing code clones throughout their lifecycle. It introduces a proactive clone management (PCM) Eclipse plugin called CnP that provides several views and features. A case study of clones in two projects found that 50-70% of intentional clones could have benefited from PCM. The study also identified ways PCM tools could be improved, such as supporting side-by-side clone comparison and scripting clone modifications. Overall, the document argues that PCM tools are needed to efficiently manage evolving clones.
PhD Dissertation
The document discusses managing copy-and-paste programming by tracking code clones over their lifecycle from creation to modification or removal. It outlines the dimensions for developing clone tracking tools, including defining clone properties, visualizing clones, and supporting different stages of the clone lifecycle. A user study evaluated a clone tracking tool called CnP and found its clone visualization helped users complete debugging and modification tasks on a code sample, while tools for consistent renaming (CReN and LexId) aided renaming tasks.
ETX
CReN is a tool that tracks code clones created through copy-and-paste and helps developers consistently rename identifiers to prevent errors. It detects inconsistencies when identifiers are renamed in some copies but not others based on inferences of programmer intent. The tool addresses issues caused by copy-paste coding like identifier renaming, lexical pattern, and type inconsistencies.
A novel approach for clone group mapping
Clone group mapping has a very important significance in the evolution of code clone. The topic modeling
techniques were applied into code clone firstly and a new clone group mapping method was proposed. The
method is very effective for not only Type-1 and Type-2 clone but also Type-3 clone .By making full use of
the source text and structure information, topic modeling techniques transform the mapping problem of
high-dimensional code space into a low-dimensional topic space, the goal of clone group mapping was
indirectly reached by mapping clone group topics. Experiments on four open source software show that the
recall and precision are up to 0.99, thus the method can effectively and accurately reach the goal of clone
group mapping.
ICPC
The document describes a study on a software tool called CnP that aids software maintenance by tracking code that has been copied and pasted (copy-paste clones). CnP visualizes clones through color highlighting and provides two plugins, CReN and LexId, that help consistently rename identifiers within clones. A user study found that CReN and LexId helped programmers complete renaming tasks faster and with fewer errors compared to manually renaming. The clone visualization also helped with debugging and modifying clones, though it was not always used by study participants.
Wcre2009 bettenburg
The document discusses inconsistent changes to code clones at the release level by analyzing two subject systems over multiple releases to detect clones, track clone groups between releases, and identify inconsistent changes in clone groups. It aims to observe the effects of inconsistent changes to clones at the release level since previous work has mainly analyzed inconsistent changes at the revision level.
IDENTIFICATION OF PROMOTED ECLIPSE UNSTABLE INTERFACES USING CLONE DETECTION ...
The Eclipse framework is a popular and widely used framework that has been evolving for over a decade. The framework provides both stable interfaces (APIs) and unstable interfaces (non-APIs). Despite being discouraged by Eclipse, client developers often use non-APIs which may cause their systems to fail when ported to new framework releases. To overcome this problem, Eclipse interface producers may promote unstable interfaces to APIs. However, client developers have no assistance to aid them to identify the promoted unstable interfaces in the Eclipse framework. We aim to help API users identify promoted unstable interfaces. We used the clone detection technique to identify promoted unstable interfaces as the framework evolves. Our empirical investigation on 16 Eclipse major releases presents the following observations. First, we have discovered that there exists over 60% non-API methods of the total interfaces in each of the analyzed 16 Eclipse releases. Second, we have discovered that the percentage of promoted non-APIs identified through clone detection ranges from 0.20% to 10.38%.
IDENTIFICATION OF PROMOTED ECLIPSE UNSTABLE INTERFACES USING CLONE DETECTION ...
The Eclipse framework is a popular and widely used framework that has been evolving for over a decade. The framework provides both stable interfaces (APIs) and unstable interfaces (non-APIs). Despite being discouraged by Eclipse, client developers often use non-APIs which may cause their systems to fail when ported to new framework releases. To overcome this problem, Eclipse interface producers may promote
unstable interfaces to APIs. However, client developers have no assistance to aid them to identify the promoted unstable interfaces in the Eclipse framework. We aim to help API users identify promoted unstable interfaces. We used the clone detection technique to identify promoted unstable interfaces as the framework evolves. Our empirical investigation on 16 Eclipse major releases presents the following observations. First, we have discovered that there exists over 60% non-API methods of the total interfaces in each of the analyzed 16 Eclipse releases. Second, we have discovered that the percentage of promoted non-APIs identified through clone detection ranges from 0.20% to 10.38%.
Multi step automated refactoring for code smell
Abstract
Brain MR Image can detect many abnormalities like tumor, cysts, bleeding, infection etc. Analysis of brain MRI using image
processing techniques has been an active research in the field of medical imaging. In this work, it is shown that MR image of brain
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multi fractal spectrum of a system have been exploited to prove the results. Multi fractal spectra are determined using the modified
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Multi step automated refactoring for code smell
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This document describes techniques for scaling up superoptimization to synthesize larger and more optimal code fragments. It introduces LENS, an enumerative search algorithm that uses pruning strategies like bidirectional search and selective abstraction refinement to solve more benchmarks faster than existing approaches. It also describes a context-aware window decomposition that allows LENS to optimize larger code by decomposing the problem. Finally, it discusses a cooperative superoptimizer that combines LENS with stochastic and symbolic searches to leverage their respective strengths and optimize more benchmarks.
Method-Level Code Clone Modification using Refactoring Techniques for Clone M...
Researchers focused on activities such as clone maintenance to assist the programmers. Refactoring is a well-known process to improve the maintainability of the software. Program refactoring is a technique to improve readability, structure, performance, abstraction, maintainability, or other characteristics by transforming a program. This paper contributes to a more unified approach for the phases of clone maintenance with a focus on clone modification. This approach uses the refactoring technique for clone modification. To detect the clones ‘CloneManager’ tool has been used. This approach is implemented as an enhancement to the existing tool CloneManager. The enhanced tool is tested with the open source projects and the results are compared with the performance of other three existing tools.
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Method-Level Code Clone Modification using Refactoring Techniques for Clone M...
This document describes a method for modifying code clones using refactoring techniques. It discusses using the CloneManager tool to detect clones and then applying three refactoring patterns (extract method, move method, pull up method) to modify the clones. The approach is implemented as an enhancement to the CloneManager tool, allowing it to both detect clones and modify them using refactoring. The enhanced tool is tested on open source projects and results are compared to other clone detection tools.
Phil Calçado - Your microservice as a function
SoundCloud's microservice architecture is built mostly in Scala, using Finagle as its distributed systems workhorse. Finagle is an RPC system for the JVM, and it is based on a pipes-and-filters architecture that maps very nicely to functional programming concepts of higher-order functions and combinators. Over the past few years we have found that it is extremely useful to go even a step further and think of microservices as functions themselves. In this talk let's explore how SoundCloud uses Scala and Finagle, and how we started thinking of a microservices architecture as a special case of a functional system.
ScalaItaly 2015 - Your Microservice as a Function
SoundCloud's microservice architecture is built mostly in Scala, using Finagle as its distributed systems workhorse. Finagle is an RPC system for the JVM, and it is based on a pipes-and-filters architecture that maps very nicely to functional programming concepts of higher-order functions and combinators. Over the past few years we have found that it is extremely useful to go even a step further and think of microservices as functions themselves. In this talk let's explore how SoundCloud uses Scala and Finagle, and how we started thinking of a microservices architecture as a special case of a functional system.
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The document discusses techniques for analyzing unstructured text data from software repositories. It describes using textual analysis on code identifiers, comments, commit messages, issue trackers, emails, and forums to perform tasks like traceability link recovery, feature location, clone detection, and bug prediction. Different techniques are discussed, including pattern matching, island parsers, information retrieval methods, and natural language parsing. Choosing the right technique depends on the type of unstructured data and needs of the analysis.
GENERIC CODE CLONING METHOD FOR DETECTION OF CLONE CODE IN SOFTWARE DEVELOPMENT
The major part of risk the development of software orprograms is existence ofduplicate code that can affect the software maintainability. The main aim of Clone
identification technique is to search and detect the parts of the software code which is
identical. In the passed there are various techniques that are used to identify andreflect the code identity and code fragments.Code cloning reduces the time and effort of the softwaredeveloper but it alsodecreases the quality of the software like readability, changeability and increasesmaintainability. So, code clone has to be detected to reducethe cost of maintenance tosome extent. In this paper, a new Generic technique is purposed to detect code clone
from various input source codes (from web, disk and etc.,) by segmenting the code intonumber of sub-programs or modules or functions. I propose a technique that candetect 1-type,2type, 3-type and 4-type clones efficiently.
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IDENTIFICATION OF PROMOTED ECLIPSE UNSTABLE INTERFACES USING CLONE DETECTION ...
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IDENTIFICATION OF PROMOTED ECLIPSE UNSTABLE INTERFACES USING CLONE DETECTION ...
IDENTIFICATION OF PROMOTED ECLIPSE UNSTABLE INTERFACES USING CLONE DETECTION ...
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Put Your Hands in the Mud: What Technique, Why, and How
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GENERIC CODE CLONING METHOD FOR DETECTION OF CLONE CODE IN SOFTWARE DEVELOPMENT
GENERIC CODE CLONING METHOD FOR DETECTION OF CLONE CODE IN SOFTWARE DEVELOPMENT
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PhD Proposal
- 1. Techniques for Detecting and Preventing Copy-and-Paste Errors during Software Development A Dissertation Proposal By Patricia Jablonski Engineering Science Clarkson University September 5, 2007
- 25. Extra Slides (CReN Demo Screen Shots)