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Developing Data-Intensive Cloud Applications with Iterative Quality Enhancements

Resultado final

Monitoring and data warehousing tools - Initial version

This deliverable will document the monitoring and data archival methodology developed in T4.1 and the related implementation.

DICE delivery tools - Initial version

Implementation and accompanying report on the algorithms and tools developed in T5.1 and T5.2.

DICE framework - Final version

Report and open source releases of the integrated solution of T1.3 at M24 and updated at M30.

DICE optimisation tools - Final version

This deliverable is the implementation (with an accompanying document) of the design space exploration tool for the cost minimisation of architecture and deployment plans, as developed in T3.4. Besides releasing code, it will feature a report documenting the implementation.

DICE verification tools - Intermediate version

This deliverable is the implementation (with an accompanying document) of the verification tool to evaluate safety of data-intensive applications, as developed in T3.3. Besides releasing code, it will feature a report documenting the implementation.

Iterative quality enhancement tools - Initial version

This deliverable will describe the methods and release the tool implementations developed in T4.3.

DICE testing tools - Final version

Implementation and accompanying report on the algorithms and testing framework developed in T5.3 and the fault injection tools in T5.4.

DICE testing tools - Initial version

Implementation and accompanying report on the algorithms and testing framework developed in T5.3 and the fault injection tools in T5.4.

DICE delivery tools - Final version

Implementation and accompanying report on the algorithms and tools developed in T5.1 and T5.2.

Quality anomaly detection and trace checking tools - Final version

This deliverable will give implementation and documentation for the techniques developed in T4.2.

Iterative quality enhancement tools - Final version

This deliverable will describe the methods and release the tool implementations developed in T4.3.

DICE delivery tools - Intermediate version

Implementation and accompanying report on the algorithms and tools developed in T5.1 and T5.2.

DICE verification tools - Final version

This deliverable is the implementation (with an accompanying document) of the verification tool to evaluate safety of data-intensive applications, as developed in T3.3. Besides releasing code, it will feature a report documenting the implementation.

DICE verification tools - Initial version

This deliverable is the implementation (with an accompanying document) of the verification tool to evaluate safety of data-intensive applications, as developed in T3.3. Besides releasing code, it will feature a report documenting the implementation.

DICE framework - Initial version

Report and open source releases of the integrated solution of T1.3 at M24 and updated at M30.

DICE simulation tools - Intermediate version

This deliverable is the implementation (with an accompanying document) of the verification tool to evaluate safety of data-intensive applications, as developed in T3.3. Besides releasing code, it will feature a report documenting the implementation.

DICE simulation tools - Final Version

This deliverable is the implementation (with an accompanying document) of the verification tool to evaluate safety of data-intensive applications, as developed in T3.3. Besides releasing code, it will feature a report documenting the implementation.

DICE optimisation tools - Initial version

This deliverable is the implementation (with an accompanying document) of the design space exploration tool for the cost minimisation of architecture and deployment plans, as developed in T3.4. Besides releasing code, it will feature a report documenting the implementation.

Monitoring and data warehousing tools - Final version

This deliverable will document the monitoring and data archival methodology developed in T4.1 and the related implementation.

DICE simulation tools - Initial version

This deliverable is the implementation (with an accompanying document) of the verification tool to evaluate safety of data-intensive applications, as developed in T3.3. Besides releasing code, it will feature a report documenting the implementation.

Quality anomaly detection and trace checking tools - Initial version

This deliverable will give implementation and documentation for the techniques developed in T4.2.

Architecture definition and integration plan - Initial version

Report on the architecture defined in T1.2 and its integration plan that will guide T1.3. The main version will be released at M9 and updated at M24.

Final assessment report and impact analysis

The final report summarising all the results of achieved in the demonstrators and the expected impact arising from these conclusions.

DICE methodology

This deliverable will summarise the DICE methodology and the design workflow developed within T2.4.

Deployment abstractions - Initial version

This deliverable will provide the specification of DICE DDSM meta-models and the TOSCA DSL extension for deployment of data-intensive applications in private and public clouds developed within T2.3.

Transformations to analysis models

This deliverable describes and implements the model transformation techniques to obtain simulation and verification models from the application models, as developed in T3.1.

Design and quality abstractions - Final version

This deliverable will provide the specification of the functional and quality modelling abstractions developed within T2.1 and T2.2.

Architecture definition and integration plan - Final version

Report on the architecture defined in T1.2 and its integration plan that will guide T1.3. The main version will be released at M9 and updated at M24.

Deployment abstractions - Final version

This deliverable will provide the specification of DICE DDSM meta-models and the TOSCA DSL extension for deployment of data-intensive applications in private and public clouds developed within T2.3.

Requirement specification

Report presenting the requirements defined in T1.1. The initial version will focus on the requirements of the technical work packages and outline the initial requirements of the use cases, which will be later extended at M16 in D6.1 for the demonstrators.

Demonstrators implementation plan

Stemming from the initial requirements in T1.1, this deliverable will define a concrete implementation plan for the demonstrators.

State of the art analysis

Document presenting the state of the art review performed in T1.1.

Design and quality abstractions - Initial version

This deliverable will provide the specification of the functional and quality modelling abstractions developed within T2.1 and T2.2.

Cloud testbed setup

Report on the testbed setup by FLEXI including a description of the fault-injection tools and techniques developed on top of this testbed. The DICE FDL plug-in developed by FLEXI will also be described in this deliverable. This deliverable will report the efforts by documenting the testbed developed in T5.4.

Software engineering book

Publish book on the new software engineering for Big Data applications.

Publicaciones

On Throughput Approximation of Resource-Allocation Systems by Bottleneck Regrowing

Autores: Ricardo J. Rodriguez, Javier Campos
Publicado en: IEEE Transactions on Control Systems Technology, Edición Nov 2017, 2017, Página(s) 1-8, ISSN 1063-6536
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCST.2017.2768512

A Systematic Approach for Performance Assessment Using Process Mining

Autores: S. Bernardi (ZAR), J. L. Domínguez (PRO), A.Gómez (ZAR), C. Joubert (PRO), J. Merseguer (ZAR), D. Perez-Palacin, (ZAR), J.I. Requeno (ZAR) and A. Romeu (PRO)
Publicado en: Empirical Software Engineering, 2018, Página(s) 1-48, ISSN 1382-3256
Editor: Kluwer Academic Publishers
DOI: 10.5281/zenodo.1010446

Towards a Model-Driven Engineering approach for the assessment of Non-Functional Properties using multiformalism

Autores: Simona Bernardi (ZAR), Stefano Marrone, José Merseguer (ZAR), Roberto Nardone, Valeria Vittorini
Publicado en: Software and System Modeling, 2017, ISSN 1619-1366
Editor: Springer Verlag
DOI: 10.1007/s10270-018-0663-8

Fluid Petri Nets for the Performance Evaluation of MapReduce and Spark Applications

Autores: Eugenio Gianniti, Alessandro Maria Rizzi, Enrico Barbierato, Marco Gribaudo, Danilo Ardagna
Publicado en: ACM SIGMETRICS Performance Evaluation Review, Edición 44/4, 2017, Página(s) 23-36, ISSN 0163-5999
Editor: ACM
DOI: 10.1145/3092819.3092824

Contention-Aware Workload Placement for In-Memory Databases in Cloud Environments

Autores: Karsten Molka, Giuliano Casale
Publicado en: ACM Transactions on Modeling and Performance Evaluation of Computing Systems, Edición 2/1, 2016, Página(s) 1-29, ISSN 2376-3639
Editor: ACM TOMPECS
DOI: 10.1145/2961888

Quantitative Analysis of Apache Storm Applications: The NewsAsset Case Study

Autores: J.I. Requeno (ZAR), J. Merseguer (ZAR), S. Bernardi (ZAR), D. Perez-Palacin (ZAR), G. Giotis (ATC) and V. Papanikolaou (ATC)
Publicado en: Information System Frontiers, 2018, Página(s) 1-20, ISSN 1387-3326
Editor: Kluwer Academic Publishers

QD-AMVA: Evaluating systems with queue-dependent service requirements

Autores: Giuliano Casale, Juan F. Pérez, Weikun Wang
Publicado en: Performance Evaluation, Edición 91, 2015, Página(s) 80-98, ISSN 0166-5316
Editor: Elsevier BV
DOI: 10.1016/j.peva.2015.06.006

Evaluating approaches to resource demand estimation

Autores: Simon Spinner, Giuliano Casale, Fabian Brosig, Samuel Kounev
Publicado en: Performance Evaluation, Edición 92, 2015, Página(s) 51-71, ISSN 0166-5316
Editor: Elsevier BV
DOI: 10.1016/j.peva.2015.07.005

A Petri net tool for software performance estimation based on upper throughput bounds

Autores: Ricardo J. Rodríguez
Publicado en: Automated Software Engineering, 2015, ISSN 0928-8910
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10515-015-0186-2

Maximum Likelihood Estimation of Closed Queueing Network Demands from Queue Length Data

Autores: Weikun Wang, Giuliano Casale
Publicado en: ACM SIGMETRICS Performance Evaluation Review, Edición 43/2, 2015, Página(s) 45-47, ISSN 0163-5999
Editor: ACM
DOI: 10.1145/2825236.2825255

A model-driven approach to survivability requirement assessment for critical systems

Autores: S. Bernardi, L. Dranca, J. Merseguer
Publicado en: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Edición 230/5, 2016, Página(s) 485-501, ISSN 1748-006X
Editor: Professional Engineering Publishing Ltd.
DOI: 10.1177/1748006X15626017

Guest Editorial: Automation in Software Performance Engineering

Autores: José Merseguer, Walter Binder, John Murphy
Publicado en: Automated Software Engineering, Edición 24/1, 2017, Página(s) 71-72, ISSN 0928-8910
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10515-016-0201-2

Compact Markov-modulated models for multiclass trace fitting

Autores: Giuliano Casale, Andrea Sansottera, Paolo Cremonesi
Publicado en: European Journal of Operational Research, Edición 255/3, 2016, Página(s) 822-833, ISSN 0377-2217
Editor: Elsevier BV
DOI: 10.1016/j.ejor.2016.06.005

Architecture of a Scalable Platform for Monitoring Multiple Big Data Frameworks

Autores: Gabriel Iuhasz, Daniel Pop, Ioan Dragan
Publicado en: Scalable Computing: Practice and Experience, Edición 17/4, 2016, Página(s) 313-321, ISSN 1895-1767
Editor: universitatea de vest
DOI: 10.12694/scpe.v17i4.1203

A methodology for model-based verification of safety contracts and performance requirements

Autores: E. Gomez-Martinez, R. J. Rodriguez, C. Benac-Earle, L. Etxeberria, M. Illarramendi
Publicado en: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Edición Article first published online: September 30, 2016, 2016, Página(s) 1-21, ISSN 1748-006X
Editor: Professional Engineering Publishing Ltd.
DOI: 10.1177/1748006X16667328

Current and Future Challenges of Software Engineering for Services and Applications

Autores: Giuliano Casale, Cristina Chesta, Peter Deussen, Elisabetta Di Nitto, Panagiotis Gouvas, Sotiris Koussouris, Vlado Stankovski, Andreas Symeonidis, Vlassis Vlassiou, Anastasios Zafeiropoulos, Zhiming Zhao
Publicado en: Procedia Computer Science, Edición 97, 2016, Página(s) 34-42, ISSN 1877-0509
Editor: ScienceDirect Elsevier
DOI: 10.1016/j.procs.2016.08.278

Optimal Map Reduce Job Capacity Allocation in Cloud Systems

Autores: Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Alessandro Maria Rizzi, Mauro Passacantando
Publicado en: ACM SIGMETRICS Performance Evaluation Review, Edición 42/4, 2015, Página(s) 51-61, ISSN 0163-5999
Editor: ACM
DOI: 10.1145/2788402.2788410

A model driven approach for assessing survivability requirements of critical infrastructures

Autores: Ugo Gentile, Simona Bernardi, Stefano Marrone, José Merseguer, Valeria Vittorini
Publicado en: Journal of High Speed Networks, Edición 23/2, 2017, Página(s) 175-186, ISSN 0926-6801
Editor: IOS Press
DOI: 10.3233/JHS-170564

Modeling and Analysis of High Availability Techniques in a Virtualized System

Autores: Xiaolin Chang, Tianju Wang, Ricardo J. Rodríguez, Zhenjiang Zhang
Publicado en: The Computer Journal, Edición Jun 2017, 2017, Página(s) 1-19, ISSN 0010-4620
Editor: Oxford University Press
DOI: 10.1093/comjnl/bxx049

Accurate modeling and efficient QoS analysis of scalable adaptive systems under bursty workload

Autores: Diego Perez-Palacin, Raffaela Mirandola, José Merseguer
Publicado en: Journal of Systems and Software, Edición 130, 2017, Página(s) 24-41, ISSN 0164-1212
Editor: Elsevier BV
DOI: 10.1016/j.jss.2017.05.022

Analyzing replacement policies in list-based caches with non-uniform access costs

Autores: G. Casale
Publicado en: IEEE INFOCOM, Edición Yearly, 2018, Página(s) 9
Editor: IEEE

PAX: Partition-Aware Autoscaling for the Cassandra NoSQL Database

Autores: Salvatore Dipietro, Rajkumar Buyya, Giuliano Casale
Publicado en: IEEE/IFIP NOMS, Edición Yearly, 2018, Página(s) 9 pages
Editor: IEEE
DOI: 10.5281/zenodo.1136276

Performance Degradation and Cost Impact Evaluation of Privacy Preserving Mechanisms in Big Data Systems

Autores: """Safia Kalwar (PMI), Eugenio Gianniti (PMI), Joas Yannick Kinouani (NETF), Youssef Ridene (NETF), Danilo Ardagna (PMI) """
Publicado en: Valuetools 2017 workshop proceedings, Edición Yearly, 2018, Página(s) 1-14
Editor: Springer

On the Timed Analysis of Big-Data Applications

Autores: Francesco Marconi (PMI), Giovanni Quattrocchi (PMI),Luciano Baresi (PMI), Marcello M. Bersani (PMI), Matteo Rossi (PMI)
Publicado en: NFM 2018 Proceedings, Edición Yearly proceedings, 2018, Página(s) 15
Editor: Springer
DOI: 10.5281/zenodo.1162853

Towards the Performance Analysis of Apache Tez Applications

Autores: Jose Ignacio Requeno (ZAR), ​Iñigo Gascón (​ZAR), José Merseguer (ZAR)
Publicado en: Proceedings of the ​4th​ Workshop on Quality Aware DevOps (QUDOS), Edición yearly, 2018
Editor: ACM

A software architecture framework for quality-aware DevOps

Autores: Elisabetta Di Nitto, Pooyan Jamshidi, Michele Guerriero, Ilias Spais, Damian A. Tamburri
Publicado en: Proceedings of the 2nd International Workshop on Quality-Aware DevOps - QUDOS 2016, 2016, Página(s) 12-17, ISBN 9781-450344111
Editor: ACM Press
DOI: 10.1145/2945408.2945411

DICE: Quality-Driven Development of Data-Intensive Cloud Applications.

Autores: G. Casale (IMP), D. Ardagna (PMI), M. Artac (XLAB), F. Barbier (NETF), E. Di Nitto (PMI), A. Henry (NETF), G. Iuhasz (IEAT), C. Joubert (PRO), J. Merseguer (ZAR), V. I. Munteanu (IEAT), J. F. Pérez (IMP), D. Petcu (IEAT), M. Rossi (PMI), C. Sheridan (FLEXI), I. Spais (ATC), D. Vladušič (XLAB).
Publicado en: MISE 2015 at ICSE 2015, Edición May 16-17 2015, 2015, Página(s) 6
Editor: IEEE

Towards Quality-Aware Development of Big Data Applications with DICE

Autores: Giuliano Casale (Imperial), Elisabetta di Nitto (Politecnico di Milano), Ilias Spais (ATC)
Publicado en: ESOCC, Edición 15-17 September 2015, 2015, Página(s) 2
Editor: Springer LNCS

Filling the gap: a tool to automate parameter estimation for software performance models

Autores: Weikun Wang, Juan F. Pérez, Giuliano Casale
Publicado en: Proceedings of the 1st International Workshop on Quality-Aware DevOps - QUDOS 2015, 2015, Página(s) 31-32, ISBN 9781-450338172
Editor: ACM Press
DOI: 10.1145/2804371.2804379

Modelling multi-tier enterprise applications behaviour with design of experiments technique

Autores: Tatiana Ustinova, Pooyan Jamshidi
Publicado en: Proceedings of the 1st International Workshop on Quality-Aware DevOps - QUDOS 2015, 2015, Página(s) 13-18, ISBN 9781-450338172
Editor: ACM Press
DOI: 10.1145/2804371.2804374

Maximum Likelihood Estimation of Closed Queueing Network Demands from Queue Length Data

Autores: Weikun Wang, Giuliano Casale (Imperial)
Publicado en: The Workshop on MAthematical performance Modeling and Analysis (MAMA 2015), Edición 6/15/2015, 2015, Página(s) 317 - 324
Editor: ACM

SPACE4Cloud: a DevOps environment for multi-cloud applications

Autores: Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna
Publicado en: Proceedings of the 1st International Workshop on Quality-Aware DevOps - QUDOS 2015, 2015, Página(s) 29-30, ISBN 9781-450338172
Editor: ACM Press
DOI: 10.1145/2804371.2804378

An Overview of Monitoring Tools for Big Data and Cloud Applications

Autores: Gabriel Iuhasz, Ioan Dragan
Publicado en: 2015 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2015, Página(s) 363-366, ISBN 978-1-5090-0461-4
Editor: IEEE
DOI: 10.1109/SYNASC.2015.62

Experiments or Simulation? A Characterization of Evaluation Methods for In-Memory Databases

Autores: Karsten Molka, Giuliano Casale
Publicado en: IFIP/IEEE CNSM 2015 Proceedings, Edición 9/11/2015, 2015, Página(s) in print
Editor: IFIP/IEEE CNSM 2015 Proceedings

Service Quality Assurance in Multi-Clouds

Autores: Dana Petcu
Publicado en: GECON 2015 Proceedings, Edición 14 Sept 2015, 2015, Página(s) in print
Editor: Springer, LNCS

Performance-oriented DevOps: A Research Agenda

Autores: Andreas Brunnert, André van Hoorn, Felix Willnecker, Alexandru Danciu, Wilhelm Hasselbring, Christoph Heger, Nikolas Herbst, Pooyan Jamshidi, Reiner Jung, Joakim von Kistowski, Anne Koziolek, Johannes Kroß, Simon Spinner, Christian Vögele, Jürgen Walter, Alexander Wert.
Publicado en: Technical Report SPEC-RG-2015-01, Edición 8/1/2015, 2015
Editor: SPEC Research Group - DevOps Performance Working Group

Maximum Likelihood Estimation of Closed Queueing Network Demands from Queue Length Data

Autores: Weikun Wang, Giuliano Casale, Ajay Kattepur, Manoj Nambiar
Publicado en: ACM/SPEC ICPE, Edición 14/03/2016, 2016, Página(s) 12
Editor: ACM

Automated Parameterization of Performance Models from Measurements

Autores: Giuliano Casale, Simon Spinner, Weikun Wang
Publicado en: ACM/SPEC ICPE, Edición 14/03/2016, 2016
Editor: ACM

How bit-vector logic can help improve the verification of LTL specifications over infinite domains

Autores: Luciano Baresi, Mohammad Mehdi Pourhashem Kallehbasti, Matteo Rossi
Publicado en: Proceedings of the 31st Annual ACM Symposium on Applied Computing - SAC '16, 2016, Página(s) 1666-1673, ISBN 9781-450337397
Editor: ACM Press
DOI: 10.1145/2851613.2851833

Palladio Optimization Suite: QoS optimization for component-based Cloud applications

Autores: Michele Ciavotta, Michele Ardagna, Anne Koziolek
Publicado en: Proceedings of the 9th EAI International Conference on Performance Evaluation Methodologies and Tools, Edición 14-16 December, 2015, 2016, ISBN 978-1-63190-096-9
Editor: ICST
DOI: 10.4108/eai.14-12-2015.2262562

Continuous Architecting of Stream-Based Systems

Autores: Marcello M. Bersani (PoliMi), Francesco Marconi (PoliMi) and Damian A. Tamburri (PoliMi), Pooyan Jamshidi (Imperial), Andrea Nodari (Imperial)
Publicado en: The 13th Working IEEE/IFIP Conference on Software Architecture (WICSA), Edición 5-8 April 2016, 2016
Editor: IEEE

Towards a model-driven design tool for big data architectures

Autores: Michele Guerriero, Saeed Tajfar, Damian A. Tamburri, Elisabetta Di Nitto
Publicado en: Proceedings of the 2nd International Workshop on BIG Data Software Engineering - BIGDSE '16, 2016, Página(s) 37-43, ISBN 9781-450341523
Editor: ACM Press
DOI: 10.1145/2896825.2896835

Providing big data applications with fault-tolerant data migration across heterogeneous NoSQL databases

Autores: Marco Scavuzzo, Damian A. Tamburri, Elisabetta Di Nitto
Publicado en: Proceedings of the 2nd International Workshop on BIG Data Software Engineering - BIGDSE '16, 2016, Página(s) 26-32, ISBN 9781-450341523
Editor: ACM Press
DOI: 10.1145/2896825.2896831

Efficient Large-Scale Trace Checking Using MapReduce

Autores: Marcello M. Bersani (Polimi), Domenico Bianculli, Carlo Ghezzi (Polimi), Srdjan Krstic (Polimi), Pierluigi San Pietro (Polimi)
Publicado en: The 38th International Conference on Software Engineering (ICSE), Edición May 24-26, 2016, 2016
Editor: IEEE/ACM

Support Services for Applications Execution in Multi-Clouds Environments

Autores: Daniel Pop (UVT), Gabriel Iuhasz (UVT), Ciprian Craciun (IEAT), Silviu Panica (IEAT)
Publicado en: Proc. of the Workshop on Self Organizing Self Managing Clouds, collocated with IEEE International Conference on Autonomic Computing, Edición 19/07/2016, 2016, Página(s) 4
Editor: IEEE

An Uncertainty-Aware Approach to Optimal Configuration of. Stream Processing Systems

Autores: P. Jamshidi, G. Casale.
Publicado en: IEEE MASCOTS 2016, 2016
Editor: IEEE

Model-driven Application Refactoring to Minimize Deployment Costs in Preemptible Cloud Resources

Autores: Daniel Dubois (IMP), Catia Trubiani (GSSI), Giuliano Casale (IMP)
Publicado en: IEEE CLOUD 2016, Edición June 27 - July 2 2016, 2016, Página(s) 8
Editor: IEEE

A tool for verification of big-data applications

Autores: Marcello M. Bersani, Francesco Marconi, Matteo Rossi, Madalina Erascu
Publicado en: Proceedings of the 2nd International Workshop on Quality-Aware DevOps - QUDOS 2016, Edición July 2016, 2016, Página(s) 44-45, ISBN 9781-450344111
Editor: ACM Press
DOI: 10.1145/2945408.2945419

Towards the formal verification of data-intensive applications through metric temporal logic

Autores: Francesco Marconi (PMI), Marcello Maria Bersani (PMI), Madalina Erascu (IeAT), Matteo G. Rossi (PMI)
Publicado en: 18th International Conference on Formal Engineering Methods (ICFEM), Edición 14-18 November 2016, 2016, Página(s) 16
Editor: Springer LNCS
DOI: 10.1007/978-3-319-47846-3_13

A systematic approach for performance evaluation using process mining: the POSIDONIA operations case study

Autores: Simona Bernardi, José Ignacio Requeno, Christophe Joubert, Alberto Romeu
Publicado en: Proceedings of the 2nd International Workshop on Quality-Aware DevOps - QUDOS 2016, Edición July 2016, 2016, Página(s) 24-29, ISBN 9781-450344111
Editor: ACM Press
DOI: 10.1145/2945408.2945413

Towards a UML profile for data intensive applications

Autores: Abel Gómez, José Merseguer, Elisabetta Di Nitto, Damian A. Tamburri
Publicado en: Proceedings of the 2nd International Workshop on Quality-Aware DevOps - QUDOS 2016, Edición July 2016, 2016, Página(s) 18-23, ISBN 9781-450344111
Editor: ACM Press
DOI: 10.1145/2945408.2945412

A Model Driven Approach for Assessing Survivability Requirements of Critical Infrastructures

Autores: U. Gentile, S. Bernardi (ZAR), S. Marrone, J. Merseguer (ZAR), V. Vittorini
Publicado en: International Conference on Data Compression, Communication, Processing and Security (CCPS2016), Edición 22-23 September, 2016, 2016, Página(s) 6
Editor: ACM

A Tool for Assessing Performance Requirements of Data-Intensive Applications

Autores: A. Gómez-Llana (ZAR), C. Joubert (PRO), J. Merseguer (ZAR)
Publicado en: XXIV Jornadas de Concurrencia y Sistemas Distribuidos (JCSD 2016), Edición 15/06/2016, 2016, Página(s) 159-169
Editor: Miguel J. Hornos Barranco

Modeling Performance of Hadoop Applications: A Journey from Queueing Networks to Stochastic Well Formed Nets

Autores: Danilo Ardagna (PMI), Simona Bernardi (ZAR), Eugenio Gianniti (PMI), Soroush Karimian Aliabadi, Diego Perez-Palacin (PMI), and José Ignacio Requeno (ZAR)
Publicado en: ICA3PP: 16th International Conference on Algorithms and Architectures for Parallel Processing, 2016
Editor: Springer LNCS
DOI: 10.5281/zenodo.58847

D-SPACE4Cloud: A Design Tool for Big Data Applications

Autores: Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna (PMI)
Publicado en: ICA3PP: 16th International Conference on Algorithms and Architectures for Parallel Processing, Edición 14-16/12/2016, 2016
Editor: Springer LNCS

Efficient Memory Occupancy Models for In-memory Databases

Autores: Karsten Molka, Giuliano Casale
Publicado en: 2016 IEEE 24th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), 2016, Página(s) 430-432, ISBN 978-1-5090-3432-1
Editor: IEEE
DOI: 10.1109/MASCOTS.2016.56

A Queueing Network Model for Performance Prediction of Apache Cassandra

Autores: S. Dipietro, G. Casale, G. Serazzi
Publicado en: ICST VALUETOOLS, 2016
Editor: IEEE
DOI: 10.5281/zenodo.153836

Performance Prediction for Burstable Clouds resources

Autores: D. Dubois, G. Casale
Publicado en: ICST VALUETOOLS, 2016
Editor: IEEE
DOI: 10.5281/zenodo.49068.

Efficient Resource Management in the Cloud

Autores: Luciano Baresi, Sam Guinea, Giovanni Quattrocchi, and Damian A. Tamburri (PMI)
Publicado en: IEEE SmartCloud, Edición 18-20/11/2016, 2016
Editor: IEEE

Quality-Aware Development of Big Data Applications with DICE

Autores: Giuliano Casale, Elisabetta Di Nitto, Pooyan Jamshidi, Damian A. Tamburri
Publicado en: Proceedings of The 5th European Conference on Service-Oriented and Cloud Computing, 5-7 September, Vienna (AU), 2016, Página(s) 5-7/09/2016
Editor: Springer LNCS

DICE fault injection tool

Autores: Craig Sheridan, Darren Whigham, Matej Artač
Publicado en: Proceedings of the 2nd International Workshop on Quality-Aware DevOps - QUDOS 2016, 2016, Página(s) 36-37, ISBN 9781-450344111
Editor: ACM Press
DOI: 10.1145/2945408.2945415

Formal Verification of Storm Topologies through D-VerT

Autores: Francesco Marconi (PMI), Marcello M. Bersani (PMI), Matteo G. Rossi (PMI)
Publicado en: Proceedings of the Symposium on Applied Computing (SAC) 2017, Edición 3-7 April 2017, 2017, Página(s) 7
Editor: ACM

Accelerating Performance Inference over Closed Systems by Asymptotic Methods

Autores: Giuliano Casale
Publicado en: Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems - SIGMETRICS '17 Abstracts, Edición Jun 17, 2017, Página(s) 64-64, ISBN 9781-450350327
Editor: ACM Press
DOI: 10.1145/3078505.3078514

DevOps: Introducing Infrastructure-as-Code

Autores: Matej Artač, Tadej Borovšak, Elisabetta Di Nitto, Michele Guerriero, Damian Andrew Tamburri
Publicado en: ICSE 2017, Edición May 20-28 2017, 2017, Página(s) 2
Editor: IEEE

Combining Quantitative and Qualitative Studies in Empirical Software Engineering Research

Autores: Massimiliano Di Penta, Damian Andrew Tamburri
Publicado en: ICSE 2017, Edición May 20-28 2017, 2017
Editor: IEEE

Generalized Synchronizations and Capacity Constraints for Java Modelling Tools (Demonstration Paper)

Autores: Giuliano Casale, Mattia Cazzoli, Shuai Jiang, Vitor Lopes, Giuseppe Serazzi and Lulai Zhu
Publicado en: ICPE 2017, Edición April 17, 2017, Página(s) 2
Editor: ACM

Towards Omnia: a Monitoring Factory for Quality-Aware DevOps

Autores: Marco Miglierina (PMI), Damian A. Tamburri (PMI)
Publicado en: Proceedings of the 3rd Workshop on Quality Aware DevOps (QUDOS), Edición 27-04-2017, 2017
Editor: ACM

DevOps Performance Engineering: A Quasi-Ethnographical Study

Autores: Giuseppe Vergori (PMI), Damian A. Tamburri (PMI), Raffaela Mirandola (PMI), Diego Perez-Palacin (ZAR)
Publicado en: Proceedings of the 3rd Workshop on Quality Aware DevOps (QUDOS), Edición 27-04-2017, 2017
Editor: ACM

Quality Assessment in DevOps - Automated Analysis of a Tax Fraud Detection System

Autores: Diego Perez-Palacin, Youssef Ridene, José Merseguer
Publicado en: Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering Companion - ICPE '17 Companion, Edición 27-04-2017, 2017, Página(s) 133-138, ISBN 9781-450348997
Editor: ACM Press
DOI: 10.1145/3053600.3053632

Towards DevOps for Privacy-by-Design in Data-Intensive Applications - A Research Roadmap

Autores: Michele Guerriero, Damian A. Tamburri, Youssef Ridene, Francesco Marconi, Marcello M. Bersani, Matej Artac
Publicado en: Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering Companion - ICPE '17 Companion, Edición 27-04-2017, 2017, Página(s) 139-144, ISBN 9781-450348997
Editor: ACM Press
DOI: 10.1145/3053600.3053631

Performance Analysis of Apache Storm Applications using Stochastic Petri Nets

Autores: José-Ignacio Requeno (ZAR), José Merseguer (ZAR), Simona Bernardi (ZAR)
Publicado en: Proceedings of the 5th IEEE International Workshop on Formal Methods Integration (FMi), Edición 04-08-2017, 2017
Editor: IEEE

Model-driven Engineering IDE for Quality Assessment of Data-intensive Applications

Autores: Marc Gil, Christophe Joubert, Ismael Torres
Publicado en: Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering Companion - ICPE '17 Companion, 2017, Página(s) 173-174, ISBN 9781-450348997
Editor: ACM Press
DOI: 10.1145/3053600.3053633

Towards a Systematic Model-driven Approach for the Detection of Web Threats and Use Cases

Autores: Simona Bernardi (ZAR), Raúl Piracés Alastuey (ZAR), Alejandro Solanas Bonilla (ZAR), Raquel Trillo-Lado (ZAR)
Publicado en: Proceedings of the International Workshop on Petri Nets and Software Engineering (PNSE'17), Edición 26/06/17, 2017, Página(s) 229-230
Editor: CEUR-WS.org

Using Process Mining and Model-Driven Engineering to Enhance Security of Web Information Systems

Autores: Simona Bernardi, Raul Piraces Alastuey, Raquel Trillo-Lado
Publicado en: 2017 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Edición 26-28/04/2017, 2017, Página(s) 160-166, ISBN 978-1-5386-2244-5
Editor: IEEE
DOI: 10.1109/EuroSPW.2017.66

Formal verification of data-intensive applications through model checking modulo theories

Autores: Marcello M. Bersani, Francesco Marconi, Matteo Rossi, Madalina Erascu, Silvio Ghilardi
Publicado en: Proceedings of the 24th ACM SIGSOFT International SPIN Symposium on Model Checking of Software - SPIN 2017, 2017, Página(s) 98-101, ISBN 9781-450350778
Editor: ACM Press
DOI: 10.1145/3092282.3092300

Distributed Platforms and Cloud Services Enabling Machine Learning for Big Data. An Overview

Autores: Daniel Pop (IEAT), Gabriel Iuhasz (IEAT), Dana Petcu (IEAT)
Publicado en: Data Science and Big Data Computing: Frameworks and Methodologies, Edición 2016, 2016, Página(s) tbc
Editor: Springer Verlag

Towards a Software Architecture Framework for Model-Driven Big-Data Applications

Autores: Mersedeh Sadeghi
Publicado en: Politecnico di Milano Master Thesis, Edición 18/09/2015, 2015
Editor: PMI

A Software Architecture Framework for Model-Driven Big-Data Applications

Autores: Saeed Tajfar
Publicado en: Politecnico di Milano Master Thesis, Edición 21/12/2015, 2015
Editor: PMI

A design-time optimization framework for shared Hadoop Clusters

Autores: Liliane Tueguem
Publicado en: Politecnico di Milano Master Thesis, Edición 21/12/2015, 2015
Editor: PMI

HyperSpark: A Framework for Parallel and Distributed Execution of Optimisation Algorithms over Spark

Autores: Nemanja Stolic
Publicado en: Politecnico di Milano Master Thesis, Edición 27/04/2016, 2016
Editor: Politecnico di Milano

ParadisEO vs HyperSpark:Analysis and benchmarking of two frameworks for distributed metaheuristics

Autores: Camilo Andres Martinez sarmiento
Publicado en: Politecnico di Milano Master Thesis, Edición 27/04/2016, 2016
Editor: Politecnico di Milano

Process Mining to improve Security in Web Information Systems

Autores: Student: Raúl Piracés Alastuey (University of Zaragoza) Advisors: Simona Bernardi (University of Zaragoza) and Raquel Trillo Lado (University of Zaragoza)
Publicado en: Master Thesis, 2016
Editor: University of Zaragoza

A Design-time Optimization Framework for Private Cloud Big Data Systems

Autores: Jacopo Rigoli
Publicado en: Politecnico di Milano Master Thesis, Edición 27/04/2016, 2016
Editor: Politecnico di Milano

Combining Petri Nets and Queueing Network Models.

Autores: Zhu, Lulai.
Publicado en: 2016
Editor: Imperial College

Learning Software Performance Changes in Agile Development

Autores: Carruthers, Lottie
Publicado en: 2016
Editor: Imperial College

A DevOps Canary Testbed for Big Data Application Testing.

Autores: Zhai, Yifan.
Publicado en: 2016
Editor: Imperial College

A Tool Suite to Automate Hadoop Configuration: An Extension for BO4CO.

Autores: Chen, Xidi.
Publicado en: 2016
Editor: Imperial College

The Extension of Scheduling Management Algorithms into Java Modelling Tools.

Autores: Phuangjaisri, Phumin
Publicado en: 2016
Editor: Imperial College

Java Modelling Tools Extension

Autores: Jiang Shuai
Publicado en: 2015
Editor: Imperial College

Performance evaluation of data-intensive applications with Apache Tez

Autores: Student: Iñigo Gascón Royo (University of Zaragoza) Advisors: José Ignacio Requeno (University of Zaragoza) and José Merseguer (University of Zaragoza)
Publicado en: 2017
Editor: University of Zaragoza

Performance evaluation of data-intensive applications with Apache Spark

Autores: Student: Andrés Malo Ascaso (University of Zaragoza) Advisors: José Ignacio Requeno (University of Zaragoza) and José Merseguer (University of Zaragoza)
Publicado en: 2017
Editor: University of Zaragoza

Data Science and Big Data Computing

Autores: Zaigham Mahmood
Publicado en: Data Science and Big Data Computing: Frameworks and MethodologDistributed Platforms and Cloud Services Enabling Machine Learning for Big Data. An Overviewies;, 2016, ISBN 978-3-319-31861-5
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-31861-5

Quality analysis and verification of data-intensive applications

Autores: Francesco Marconi (PMI)
Publicado en: Proceedings of the Doctoral Symposium of Formal Methods 2016, Edición 2/5/2016, 2016, ISSN 1613-0073
Editor: CEUR-WS

Minería de procesos para la mejora de la seguridad de sistemas de información Web

Autores: Raúl Piracés Alastuey, Simona Bernardi and Raquel Trillo Lado
Publicado en: Proceedings of the IV National Conference of Research and Development in Defence and Security (IV Congreso Nacional de I+D en defensa y seguridad (DESEi+d), 2016
Editor: Centro Universitario de la Defensa de San Javier, 2016.

Acto de celebración del 15 aniversario del I3A (XV Anniversary of the Aragón Institute for Engineering Research (I3A) )

Autores: José Merseguer (ZAR)
Publicado en: Edición September 14th 2017. (From 9:00 to 14:00), 2017
Editor: Zaragoza, Spain

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