Instituto de Tecnología e Ingeniería del Software de la Universidad de Málaga - (ITIS)
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AutomAdapt: Zero Touch Configuration of 5G QoS Flows Extended for Time-Sensitive Networking.
(IEEE, 2023)The aim of IEEE Time-Sensitive Networking (TSN) standards is to grant deterministic communication in traditional Ethernet networks for Industry 4.0. Insofar as the use cases in the Factory need some mobility, the extension ... -
An Architecture for Creating Slices to Experiment on Wireless Networks.
(Springer Nature, 202-10-09)Researchers in mobile technologies and services are currently requesting testbeds to validate their proposals in a realistic large-scale and controlled environment. Such demands are some times satisfied with private ad-hoc ... -
FLEXTORY: Flexible Software Factory of IoT Data Consumers.
(MDPI, 2024-04-16)The success of the Internet of Things (IoT) has driven the development, among others, of many different software architectures for producing, processing, and analyzing heterogeneous data. In many cases, IoT applications ... -
A network application approach towards 5G and beyond critical communications use cases.
(Frontiers, 2024-02-21)Low latency and high bandwidth heralded with 5G networks will allow transmission of large amounts of Mission-Critical data over a short time period. 5G hence unlocks several capabilities for novel Public Protection and ... -
SALON ontology for the formal description of sequence alignments.
(BMC, 2023-02-27)Background Information provided by high-throughput sequencing platforms allows the collection of content-rich data about biological sequences and their context. Sequence alignment is a bioinformatics approach to identifying ... -
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin.
(Springer Nature, 2023-06-02)The production of land cover maps is an everyday use of image classification applications on remote sensing. However, managing Earth observation satellite data for a large region of interest is challenging in the task of ... -
NORA: Scalable OWL reasoner based on NoSQL databases and Apache Spark.
(Wiley, 2023-09-04)Reasoning is the process of inferring new knowledge and identifying inconsistencies within ontologies. Traditional techniques often prove inadequate when reasoning over large Knowledge Bases containing millions or billions ... -
Quirk+: A Tool for Quantum Software Development Based on Quirk.
(IEEE, 2024)Quantum computing is becoming increasingly relevant. Numerous research efforts are being carried out to improve quantum computers by increasing the number of qubits in their processors, mitigating noise, etc. However, the ... -
Dealing with Belief Uncertainty in Domain Models
(ACM, 2023)There are numerous domains in which information systems need to deal with uncertain information. These uncertainties may originate from different reasons such as vagueness, imprecision, incompleteness, or inconsistencies, ... -
Towards using Few-Shot Prompt Learning for Automating Model Completion
(IEEE, 2023)We propose a simple yet a novel approach to improve completion in domain modeling activities. Our approach exploits the power of large language models by using few-shot prompt learning without the need to train or fine-tune ... -
Expressing Confidence in Models and in Model Transformation Elements.
(2018-10-14)The expression and management of uncertainty, both in the information and in the operations that manipulate it, is a critical issue in those systems that work with physical environments. Measurement uncertainty can be due ... -
Testing models and model transformations using classifying terms.
(2016-11-09)This paper proposes the use of equivalence partitioning techniques for testing models and model transformations. In particular, we introduce the concept of classifying terms, which are general OCL terms on a class model ... -
CMSA algorithm for solving the prioritized pairwise test data generation problem in software product lines
(Springer, 2020)In Software Product Lines (SPLs), it may be difficult or even impossible to test all the products of the family because of the large number of valid feature combinations that may exist. Thus, we want to find a minimal ... -
Smart Rollators Aid Devices: Current Trends and Challenges.
(IEEE, 2022-08-26)Mobility loss has a major impact on autonomy. Smart rollators have been proposed to enhance human abilities when conventional devices are not enough. Many human-robot interaction systems have been proposed in the last ... -
A methodology for the development of soft sensors with Kafka-ML
(Springer, 2023)Advances in the Internet-of-Things (IoT) field have allowed a wide variety of devices to be connected and send information continuously to the Internet. Thanks to this increase in data communication, machine learning (ML) ... -
Service-based Analytics for 5G Open Experimentation Platforms.
(Elsevier, 2022-01-07)A scalable, flexible and reliable Analytics service has become a requirement toward building efficient Fifth Generation (5G) experimental platforms that can support a suite of end-user experiments and verticals. Our paper ... -
EARMO: An Energy-Aware Refactoring Approach for Mobile Apps
(IEEE, 2018)The energy consumption of mobile apps is a trending topic and researchers are actively investigating the role of coding practices on energy consumption. Recent studies suggest that design choices can conflict with energy ... -
NK Hybrid Genetic Algorithm for Clustering
(2018)The NK hybrid genetic algorithm for clustering is proposed in this paper. In order to evaluate the solutions, the hybrid algorithm uses the NK clustering validation criterion 2 (NKCV2). NKCV2 uses information about the ... -
Using metaheuristics for the location of bicycle stations
(Elsevier, 2020)In this work, we solve the problem of finding the best locations to place stations for depositing/collecting shared bicycles. To do this, we model the problem as the p-median problem, that is a major existing localization ... -
NITRO: a gadget to transform standard rollators into smart rollators for monitoring user conditions.
(2023-11-26)The goal of using a rollator is to provide physical stability, support, and increase independence while walking or performing daily activities. The decision to use a rollator is often made in consultation with healthcare ...