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This graduate program

Acquire professional, scientific training with a high level of specialization in the analysis, design and implementation of high-performance systems, with a sustainable approach to offer innovative solutions in local and global environments.

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Call for applications

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Scholarships & Financial Support

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Admissions

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iteso

Program director

Luis Julián Domínguez Pérez, Ph.D
Doctor of Philosophy from Dublin City University (DCU), Master in Quality from the Institute of Higher Studies of Tamaulipas (IEST-Anáhuac), Master in Information Security from the University of La Rioja (UNIR) and Computer Systems Engineer from IEST-Anáhuac; he carried out his postdoctoral stays at CINVESTAV IPN and LTI.
His areas of interest include post-quantum cryptography, elliptic curves, and information security. He is a member of the IEEE, AMEXCOMP, IACR, and SMM.

iteso
iteso

Contact information:


33 3669 3434, ext. 3603
msc@iteso.mx


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Meet the faculty

Reasons to study

this master's degree


You enter a project that combines theory and practice for problem-solving, focused on developing skills and good programming practices.


You link your professional practice with technology-based companies and from the beginning of the master's program you participate in projects that seek to solve industry problems.


You receive support from an academic body whose members are part of the National System of Researchers, specializing in high-performance systems.

A program built for professionals like you

Admission profile
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This master's degree program is open to professionals:
  • Graduates of Computer Systems Engineering, Computing, Information Technologies, Computer Networks or other related fields, with skills in computer systems programming.
  • They have worked in research, development, administration, consulting and teaching activities in computer science, in any sector of the economy such as industry, commerce, services, the social sector and government.
  • Programmers, analysts, and developers who provide information management and analysis services.
  • They have developed computer systems and want to delve deeper into the methodologies for developing these systems geared towards industry.
  • From educational institutions where computer systems are the object of study.
Graduate profile
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Upon completion of the master's program you will be able to:
  • Analyze, design and implement efficient algorithms for the analysis and processing of massive amounts of information (Big Data), as well as model and analyze high-performance systems.
  • To propose efficient computational solutions.
  • Design and implement algorithms for searching and analyzing massive datasets.
  • Create large-scale systems and applications based on web services or mobile technology.
  • Implement the most important techniques of machine learning and deep learning for solving problems involving classification and prediction applied to text, images, audio and structured information.
  • Develop solutions that use some of the following technologies: R, Python, Java, Android Studio, DirectX, OpenGL, TensorFlow, Amazon Web Services (AWS), MongoDB, Hadoop, MapReduce, Cassandra, Neo4J, among others.

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The Lines of Knowledge Generation and Application (LGAC) are the thematic fields that characterize the program. They bring together the research or professional work trajectories of professors and students, from a systemic perspective of generating new knowledge or its application, according to their nature and approach.

In the Department of Electronics, Systems and Informatics (DESI) research work is oriented towards technological development for sustainable social well-being.
The problems it addresses are:

  • Sustainable competitiveness based on high value-added technological innovation.
  • Competitiveness based on technology management.
  • Competitiveness based on education and technology.

The solutions to these problems are based on formal theories and methodologies in the areas of mathematics, electronics, communication and control, information and management systems, and computer science.
The Knowledge Generation and Application Line of this postgraduate program is:

This refers to systems that make efficient use of resources, focusing on optimizing software performance and maximizing the processing power of the hardware on which they run. These systems, based on the use of supercomputer clusters or multi-core processors, focus on diverse application areas such as data warehousing, line-of-business (LOB) applications, and transaction processing, among others.

The following objects of study are included, but not limited to:

  • Representation, manipulation and interpretation of large volumes of data (in unrestricted format) in different contexts.
  • Automation of business processes (for example, to identify the best candidates to fill an available position) or identification of behavioral patterns of the organization's customers, so that better services can be offered to them.
  • Automation of services in e-commerce environments through systems that offer assistance to users to optimize their transactions in terms of time, cost and security.
  • Processing large amounts of information needed to carry out experiments and technological developments related to scientific computing.
  • Manipulation (compression and transformation) of multimedia content in entertainment environments.
  • Simulation of natural and/or social phenomena (e.g., traffic flow in a city, crowd behavior in places of mass concentration such as concerts or demonstrations, behavior of natural disasters such as fires, earthquakes or storms).
  • Pattern recognition (for example, to identify elements that appear in still images or video for quality assurance purposes in manufacturing processes or detection of defects and/or counterfeits, prevention and resolution of crimes, etc.).

The topics covered by the line are:

  • Concurrent and parallel systems.
  • Distributed and cloud computing.
  • Analysis of structured, unstructured, and massive amounts of information.
  • Scientific computation.
  • Computer graphics.

 

 

Lines of Knowledge Generation and Application

The Lines of Knowledge Generation and Application (LGAC) are the thematic fields that characterize the program. They bring together the research or professional work trajectories of professors and students, from a systemic perspective of generating new knowledge or its application, according to their nature and approach.

In the Department of Electronics, Systems and Informatics (DESI) research work is oriented towards technological development for sustainable social well-being.
The problems it addresses are:

  • Sustainable competitiveness based on high value-added technological innovation.
  • Competitiveness based on technology management.
  • Competitiveness based on education and technology.

The solutions to these problems are based on formal theories and methodologies in the areas of mathematics, electronics, communication and control, information and management systems, and computer science.
The Knowledge Generation and Application Line of this postgraduate program is:

This refers to systems that make efficient use of resources, focusing on optimizing software performance and maximizing the processing power of the hardware on which they run. These systems, based on the use of supercomputer clusters or multi-core processors, focus on diverse application areas such as data warehousing, line-of-business (LOB) applications, and transaction processing, among others.

The following objects of study are included, but not limited to:

  • Representation, manipulation and interpretation of large volumes of data (in unrestricted format) in different contexts.
  • Automation of business processes (for example, to identify the best candidates to fill an available position) or identification of behavioral patterns of the organization's customers, so that better services can be offered to them.
  • Automation of services in e-commerce environments through systems that offer assistance to users to optimize their transactions in terms of time, cost and security.
  • Processing large amounts of information needed to carry out experiments and technological developments related to scientific computing.
  • Manipulation (compression and transformation) of multimedia content in entertainment environments.
  • Simulation of natural and/or social phenomena (e.g., traffic flow in a city, crowd behavior in places of mass concentration such as concerts or demonstrations, behavior of natural disasters such as fires, earthquakes or storms).
  • Pattern recognition (for example, to identify elements that appear in still images or video for quality assurance purposes in manufacturing processes or detection of defects and/or counterfeits, prevention and resolution of crimes, etc.).

The topics covered by the line are:

  • Concurrent and parallel systems.
  • Distributed and cloud computing.
  • Analysis of structured, unstructured, and massive amounts of information.
  • Scientific computation.
  • Computer graphics.

 

 

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A Rich Graduate Experience

ITESO’s graduate programs are supported by a renowned academic faculty comprising leading experts in their fields, who are actively engaged in real-world projects that offer concrete solutions. The university boasts over 100 researchers, 79 of whom are affiliated with Mexico’s National System of Researchers (SNII). Some are also members of the Mexican Academy of Sciences.

Research at ITESO generates new, rigorous, and relevant knowledge focused on some of the region’s and country’s most pressing challenges. Areas of impact include human rights, access to justice, renewable energy, sustainable resource management, food security, mental health and well-being, quality education, data science, and public communication, among others. These programs aim to offer development alternatives, influence public policy, foster technological innovation, and promote socially impactful projects.

One of the key advantages of ITESO’s graduate programs is the opportunity for international academic exchange through alliances with the International Association of Jesuit Universities (IAJU), a global network of over 320 institutions. Additionally, programs supported by Conacyt offer research stays in Mexico and abroad for fieldwork, study, or the completion of research projects.

Sustainability is an institutional priority that drives research, education, and community engagement projects at ITESO. These initiatives aim to develop comprehensive, long-term strategies for ecosystem stewardship that are in harmony with local communities. ITESO’s campus is one of the most sustainable in the country, and among the few in the world with a protected forest on its grounds.

ITESO offers access to more than 100 specialized laboratories in areas such as nanotechnology, data science, food engineering, mechatronics, biotechnology, chemistry, systems, communication, multimedia, languages, nutrition, neuromarketing, arts, building technologies, and more. Facilities also include simulated courtrooms, exhibition spaces, mediation rooms, and audiovisual projection labs.

ITESO’s lectures foster dialogue, critical thinking, and the exchange of ideas across sectors. They provide spaces for collaboration between academia, industry, and civil society, aimed at generating knowledge with high social impact. These initiatives also strengthen academic networks and support faculty and student mobility.

With more than 80 active academic journals and a robust catalogue of books, ITESO leads private universities in the region in scholarly publishing. Publications cover diverse disciplines, promote interdisciplinary collaboration, and are widely accessible—many available for free download online.

ITESO holds the most significant number of industry collaboration agreements among private universities in western Mexico. The university also offers dual-degree programs with institutions such as the University of Koblenz (Germany), Boston College, and Central Michigan University (USA).

ITESO’s library houses more than 640,000 physical volumes and 200,000 digital resources, including books, journals, blueprints, films, and a collection of rare and antique books. Open to the public, the library features reading rooms, exhibition spaces, a cinema, an agora, a material library, and collaborative workspaces.

ITESO offers expert consulting and support for businesses at all stages of development through the Center for Innovation and Technology Management, the High-Impact Social Innovation Center, and the University-Business Center. Graduate students engage in projects focused on entrepreneurship, innovation, business acceleration, solidarity economies, and fair trade alternatives.

ITESO’s graduate programs are supported by a renowned academic faculty comprising leading experts in their fields, who are actively engaged in real-world projects that offer concrete solutions. The university boasts over 100 researchers, 79 of whom are affiliated with Mexico’s National System of Researchers (SNII). Some are also members of the Mexican Academy of Sciences.

Research at ITESO generates new, rigorous, and relevant knowledge focused on some of the region’s and country’s most pressing challenges. Areas of impact include human rights, access to justice, renewable energy, sustainable resource management, food security, mental health and well-being, quality education, data science, and public communication, among others. These programs aim to offer development alternatives, influence public policy, foster technological innovation, and promote socially impactful projects.

One of the key advantages of ITESO’s graduate programs is the opportunity for international academic exchange through alliances with the International Association of Jesuit Universities (IAJU), a global network of over 320 institutions. Additionally, programs supported by Conacyt offer research stays in Mexico and abroad for fieldwork, study, or the completion of research projects.

Sustainability is an institutional priority that drives research, education, and community engagement projects at ITESO. These initiatives aim to develop comprehensive, long-term strategies for ecosystem stewardship that are in harmony with local communities. ITESO’s campus is one of the most sustainable in the country, and among the few in the world with a protected forest on its grounds.

ITESO offers access to more than 100 specialized laboratories in areas such as nanotechnology, data science, food engineering, mechatronics, biotechnology, chemistry, systems, communication, multimedia, languages, nutrition, neuromarketing, arts, building technologies, and more. Facilities also include simulated courtrooms, exhibition spaces, mediation rooms, and audiovisual projection labs.

ITESO’s lectures foster dialogue, critical thinking, and the exchange of ideas across sectors. They provide spaces for collaboration between academia, industry, and civil society, aimed at generating knowledge with high social impact. These initiatives also strengthen academic networks and support faculty and student mobility.

With more than 80 active academic journals and a robust catalogue of books, ITESO leads private universities in the region in scholarly publishing. Publications cover diverse disciplines, promote interdisciplinary collaboration, and are widely accessible—many available for free download online.

ITESO holds the most significant number of industry collaboration agreements among private universities in western Mexico. The university also offers dual-degree programs with institutions such as the University of Koblenz (Germany), Boston College, and Central Michigan University (USA).

ITESO’s library houses more than 640,000 physical volumes and 200,000 digital resources, including books, journals, blueprints, films, and a collection of rare and antique books. Open to the public, the library features reading rooms, exhibition spaces, a cinema, an agora, a material library, and collaborative workspaces.

ITESO offers expert consulting and support for businesses at all stages of development through the Center for Innovation and Technology Management, the High-Impact Social Innovation Center, and the University-Business Center. Graduate students engage in projects focused on entrepreneurship, innovation, business acceleration, solidarity economies, and fair trade alternatives.

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Research at ITESO

“Universities are called to be places of possibilities — to open horizons through research and engagement”.

Arturo Sosa, SJ

 

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Activities

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Accreditations

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