Cues for Better Scent in Debugging
Download as PPT, PDF0 likes229 views
The document discusses debugging techniques and open research questions. It provides a brief history of debugging and examines spectrum-based reasoning approaches. It notes that the best techniques still require manual inspection of a percentage of code and discusses the need for improved metrics and case studies. The document concludes by outlining open research questions and introducing a debugging framework called Gzoltar.
1 of 48
Download to read offline
Recommended
Cabala y-tarotSINEXTRA CORP C.A.
油
Este documento resume las correspondencias entre las 22 cartas del Tarot, las letras hebreas y los n炭meros cabal鱈sticos. Tambi辿n describe los diferentes caminos de la C叩bala, desde Kether, la corona, hasta Malkuth, el reino, incluyendo sus nombres de Dios, arc叩ngeles, 叩ngeles, colores y experiencias espirituales asociadas. El documento ofrece una visi坦n general de las conexiones entre el Tarot y la C叩bala.WIDER Annual Lecture 16
WIDER Annual Lecture 16UNU-WIDER
油
The document discusses the challenges of measuring and building state capability for policy implementation. It argues that in many countries, administrative facts reported by organizations do not reflect reality and are instead fictional justifications for their actions. While accelerated modernization through transplantation of successful models from other countries was expected to build capability, this has largely failed with capability remaining weak even decades later. True capability requires strong internal organizational cultures of performance and external accountability, which are difficult to establish from above through policies and programs alone. Capability may be better built by focusing on solving local problems and allowing successful practices to develop organically from the "folk" level up.Power point
Power pointPatricia Rueda
油
This document discusses dangerous sports and provides some brief advice. It mentions famous sports and the best in the world but also warns to be careful with dangerous sports and expresses admiration for something beautiful.Letter Writing Presentation
Letter Writing PresentationCharlie Gan
油
The document discusses why letter writing can elicit emotion. It notes that letters engage multiple senses like touch and sight through the physical act of writing. The psychology of letter writing is also explored, as one study found that having more time to write a letter allows for deeper reflection and more emotion. Common literary elements in letters, like repetition and exaggeration, help recreate the feeling of conversation. Additionally, the standard format of letters with salutations and closings promotes a respectful tone that has made letters an effective means of communication and protest throughout history.What to do
What to doPatricia Rueda
油
This document discusses options for school leavers including starting a business, further education, or getting a job working for someone else. It notes that starting a business requires money and may not be very profitable or easy to balance with study, while further education provides more opportunities but costs money.1 y schedule 2009
1 y schedule 2009Madison Morris
油
This document contains a schedule for career development workshops hosted by a Career Management Center between June and August. The schedule includes workshops on topics like orientation, self-assessment, resume writing, interviewing skills, networking, and managing a job search. Workshops will take place on various dates from 12:30-2:00PM or 6:30-8:00PM in rooms 160, 1246, 2245, and 276.
Design e empreendedorismo balaio design e comunicacaoBalaio Comunica巽達o e Design
油
Palestra de Design e Empreendedorismo apresentada na Incubadora de Novos Neg坦cios em Design e Experi棚ncia do Usu叩rio da Universidade Federal do Esp鱈rito Santo (Index UFES - https://www.facebook.com/indexufes) em Janeiro/2013.African Lions Author Workshop 2015: Mozambique
African Lions Author Workshop 2015: MozambiqueUNU-WIDER
油
This document summarizes a study on understanding Mozambique's economic growth through an employment lens. It finds that while Mozambique has experienced strong macroeconomic growth since the 1990s, the benefits have not sufficiently reached the population as poverty reduction has been slow and structural transformation limited. Most workers remain in low-productivity agriculture. Productivity gains have come more from within-sector growth than from moving workers between sectors. The study concludes Mozambique's current growth model is capital-intensive and not pro-poor, and recommends policies to boost rural productivity and address distortions limiting job creation to make growth more inclusive.Dynamics in coffee sector eea conference 16 june 2014_bm_final
Dynamics in coffee sector eea conference 16 june 2014_bm_finalEthiopian Economics Association
油
Farmers in Ethiopia are changing their coffee production and marketing practices. While management practices like pruning and compost use have improved, yields have remained steady or declined due to diseases and climate change. Marketing has significantly changed with the establishment of primary market centers and the Ethiopian Commodity Exchange. Now farmers walk shorter distances to sell, have more buyer options, and can sell more of their crop as washed coffee. However, better quality still receives no premium price. Processors now face fewer payment issues but complain of increased transaction costs under the new system.Eea energy - development
Eea energy - developmentEthiopian Economics Association
油
This document summarizes the transport sector in Ethiopia, including its evolution, current state, policies, and linkages to the economy. It finds that while the transport infrastructure has expanded significantly, the sector only contributes about 4% to GDP. Road transport accounts for most economic activity. The government has introduced strategies to develop all modes of transport under its Growth and Transformation Plan, but regulatory instability has impacted progress. Transport costs affect agricultural production and industrial location, and road quality influences trade costs. Road transport is dependent on imported fuel. The sector also faces safety and environmental challenges from rapid motorization.
Tendencias jonesUNU-WIDER
油
O documento apresenta um resumo hist坦rico da economia mo巽ambicana desde 1993 e desenvolve um cen叩rio macroecon担mico para o per鱈odo de 2016-2021. A fase mais recente (2008-2015) foi caracterizada por forte crescimento mas tamb辿m por riscos crescentes devido expans達o dos gastos p炭blicos e da d鱈vida externa. Ajustes j叩 est達o ocorrendo em 2016-2017 para normalizar a economia a partir de 2018, por辿m desafios permanecem em controlar a d鱈vida p炭blica e promover um crescimentototal project
total projectsana parikshith
油
The document describes the design and fabrication of a V-tail unmanned aerial vehicle (UAV). It aims to study the stability, design parameters, and operation of a V-tail configuration. The project involves designing all parts of the RC aircraft using CATIA software, performing calculations to determine dimensions, and assembling the final prototype. The design process considers various factors like material selection, component orientation, weight estimation, and control surface sizing. The report outlines the various stages of completing the project, from initial conceptualization to fabrication and testing of the final V-tail UAV model.Sme survey vietnam
Sme survey vietnamUNU-WIDER
油
This document summarizes the results of surveys of small and medium enterprises (SMEs) in Vietnam conducted in 2015. It finds that:
1) The majority (72%) of surveyed firms were micro firms with 1-9 employees, though formality increased significantly between 2013 and 2015 following new laws.
2) Overall employment grew 5.2% over 2013-2015, with most job creation by mid-sized firms, especially in rural areas and food processing industries.
3) Formal firms experienced higher growth rates than informal ones, though the relationship between formality and bribery is complex. Larger firms were more likely to pay bribes.Fundamentals Writing and Literature Informal Letter Writing Presentation
Fundamentals Writing and Literature Informal Letter Writing PresentationMrsBrynaCannon
油
The document provides instructions for writing an informal letter, including addressing the recipient, adding the date, starting with a greeting, thanking the recipient for a gift in the body, and concluding with a pleasant message and signature. Key elements are addressing the letter to the recipient, using the current date, starting with "Hi!", writing about a recent event or gift in your life in the body, and ending with a closing valediction and signature.Ethiopian GDP
Ethiopian GDPfatuma ahmed
油
Ethiopia has a population of over 96 million people and has never been colonized. The economy relies heavily on agriculture, which accounts for 46.3% of GDP. Inflation has been high, reaching 64.2% in 2008, though it has since fallen to 9.3% in 2015. The GDP was $46.87 billion in 2014, having grown from $7.27 billion in 1981. However, economic freedom remains limited and corruption is still prevalent. The government's main sources of income are taxes and its priority expenditures are on education, health, infrastructure and agriculture.The Rising Startup Ecosystems | Seedstars World
The Rising Startup Ecosystems | Seedstars WorldSeedstars World
油
After traveling through 54 countries across the world, Seedstars World has summarized their views on the rising startup ecosystems across emerging markets. This booklet presents numbers, statistics, insights and case studies about how innovation and entrepreneurship can cause positive and sustainable impact across the world.![Geometria sagrada[1]](https://cdn.slidesharecdn.com/ss_thumbnails/geometriasagrada1-111204131645-phpapp02-thumbnail.jpg?width=560&fit=bounds)
Geometria sagrada[1]Jordi Garrigosa Ayuso
油
El documento describe la geometr鱈a sagrada y c坦mo se manifiesta en la naturaleza. Explica que la geometr鱈a sagrada es la estructura subyacente de la creaci坦n y c坦mo maestros a lo largo de la historia como Pit叩goras, Plat坦n y Da Vinci reconocieron patrones geom辿tricos en el universo. Tambi辿n describe c坦mo n炭meros como la secci坦n 叩urea y formas como los s坦lidos plat坦nicos se repiten en la naturaleza y fueron usados por antiguos artistas y arquitectos para crear obras armoniosasIl genere e il numero delle parole
Il genere e il numero delle paroleDanilo Buccarello
油
regole generali ed eccezioni del genere e numero in italiano.
Solr pattern
Solr patternOpenSource Connections
油
A pattern for implementing search where search is a business problem, not a technological problem, especially if you've chosen Solr!What a DevOps specialist has to know about static code analysis
What a DevOps specialist has to know about static code analysisAndrey Karpov
油
Reasons of failed introductions.
Place of static analysis in the DevOps process.
Static analysis friend or foe.
Notifications about analysis results.
What to do with 10 000 analyzer warnings after the first run?
How much time is needed for fixing all bugs?
Q&A or whats next?
Core Principles Of Ci
Core Principles Of CiOpenSource Connections
油
Core Principles of CI was a presentation that covered:
1) The definition of continuous integration as automated builds that run many times a day.
2) The key aspects of CI including source code compilation, database integration, testing, inspection, deployment, feedback, and producing deployable software.
3) The benefits of CI like reduced human error, rapid feedback cycles, increased project visibility and confidence, and facilitating communication.Wed 2017-ai -creativity
Wed 2017-ai -creativityJonny Silva
油
How Artificial Intelligence can contribute to boost Design towards Innovation.
Presentation given at the World Education Day Conference, Dalian, China, Sept 27-29How to Clean Up Your Continuous Testing Suites for Web & Mobile
How to Clean Up Your Continuous Testing Suites for Web & MobilePerfecto by Perforce
油
Getting value from Selenium and Appium test automation is fundamental for fast feedback, risk reduction, and a return on investment from testing activities. But teams often forget about their tests once they have been developed and integrated into the CI pipeline regardless of the value they bring.
After developing test scenarios, teams cannot stop monitoring and ensuring that they continuously bring value, are not flaky, and can support the latest functionalities in your web and mobile apps.
Join this live webinar, led by Chief Evangelist Eran Kinsbruner, to:
-Learn how to decide which test scenarios to automate.
-Understand what it takes for a test to get included in the CI and continuous testing pipeline.
-Learn how to maintain tests and optimize your test suites so they continue to provide value.
-See a live demo of smart reporting and analytics that serves as a monitoring and test maintenance tool.Testing Plug-in Architectures
Testing Plug-in ArchitecturesArie van Deursen
油
Invited presentation for the 6th Brazilian Workshop on Systematic and Automated Software Testing (SAST), Natal, September 2012.Empirical Methods in Software Engineering - an Overview
Empirical Methods in Software Engineering - an Overviewalessio_ferrari
油
A first introductory lecture on empirical methods in software engineering. It includes:
1) Motivation for empirical software engineering studies
2) How to define research questions
3) Measures and data collection methods
4) Formulating theories in software engineering
5) Software engineering research strategies
Find the videos at: https://www.youtube.com/playlist?list=PLSKM4VZcJjV-P3fFJYMu2OhlTjEr9Bjl0How to Guarantee Continuous Value from your Test Automation
How to Guarantee Continuous Value from your Test AutomationPerfecto by Perforce
油
Getting value from your test automation is fundamental for fast feedback, risk reduction, and return on investment from your testing activities. Once developing the test scenarios, teams cannot stop monitoring and ensuring that their tests continuously bring value, are not flaky, and can support the latest functionalities in your web and mobile apps. Teams often forget about their tests once they have been developed and integrated into the CI pipeline regardless of the value they bring. In this session, learn how to optimize your Appium and Selenium test suites so you can get more value from them.12 years supporting Software Architecture teaching with BEAMs
12 years supporting Software Architecture teaching with BEAMsLaura M. Castro
油
This presentation shares 12 years of experience integrating the Erlang/Elixir ecosystem (BEAM) into a university-level Software Architecture course. We'll explore how the unique combination of Functional Programming (FP) principles, coupled with Erlang/Elixir's robust concurrency and distribution model, fosters a hands-on, experiential understanding of key architectural concepts. We'll explain how using the BEAM has been key in empowering students to grasp and implement architectural styles like microservices, leader-worker or peer-to-peer architectures with greater ease and confidence. The presentation will also emphasize the importance of industry-academia collaboration in nurturing a thriving ecosystem for FP technologies and inspiring future generations of software professionals.More Related Content
Viewers also liked (13)
Dynamics in coffee sector eea conference 16 june 2014_bm_final
Dynamics in coffee sector eea conference 16 june 2014_bm_finalEthiopian Economics Association
油
Farmers in Ethiopia are changing their coffee production and marketing practices. While management practices like pruning and compost use have improved, yields have remained steady or declined due to diseases and climate change. Marketing has significantly changed with the establishment of primary market centers and the Ethiopian Commodity Exchange. Now farmers walk shorter distances to sell, have more buyer options, and can sell more of their crop as washed coffee. However, better quality still receives no premium price. Processors now face fewer payment issues but complain of increased transaction costs under the new system.Eea energy - development
Eea energy - developmentEthiopian Economics Association
油
This document summarizes the transport sector in Ethiopia, including its evolution, current state, policies, and linkages to the economy. It finds that while the transport infrastructure has expanded significantly, the sector only contributes about 4% to GDP. Road transport accounts for most economic activity. The government has introduced strategies to develop all modes of transport under its Growth and Transformation Plan, but regulatory instability has impacted progress. Transport costs affect agricultural production and industrial location, and road quality influences trade costs. Road transport is dependent on imported fuel. The sector also faces safety and environmental challenges from rapid motorization.Tendencias jonesUNU-WIDER
油
O documento apresenta um resumo hist坦rico da economia mo巽ambicana desde 1993 e desenvolve um cen叩rio macroecon担mico para o per鱈odo de 2016-2021. A fase mais recente (2008-2015) foi caracterizada por forte crescimento mas tamb辿m por riscos crescentes devido expans達o dos gastos p炭blicos e da d鱈vida externa. Ajustes j叩 est達o ocorrendo em 2016-2017 para normalizar a economia a partir de 2018, por辿m desafios permanecem em controlar a d鱈vida p炭blica e promover um crescimentototal project
total projectsana parikshith
油
The document describes the design and fabrication of a V-tail unmanned aerial vehicle (UAV). It aims to study the stability, design parameters, and operation of a V-tail configuration. The project involves designing all parts of the RC aircraft using CATIA software, performing calculations to determine dimensions, and assembling the final prototype. The design process considers various factors like material selection, component orientation, weight estimation, and control surface sizing. The report outlines the various stages of completing the project, from initial conceptualization to fabrication and testing of the final V-tail UAV model.Sme survey vietnam
Sme survey vietnamUNU-WIDER
油
This document summarizes the results of surveys of small and medium enterprises (SMEs) in Vietnam conducted in 2015. It finds that:
1) The majority (72%) of surveyed firms were micro firms with 1-9 employees, though formality increased significantly between 2013 and 2015 following new laws.
2) Overall employment grew 5.2% over 2013-2015, with most job creation by mid-sized firms, especially in rural areas and food processing industries.
3) Formal firms experienced higher growth rates than informal ones, though the relationship between formality and bribery is complex. Larger firms were more likely to pay bribes.Fundamentals Writing and Literature Informal Letter Writing Presentation
Fundamentals Writing and Literature Informal Letter Writing PresentationMrsBrynaCannon
油
The document provides instructions for writing an informal letter, including addressing the recipient, adding the date, starting with a greeting, thanking the recipient for a gift in the body, and concluding with a pleasant message and signature. Key elements are addressing the letter to the recipient, using the current date, starting with "Hi!", writing about a recent event or gift in your life in the body, and ending with a closing valediction and signature.Ethiopian GDP
Ethiopian GDPfatuma ahmed
油
Ethiopia has a population of over 96 million people and has never been colonized. The economy relies heavily on agriculture, which accounts for 46.3% of GDP. Inflation has been high, reaching 64.2% in 2008, though it has since fallen to 9.3% in 2015. The GDP was $46.87 billion in 2014, having grown from $7.27 billion in 1981. However, economic freedom remains limited and corruption is still prevalent. The government's main sources of income are taxes and its priority expenditures are on education, health, infrastructure and agriculture.The Rising Startup Ecosystems | Seedstars World
The Rising Startup Ecosystems | Seedstars WorldSeedstars World
油
After traveling through 54 countries across the world, Seedstars World has summarized their views on the rising startup ecosystems across emerging markets. This booklet presents numbers, statistics, insights and case studies about how innovation and entrepreneurship can cause positive and sustainable impact across the world.Geometria sagrada[1]Jordi Garrigosa Ayuso
油
El documento describe la geometr鱈a sagrada y c坦mo se manifiesta en la naturaleza. Explica que la geometr鱈a sagrada es la estructura subyacente de la creaci坦n y c坦mo maestros a lo largo de la historia como Pit叩goras, Plat坦n y Da Vinci reconocieron patrones geom辿tricos en el universo. Tambi辿n describe c坦mo n炭meros como la secci坦n 叩urea y formas como los s坦lidos plat坦nicos se repiten en la naturaleza y fueron usados por antiguos artistas y arquitectos para crear obras armoniosasIl genere e il numero delle parole
Il genere e il numero delle paroleDanilo Buccarello
油
regole generali ed eccezioni del genere e numero in italiano.Similar to Cues for Better Scent in Debugging (20)
Solr pattern
Solr patternOpenSource Connections
油
A pattern for implementing search where search is a business problem, not a technological problem, especially if you've chosen Solr!What a DevOps specialist has to know about static code analysis
What a DevOps specialist has to know about static code analysisAndrey Karpov
油
Reasons of failed introductions.
Place of static analysis in the DevOps process.
Static analysis friend or foe.
Notifications about analysis results.
What to do with 10 000 analyzer warnings after the first run?
How much time is needed for fixing all bugs?
Q&A or whats next?
Core Principles Of Ci
Core Principles Of CiOpenSource Connections
油
Core Principles of CI was a presentation that covered:
1) The definition of continuous integration as automated builds that run many times a day.
2) The key aspects of CI including source code compilation, database integration, testing, inspection, deployment, feedback, and producing deployable software.
3) The benefits of CI like reduced human error, rapid feedback cycles, increased project visibility and confidence, and facilitating communication.Wed 2017-ai -creativity
Wed 2017-ai -creativityJonny Silva
油
How Artificial Intelligence can contribute to boost Design towards Innovation.
Presentation given at the World Education Day Conference, Dalian, China, Sept 27-29How to Clean Up Your Continuous Testing Suites for Web & Mobile
How to Clean Up Your Continuous Testing Suites for Web & MobilePerfecto by Perforce
油
Getting value from Selenium and Appium test automation is fundamental for fast feedback, risk reduction, and a return on investment from testing activities. But teams often forget about their tests once they have been developed and integrated into the CI pipeline regardless of the value they bring.
After developing test scenarios, teams cannot stop monitoring and ensuring that they continuously bring value, are not flaky, and can support the latest functionalities in your web and mobile apps.
Join this live webinar, led by Chief Evangelist Eran Kinsbruner, to:
-Learn how to decide which test scenarios to automate.
-Understand what it takes for a test to get included in the CI and continuous testing pipeline.
-Learn how to maintain tests and optimize your test suites so they continue to provide value.
-See a live demo of smart reporting and analytics that serves as a monitoring and test maintenance tool.Testing Plug-in Architectures
Testing Plug-in ArchitecturesArie van Deursen
油
Invited presentation for the 6th Brazilian Workshop on Systematic and Automated Software Testing (SAST), Natal, September 2012.Empirical Methods in Software Engineering - an Overview
Empirical Methods in Software Engineering - an Overviewalessio_ferrari
油
A first introductory lecture on empirical methods in software engineering. It includes:
1) Motivation for empirical software engineering studies
2) How to define research questions
3) Measures and data collection methods
4) Formulating theories in software engineering
5) Software engineering research strategies
Find the videos at: https://www.youtube.com/playlist?list=PLSKM4VZcJjV-P3fFJYMu2OhlTjEr9Bjl0How to Guarantee Continuous Value from your Test Automation
How to Guarantee Continuous Value from your Test AutomationPerfecto by Perforce
油
Getting value from your test automation is fundamental for fast feedback, risk reduction, and return on investment from your testing activities. Once developing the test scenarios, teams cannot stop monitoring and ensuring that their tests continuously bring value, are not flaky, and can support the latest functionalities in your web and mobile apps. Teams often forget about their tests once they have been developed and integrated into the CI pipeline regardless of the value they bring. In this session, learn how to optimize your Appium and Selenium test suites so you can get more value from them.12 years supporting Software Architecture teaching with BEAMs
12 years supporting Software Architecture teaching with BEAMsLaura M. Castro
油
This presentation shares 12 years of experience integrating the Erlang/Elixir ecosystem (BEAM) into a university-level Software Architecture course. We'll explore how the unique combination of Functional Programming (FP) principles, coupled with Erlang/Elixir's robust concurrency and distribution model, fosters a hands-on, experiential understanding of key architectural concepts. We'll explain how using the BEAM has been key in empowering students to grasp and implement architectural styles like microservices, leader-worker or peer-to-peer architectures with greater ease and confidence. The presentation will also emphasize the importance of industry-academia collaboration in nurturing a thriving ecosystem for FP technologies and inspiring future generations of software professionals.Modern Software Architecture 
Modern Software Architecture Ahmed Marzouk
油
The document discusses modern architecture and its key principles. It covers programming paradigms like object-oriented programming and functional programming and how they relate to architecture. It also discusses SOLID design principles, components, attributes of modern architecture like loose coupling and high cohesion, and patterns like domain-driven design and event sourcing. Specific architectures like microservices are mentioned. Case studies are presented and questions are posed about architectural topics.Chatting with your programs to find vulnerabilities
Chatting with your programs to find vulnerabilitiesChristopher Gardner
油
This document discusses using AI techniques like chatbots and neural networks to help automate the process of finding software vulnerabilities. It summarizes that traditional fuzzing and symbolic execution approaches are slow, and benefit from good initial test cases. A chatbot was trained on existing human-generated test cases to see if it could produce new test cases that achieve similar code coverage levels as humans. While the chatbot underperformed humans, it was much faster and in some cases came close to human performance. Further research into improving chatbots and combining them with symbolic execution may lead to more effective automated vulnerability discovery tools.FutureOfTesting2008
FutureOfTesting2008vipulkocher
油
The document discusses present problems and future solutions for software testing. It notes that science fiction ideas often become reality and proposes several futuristic testing ideas that could one day exist, such as self-testing code, integrated software monitoring systems, and automated distributed testing services. It also outlines challenges in testing like determining when enough testing has been done, estimating testing time, and getting developers involved in testing. The document envisions an integrated testing environment that maps requirements, design, code, and tests to automate much of the testing process.Artificial Intelligence for Automated Software Testing
Artificial Intelligence for Automated Software TestingLionel Briand
油
This document provides an overview of applying artificial intelligence techniques such as metaheuristic search, machine learning, and natural language processing to problems in automated software testing. It begins with introductions to software testing, relevant AI techniques including genetic algorithms, machine learning, and natural language processing. It then discusses search-based software testing (SBST) as an application of metaheuristic search to problems in test case generation and optimization. Examples are provided of representing test cases as chromosomes for genetic algorithms and defining fitness functions to guide the search for test cases that maximize code coverage.Better Search Engine Testing - Eric Pugh
Better Search Engine Testing - Eric Pughlucenerevolution
油
See conference video - http://www.lucidimagination.com/devzone/events/conferences/ApacheLuceneEurocon2011
"I know it when I see it".
This term was coined by a Supreme Court Justice in reference to obscenity, but he might as well been talking about relevancy and search engine results. Testing search engines is rarely a binary process of "it works, it doesn't work", instead it draws on our human skills to design tests that capture the intangibles that make up a great search engine implementation! The behavior of a search engine changes as the data changes, so a search that returns one set of results today will return a different set tomorrow. Is that a bug? Or just a finely tuned search engine responding to changes in the data it searches? Search Engine testing often focuses on the very first layer of functionality, "Do I get results?", without digging deeper into "Do I get great relevant results?".Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesKari Kakkonen
油
My slides at SAST conference in Stockholm 11.4.2024.
I cover a bit of background why AI is a big thing and also testers want to use it and can use it.
Then we discuss following use cases for AI help to testing tools
- anomaly detection8 (like sorting real defects out of lots of defect reports)
- prediction (where to focus testing, based on risks, previous code data, defect data...)2
- test automation tools made more change tolerant when Software Under Test changes
- test script creation more efficiently (e.g using LLM or AI assistants in scripting software to propose you test cases, test script content)
- test automation done almost autonomously (e.g. having general or default tests run first by AI, or having test automation bots running your test automation cases continuously
Keeping ontology development Agile
Keeping ontology development Agilerobertstevens65
油
This document summarizes experiences from developing an ontology about software in an agile manner through workshops. It describes holding workshops with various stakeholders to gather requirements, prioritize features, and begin populating ontology modules in an iterative process. The goals were to avoid lengthy conceptualization, get early results, and allow priorities to change based on examples discussed. This approach allowed for collaborative authoring without everyone needing ontology expertise and separating knowledge gathering from formalizing axioms.Debugging microservices in production
Debugging microservices in productionbcantrill
油
This document discusses debugging microservices in production environments. It begins by providing context on the history of debugging and introduces some common anti-patterns in debugging. It then argues that debugging should be approached methodically using the scientific method. The document outlines a method for debugging software called the software debugging method. Finally, it discusses challenges that arise in debugging microservices due to their distributed nature and argues that containers can help address these challenges.2014 toronto-torbug
2014 toronto-torbugc.titus.brown
油
This document introduces khmer, a platform for scalable sequence analysis. It discusses how khmer uses k-mers to provide implicit read alignments and assemble sequences using de Bruijn graphs. It also describes some of the challenges with k-mers, such as each sequencing error resulting in novel k-mers. The document outlines khmer's data structures and algorithms for efficiently counting k-mers and represents de Bruijn graphs. It discusses how khmer has been applied to real biological problems and highlights areas of current research using khmer, such as error correction, variant calling, and assembly-free comparisons of data sets.How will I Survive a DevOps Transformation?
How will I Survive a DevOps Transformation?Corecom Consulting
油
If youve shifted left and right so many times, I imagine its hard to remember where you started from? The direction of shift was always within a Test Managers gift, but wasnt obvious. Its time to shift towards testability.
Ash Winter, Principal Test Engineer at Sky Betting & Gaming covers the following:
皃 examples of the benefits of an enhanced testability focus
皃 how focusing on testability can keep Test Managers relevant in changing times
皃 introduction of a holistic model of testability to expand thinking
皃 brainstorming how can test leaders contribute to a testability culture?
Ash said:
I believe that testability and organisational success are linked. Testable systems are easier to support and maintain. Being able to observe and control systems is a unifying force across disciplines. Why would one not wish to focus on such benefits?"
TestBoss is an award winning invitation-only networking event for leaders in Test Management, hosted by IT recruitment specialist Corecom Consulting.
CS101- Introduction to Computing- Lecture 45
CS101- Introduction to Computing- Lecture 45Bilal Ahmed
油
This lecture provides a review and wrap-up of the CS101 Introduction to Computing course. It summarizes key topics covered over the past 44 lectures such as programming methodology, readable code, algorithm design, testing and debugging. It reviews objectives of the course which were to build an appreciation of fundamental computing concepts, familiarize students with popular productivity software, and achieve beginner proficiency in web development. The lecture concludes by asking for student feedback on how well the course objectives were achieved.Cues for Better Scent in Debugging
- 1. Cues for Better Scent in Debugging Rui Abreu Dept. of Informatics Engineering University of Porto Portugal
- 2. History: The birth of debugging Your guess?
- 17. Thanks to Alex Orso
- 18. Can we do this automatically? Thanks to Alex Orso
- 39. Are we done? Best performing techniques still require the tester to inspect 10% of the code... 100 LOC 10 LOC 10,000 LOC 1,000 LOC 1000,000 LOC 10,000 LOC 39
- 40. Metrics Are we measuring the right thing? rank-based PDG-based 40
- 41. Case Studies (NXP/PSC) 41
- 42. Human studies A. Orso et al observed that there is a lack of: 42
- 43. Why do we need human studies? Do developers follow the ranking? Does perfect bug understanding exist? How can we quantify isolation efforts? 43
- 44. Ecosystem in need Wide adoptionDebugging a framework Better Cues for will only be possible if there BetteraCues for Debugging a framework is framework which provides Check it out at www.gzoltar.org testing functionalities debugging capabilities integrated in an IDE 44
- 45. Interested? Do you wanna try it out? We are always interested in receiving feedback Email Jos辿 Carlos Campos to participate jose.carlos.campos@fe.up.pt Thanks! 45
- 46. Conclusions History of debugging Spectrum-based reasoning Human studies 46
- 47. Open Research Questions Can we automatically decide if a test fails? Using program invariants Sort of replace asserts in JUnit tests Can we automatically suggest fixes? Other intuitive visualisations? How to reduce the overall overhead? Can we apply this principles to Web/Mobile envs? Self-healing: Architecture-based Run-time fault localization (NSF project with CMU) 47
- 48. Show time