The complicated interaction of several elements makes accurate stock price prediction still difficult. This study suggests a hybrid deep learning model to improve stock market prediction by integrating Bidirectional L...
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Quantum applications are hybrid and require quantum and classical programs. Similar to classical applications, they can benefit from modularity, maintainability, and reusability. This can be achieved by implementing t...
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ISBN:
(纸本)9783031623615;9783031623622
Quantum applications are hybrid and require quantum and classical programs. Similar to classical applications, they can benefit from modularity, maintainability, and reusability. This can be achieved by implementing the different functionalities of quantum applications as independent web services. In this tutorial, we provide an overview of concepts to develop and execute quantum applications based on the paradigm of service-oriented computing. This includes the development of quantum web services and corresponding OpenAPI specifications. Further, these services are orchestrated using quantum workflows to achieve robustness, scalability, and reliability. Thereby, concepts and tools for their modeling, execution, and monitoring are introduced and practically applied.
The role of sustainable approaches has never been as important as it is today, especially with the rising concerns of climate change. Since software is everywhere, sustainability is a key aspect also for software syst...
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ISBN:
(纸本)9783031702440;9783031702457
The role of sustainable approaches has never been as important as it is today, especially with the rising concerns of climate change. Since software is everywhere, sustainability is a key aspect also for software systems. In recent years, the softwareengineering community is considering more and more the reduction of the overall energy consumption as a key goal for software systems during their execution. To address sustainability from the softwareengineering perspective, various approaches have been proposed, self-adaptation being one of them. Self-adaptation enables software to be context-aware and self-aware, hence, to change its functioning and performance based on the current execution conditions. From the sustainability point of view, self-adaptation ensures flexibility and efficiency in resource and energy management, for example based on current energy sources, energy consumers, tasks to be executed, and user expectations. In this research, we perform a systematic literature review (SLR) on (1) the use of self-adaptation for achieving sustainability, and (2) the existing approaches in various application domains. Identified studies show that self-adaptation is an effective approach to reach sustainability, mainly reflected in the key abilities of ensuring performance, efficient resource management, and adaptability.
The nested array results in a hole-free difference coarray (DCA) after virtualization, enhancing the utilization of virtual array elements. MUSIC algorithm is an algorithm with high estimation accuracy, but the angle ...
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Exploring and comprehending a software system, e.g., as preparation for its re-engineering, is a relevant, yet challenging endeavour often conducted by teams of engineers. Collaborative exploration tools aim to ease t...
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ISBN:
(纸本)9798400705861
Exploring and comprehending a software system, e.g., as preparation for its re-engineering, is a relevant, yet challenging endeavour often conducted by teams of engineers. Collaborative exploration tools aim to ease the process, e.g., via interactive visualizations in virtual reality (VR). However, these neglect to provide engineers with capabilities for persisting their thoughts and findings. We present an interactive VR visualization method that enables (distributed) teams of engineers to collaboratively (1) explore a subject system, while (2) persisting insights via free-hand diagrams, audio recordings, and in-visualization VR screenshots. We invited pairs of softwareengineering practitioners to use our method to collaboratively explore a software system. We observed how they used our method and collected their feedback and impressions before replaying their findings to the original developers of the subject system for assessment.
software engineer is one of the highest in-demand manpower jobs in the world. As the prolonged COVID19 pandemic crisis, more and more people throughout the world became unemployed. There arises an incoming demand for ...
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ISBN:
(数字)9781665485104
ISBN:
(纸本)9781665485104
software engineer is one of the highest in-demand manpower jobs in the world. As the prolonged COVID19 pandemic crisis, more and more people throughout the world became unemployed. There arises an incoming demand for reskilling and career shifting to software engineer. Online learning through MOOCs is, therefore, a viable and practical solution. However, reskilling to be a software engineer requires specific platform support that is able to develop both technical and non-technical skills, including management, communication, and teamwork, that traditional MOOCs cannot fulfill the challenges. This research aims to augment the traditional MOOCs with the additional use of personalization, collaboration, and gamification theory in the name of "CareerVio MOOCs Platform". The distinct supports and services provided by the platform comprise team composition, team recomposition, team learning, and team assessments. CareerVio enables learners to master the necessary skills required in software engineer career, enhances the interaction between learners, and allows them to take what they have learned off the page and put it into practice.
With the rapid increase in the number of various types of software, the importance of software quality has become increasingly prominent, and software testing has become an indispensable part of the software developme...
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In softwareengineering, the effective reuse of components reduces costs, improves software quality, and accelerates development. This paper explores the lessons learned from a project to enable collaborative manageme...
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This study examines the growing number of satellites, this paper explores the importance of satellite tracking and highlights NOAA-15 for information transmission and weather monitoring. It offers a low-cost configura...
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Due to the widespread use of face masks as a result of the COVID-19 pandemic, facial recognition technology, which is routinely employed for security screening in workplaces, is encountering substantial difficulties. ...
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