Search Results - "Naskos, Athanasios"
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Implementation and Transfer of Predictive Analytics for Smart Maintenance: A Case Study
Published in Frontiers in computer science (Lausanne) (27-11-2020)“…Smart maintenance offers a promising potential to increase efficiency of the maintenance process, leading to a reduction of machine downtime and thus an…”
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Engineering and evaluating an unsupervised predictive maintenance solution: a cold-forming press case-study
Published in Journal of intelligent manufacturing (28-03-2024)“…In real-world industries, production line assets may be affected by several factors, both known and unknown, which dynamically and unpredictably evolve so that…”
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Flexible partitioning for selective binary theta-joins in a massively parallel setting
Published in Distributed and parallel databases : an international journal (01-06-2018)“…Efficient join processing plays an important role in big data analysis. In this work, we focus on generic theta joins in a massively parallel environment, such…”
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Cost-aware horizontal scaling of NoSQL databases using probabilistic model checking
Published in Cluster computing (01-09-2017)“…In this work we target horizontal scaling of NoSQL databases, which exhibit highly varying, unpredictable and difficult to model behavior coupled with…”
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Elton: A Cloud Resource Scaling-Out Manager for NoSQL Databases
Published in 2018 IEEE 34th International Conference on Data Engineering (ICDE) (01-04-2018)“…We present the Elton tool, a publicly available cloud resource elasticity management system tailored to NoSQL databases. Elton is integrated in the Ganetimgr…”
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Conference Proceeding -
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Extracting reusable components: A semi-automated approach for complex structures
Published in Information processing letters (01-03-2015)“…Source code comprehension depends on the source code quality and structural complexity. Software systems usually have complex structures with cyclic…”
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Extracting Components from Open Source: The Component Adaptation Environment (COPE) Approach
Published in 2012 38th Euromicro Conference on Software Engineering and Advanced Applications (01-09-2012)“…Open Source Software (OSS) represents an extremely valuable resource that is reused systematically almost in every software project. The reuse of OSS…”
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Conference Proceeding -
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Analysis of key flavors of event-driven predictive maintenance using logs of phenomena described by Weibull distributions
Published 18-01-2021“…This work explores two approaches to event-driven predictive maintenance in Industry 4.0 that cast the problem at hand as a classification or a regression one,…”
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Dependable Horizontal Scaling Based on Probabilistic Model Checking
Published in 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (01-05-2015)“…The focus of this work is the on-demand resource provisioning in cloud computing, which is commonly referredto as cloud elasticity. Although a lot of effort…”
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Conference Proceeding -
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Online Analysis of Security Risks in Elastic Cloud Applications
Published in IEEE cloud computing (01-09-2016)“…Security-related concerns in elastic cloud applications call for a risk-based approach due to the inherent trade-offs among security and other nonfunctional…”
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Cloud elasticity using probabilistic model checking
Published 19-05-2014“…Cloud computing has become the leading paradigm for deploying large-scale infrastructures and running big data applications, due to its capacity of achieving…”
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Journal Article