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Computer Science & Technology Series XX ARGENTINE CONGRESS OF COMPUTER SCIENCE SELECTED PAPERS RedUNCI RED DE UNIVERSIDADES CON CARRERAS DE INFORMÁTICA Computer Science & Technology Series XX ARGENTINE CONGRESS OF COMPUTER SCIENCE SELECTED PAPERS GUILLERMO EUGENIO FEIERHERD PATRICIA MABEL PESADO OSVALDO MARIO SPOSITTO (EDS) Spositto, Ovaldo Computer Science & Technology Series 2015: XX Argentine Congress of Computer Science Selected Papers / Ovaldo Spositto; Patricia Mabel Pesado; compilado por Ovaldo Spositto; Patricia Mabel Pesado. - 1a ed. adaptada. - La Plata: EDULP, 2015. 310 p.; 24 x 15 cm. ISBN 978-987-1985-71-5 1. Actas de Congresos. I. Spositto, Ovaldo, comp. II. Pesado, Patricia Mabel, comp. III. Título. CDD 005.3 Computer Science & Technology Series XX ARGENTINE CONGRESS OF COMPUTER SCIENCE SELECTED PAPERS Diagramación: Andrea López Osornio Editorial de la Universidad Nacional de La Plata (Edulp) 47 N.° 380 / La Plata B1900AJP / Buenos Aires, Argentina +54 221 427 3992 / 427 4898 [email protected] www.editorial.unlp.edu.ar Edulp integra la Red de Editoriales Universitarias (REUN) Primera edición, 2015 ISBN 978-987-1985-71-5 Queda hecho el depósito que marca la Ley 11.723 © 2015 - Edulp Impreso en Argentina TOPICS XV Intelligent Agents and Systems Workshop Chairs Edgardo Ferretti (UNSL) Ricardo Rodríguez (UBA) Sergio A. Gómez (UNS) XIV Distributed and Parallel Processing Workshop Chairs Armando De Giusti (UNLP) Marcela Printista (UNSL) Javier Balladini (UNCOMA) XII Information Technology Applied to Education Workshop Chairs Cristina Madoz (UNLP) Sonia Rueda (UNS) Alejandra Malberti (UNSJ) Claudia Russo (UNNOBA) XII Graphic Computation, Images and Visualization Workshop Chairs Silvia Castro (UNS) Roberto Guerrero (UNSL) Javier Giacomantone (UNLP) XI Software Engineering Workshop Chairs Patricia Pesado (UNLP) Elsa Estévez (UNU) Alejandra Cechich (UNCOMA) Horacio Kuna (UNaM) XI Database and Data Mining Workshop Chairs Hugo Alfonso (UNLPam) Laura Lanzarini (UNLP) Nora Reyes (UNSL) Claudia Deco (UNR) IX Architecture, Nets and Operating Systems Workshop Chairs Jorge Ardenghi (UNS) Nelson Acosta (UNCPBA) Hugo Padovani (UMorón) VI Innovation in Software Systems Workshop Chairs Marcelo Estayno (UNLZ) Osvaldo Spositto (UNLaM) Pablo Fillottrani (UNS) Andrés Bursztyn (UTN) V Signal Processing and Real-Time Systems Workshop Chairs Oscar Bría (INVAP) Horacio Villagarcia Wanza (UNLP) Daniel Pandolfi (UNPA) III Computer Security Workshop Chairs Javier Diaz (UNLP) Antonio Castro Lechtaller (IESE) Javier Echaiz (UNS) III Innovation in Computer Science Education Workshop Chairs Cecilia Sanz (UNLP) Beatriz Depetris (UNTDF) Marcelo De Vincenzi (UAI) Uriel Cukierman (UP) SCIENTIFIC COMMITTEE Marín, Mauricio (Chile) Mas Sansó, Ramón (España) Abásolo, María José (Argentina) Motz, Regina (Uruguay) Acosta, Nelson (Argentina) Naiouf, Marcelo (Argentina) Aguirre Jorge Ramió (España) Navarro Martín, Antonio (España) Alfonso, Hugo (Argentina) Olivas Varela, José Ángel (España) Ardenghi, Jorge (Argentina) Padovani, Hugo (Argentina) Baldasarri Sandra (España) Pandolfi, Daniel (Argentina) Balladini, Javier (Argentina) Pardo, Álvaro (Uruguay) Bertone, Rodolfo (Argentina) Pesado, Patricia (Argentina) Bría, Oscar (Argentina) Piattini, Mario (España) Brisaboa, Nieves (España) Piccoli, María Fabiana (Argentina) Buckle, Carlos (Argentina) Printista, Marcela (Argentina) Bursztyn,Andrés (Argentina) Puppo, Enrico (Italia) Cañas, Alberto (EEUU) Rexachs, Dolores (España) Casali, Ana (Argentina) Reyes, Nora (Argentina) Castro Lechtaller, Antonio (Argentina) Riesco, Daniel (Argentina) Castro, Silvia (Argentina) Rodríguez, Ricardo (Argentina) Cechich, Alejandra (Argentina) Roig Vila, Rosabel (España) Coello Coello, Carlos (México) Rossi, Gustavo (Argentina) Constantini, Roberto (Argentina) Rosso, Paolo (España) Cukierman, Uriel (Argentina) Rueda, Sonia (Argentina) De Giusti, Armando (Argentina) Russo, Claudia (Argentina) De Vincenzi, Marcelo (Argentina) Sanz, Cecilia (Argentina) Deco, Claudia (Argentina) Simari, Guillermo (Argentina) Depetris, Beatriz (Argentina) Spositto, Osvaldo (Argentina) Diaz, Javier (Argentina) Steinmetz, Ralf (Alemania) Dix, Juerguen (Alemania) Suppi, Remo (España) Doallo, Ramón (España) Tarouco, Liane (Brasil) Docampo, Domingo (España) Tirado, Francisco (España) Echaiz, Javier (Argentina) Vendrell, Eduardo (España) Esquivel, Susana (Argentina) Velho, Luiz (Brasil) Estayno, Marcelo (Argentina) Vénere, Marcelo (Argentina) Estevez, Elsa (Naciones Unidas) Villagarcia Wanza, Horacio (Argentina) Falappa, Marcelo (Argentina) Feierherd, Guillermo (Argentina) Fernandez Slezak, Diego (Argentina) ORGANIZING COMMITEE Ferreti, Edgardo (Argentina) UNIVERSIDAD NACIONAL DE LA MATANZA Fillottrani, Pablo (Argentina) BUENOS AIRES – ARGENTINA Fleischman, William (EEUU) DEPARTAMENTO DE INGENIERÍA E GarcíaGarino, Carlos (Argentina) INVESTIGacIONES TECNOLÓGIcaS (UNLAM) GarcíaVillalba, Javier (España) Género, Marcela (España) Dean Giacomantone, Javier (Argentina) Ing. Osvaldo Mario Spositto Gómez, Sergio (Argentina) Gröller, Eduard (Austria) Guerrero, Roberto (Argentina) President Janowski, Tomasz (Naciones Unidas) Pontoriero, Daniel Kantor, Raul (Argentina) Coordinator Kuna, Horacio (Argentina) Lanzarini, Laura (Argentina) Gigante, Nora Leguizamón, Guillermo (Argentina) Members Loui, Ronald Prescott (EEUU) Stratta, Romina Luque, Emilio (España) Tesolín, Yamila Madoz, Cristina (Argentina) Malbrán, María (Argentina) Casalini, Danilo Malberti, Alejandra (Argentina) Salerno, Leslie Manresa Yee, Cristina (España) Ojeda, Juan M. PREFACE CACIC Congress CACIC is an annual Congress dedicated to the promotion and advancement of all aspects of Computer Science. The major topics can be divided into the broad categories included as Workshops (Intelligent Agents and Systems, Distributed and Parallel Processing, Software Engineering, Architecture, Nets and Operating Systems, Graphic Computation, Visualization and Image Processing, Information Technology applied to Education, Databases and Data Mining, Innovation in Software Systems, Security, Innovation in Computer Education, Computer Science Theory, Signal Processing, Real time Systems and Ethics in Computer Science). The objective of CACIC is to provide a forum within which to promote the development of Computer Science as an academic discipline with industrial applications, trying to extend the frontier of both the state of the art and the state of the practice. The main audience for, and participants in, CACIC are seen as researchers in academic departments, laboratories and industrial software organizations. CACIC started in 1995 as a Congress organized by the Network of National Universities with courses of study in Computer Science (RedUNCI), and each year it is hosted by one of these Universities. RedUNCI has a permanent Web site where its history and organization are described: http:// redunci.info.unlp.edu.ar. CACIC 2014 in La Matanza CACIC’14 was the twentieth Congress in the CACIC series. It was organized by the Department of Engineering and Technological Research at the La Matanza National University (http://www.unlam.edu.ar/) in La Matanza, Buenos Aires. The Congress included 13 Workshops with 135 accepted papers, 3 Conferences, 3 technical panels, 2 invited tutorials, different meetings related with Computer Science Education (Professors, PhD students, Curricula) and an International School with 6 courses. (http://cacic2014. ing.unlam.edu.ar/cacic2014/es/escuela/cursos-becas.jsp). CACIC 2014 was organized following the traditional Congress format, with 13 Workshops covering a diversity of dimensions of Computer Science Research. Each topic was supervised by a committee of 3-5 chairs of different Universities. The call for papers attracted a total of 230 submissions. An average of 2.5 review reports were collected for each paper, for a grand total of 594 review reports that involved about 206 different reviewers. A total of 135 full papers, involving 445 authors and 78 Universities, were accepted and 24 of them were selected for this book. Acknowledgments CACIC 2014 was made possible due to the support of many individuals and organizations. The Department of Engineering and Technological Research at the La Matanza National University, RedUNCI, the Secretary of University Policies, the National Ministry of Science and Technology, CIC and CONICET were the main institutional sponsors. This book is a very careful selection of best qualified papers. Special thanks are due to the authors, the members of the workshop committees, and all reviewers, for their contributions to the success of this book. ING. ARMANDO DE GIUSTI REDUNCI TABLE OF CONTENTS 13 XV Intelligent Agents and Systems Workshop Swarm Intelligence Algorithms on GPUs: One Exhaustive Revision Silvia Marta Molina, María Fabiana Piccol, Guillermo Leguizamón Applying CHC Algorithms on Radio Network Design for Wireless Communication Daniel Molina, Daniel Pandolfi, Andrea Villagra, Guillermo Leguizamón 39 XIV Distributed and Parallel Processing Workshop Methodology to predict the energy consumption of checkpoints in HPC system Javier Balladini, Marina Morán, Dolores Rexachs, Emilio Luque Performance tuning of the HDA* algorithm for multicore machines Victoria Sanz, Armando E. De Giusti, Marcelo Naiouf 63 XII Information Technology Applied to Education Workshop Determining the Profiles of Young People from Buenos Aires with a Tendency to Pursue Computer Science Studies María Emilia Charnelli, Laura Lanzarini, Guillermo Baldino, Javier Diaz A Novel