12,335 research outputs found

    Report from GI-Dagstuhl Seminar 16394: Software Performance Engineering in the DevOps World

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    This report documents the program and the outcomes of GI-Dagstuhl Seminar 16394 "Software Performance Engineering in the DevOps World". The seminar addressed the problem of performance-aware DevOps. Both, DevOps and performance engineering have been growing trends over the past one to two years, in no small part due to the rise in importance of identifying performance anomalies in the operations (Ops) of cloud and big data systems and feeding these back to the development (Dev). However, so far, the research community has treated software engineering, performance engineering, and cloud computing mostly as individual research areas. We aimed to identify cross-community collaboration, and to set the path for long-lasting collaborations towards performance-aware DevOps. The main goal of the seminar was to bring together young researchers (PhD students in a later stage of their PhD, as well as PostDocs or Junior Professors) in the areas of (i) software engineering, (ii) performance engineering, and (iii) cloud computing and big data to present their current research projects, to exchange experience and expertise, to discuss research challenges, and to develop ideas for future collaborations

    An empirical study of architecting for continuous delivery and deployment

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    Recently, many software organizations have been adopting Continuous Delivery and Continuous Deployment (CD) practices to develop and deliver quality software more frequently and reliably. Whilst an increasing amount of the literature covers different aspects of CD, little is known about the role of software architecture in CD and how an application should be (re-) architected to enable and support CD. We have conducted a mixed-methods empirical study that collected data through in-depth, semi-structured interviews with 21 industrial practitioners from 19 organizations, and a survey of 91 professional software practitioners. Based on a systematic and rigorous analysis of the gathered qualitative and quantitative data, we present a conceptual framework to support the process of (re-) architecting for CD. We provide evidence-based insights about practicing CD within monolithic systems and characterize the principle of "small and independent deployment units" as an alternative to the monoliths. Our framework supplements the architecting process in a CD context through introducing the quality attributes (e.g., resilience) that require more attention and demonstrating the strategies (e.g., prioritizing operations concerns) to design operations-friendly architectures. We discuss the key insights (e.g., monoliths and CD are not intrinsically oxymoronic) gained from our study and draw implications for research and practice.Comment: To appear in Empirical Software Engineerin

    Intelligent Coordination and Automation for Smart Home Accessories

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    Smarthome accessories are rapidly becoming more popular. Although many companies are making devices to take advantage of this market, most of the created smart devices are actually unintelligent. Currently, these smart home devices require meticulous, tedious configuration to get any sort of enhanced usability over their analog counterparts. We propose building a general model using machine learning and data science to automatically learn a user\u27s smart accessory usage to predict their configuration. We have identified the requirements, collected data, recognized the risks, implemented the system, and have met the goals we set out to accomplish

    Towards a hybrid testing process unifying exploratory testing and scripted testing

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    CONTEXT Given the current state of the art in research, practitioners are faced with the challenge of choosing scripted testing (ST) or exploratory testing (ET). OBJECTIVE This study aims at systematically incorporating strengths of ET and ST in a hybrid testing process to overcome the weaknesses of each. METHOD We utilized systematic review and practitioner interviews to identify strengths and weaknesses of ET and ST. Strengths of ET were mapped to weaknesses of ST and vice versa. Noblit and Hare's lines-ofargument method was used for data analysis. The results of the mapping were used as input to codesign a hybrid process with experienced practitioners. RESULTS We found a clear need to create a hybrid process as follows: (i) both ST and ET provide strengths and weaknesses, and these depend on some particular conditions, which prevents preference of one approach to another; and (ii) the mapping showed that it is possible to address the weaknesses in one process by the strengths of the other in a hybrid form. With the input from literature and industry experts, a flexible and iterative hybrid process was designed. CONCLUSIONS Practitioners can clearly benefit from using a hybrid process given the mapping of advantages and disadvantage

    Agile Testing: Improving the Process : Case Descom

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    The thesis was assigned by Descom, a marketing and technology company based in Jyväskylä. The aim of the thesis was to research the current state of testing inside the organization, and to improve on the existing processes and practices. The thesis was carried out as a design research (applied action research), because the focus was improving already existing processes inside a company. The theory base contains a wide range of subjects from agile development models, the testing process, and process improvement models to agile testing. Without a solid base of multiple aspects it would have been impossible to understand how the testing works as a process and how it could have been improved. As Descom uses agile development it was necessary to follow the same principles throughout the writing of the thesis and on results. As a result information was provided for the company about the current state of testing procedures at Descom and how to improve the testing and processes in the future. The documentation already existing for testing such as the test plan and test report were updated. New documents such as a process improvement plan based on Critical Testing Processes, test strategy and testing policy were also created. Figures of the testing process, and the processes for all test types in use were created to be used as a visual aid for understanding the testing as whole at Descom.Opinnäytetyön toimeksianto tuli Descomilta, joka on Jyväskylästä lähtöisin oleva markkinointi ja teknologia yritys. Työn tavoitteena oli tutkia testauksen tilaa organisaatiossa ja kehittää olemassa olevia prosesseja ja käytäntöjä. Tutkimusmenetelmäksi valikoitui kehittämistutkimus, koska painotus oli olemassa olevien prosessien kehityksessä yrityksen sisällä. Teoriapohjassa käsiteltiin monia aiheita ketterästä sovelluskehityksestä, testausprosessista ja prosessi kehityksestä aina ketterään testaukseen asti. Ilman kattavaa pohjaa monille osa-alueille, olisi ollut mahdotonta ymmärtää miten testaus toimii prosessina ja miten sitä pystyy kehittämään. Descom toimii ketterän sovelluskehityksen mukaisesti projekteissaan, joten oli tärkeää seurata samoja ketteriä periaatteita läpi opinnäytetyön kirjoittamisen ja tuloksissa. Tuloksena saatiin tietoa yritykselle, siitä miten testaus on toiminut Descomilla ja kuinka testausta ja prosesseja tulisi kehittää tulevaisuudessa. Myös aiemmin olemassa olleet testausdokumentit päivitettiin. Uusina dokumentteina laadittiin suunnitelma prosessikehitykseen, joka perustui Critical Testing Processes –malliin, testausstrategia ja testauspolitiikka. Prosessikuvaus tehtiin kaavioita käyttäen, joilla kuvattiin prosessi kokonaisuutena sekä käytettävät testaustasot
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