Mastering Data Management within Microservices Architecture
Duration: 400 h
Teaching: Project-based, interactive, with an emphasis on collaborative learning and practical application.
ISCED: 0613 - Computer Science
NQR: Level 7 - Postgraduate Degree
Mastering Data Management within Microservices Architecture
Description
Data Management in Microservices provides a comprehensive exploration of how to effectively handle data in microservices architectures. Participants will engage in hands-on projects that emphasize real-world applications of data management strategies, focusing on scalability, performance, and reliability. The course structure promotes active learning through interactive sessions and collaborative projects, culminating in the publication of results in Cademix Magazine, thereby enhancing professional visibility and credibility.
Throughout the course, learners will delve into critical topics that bridge theoretical knowledge and practical application. Participants will gain insights into the intricacies of data storage solutions, data consistency models, and the integration of various data management tools within microservices. The final project will challenge learners to design and implement a data management solution tailored to a microservices architecture, reinforcing their skills and knowledge in a practical context.
Syllabus:
Introduction to Microservices Architecture
Overview of Data Management Principles
Data Storage Solutions: SQL vs. NoSQL
Handling Data Consistency in Distributed Systems
Event Sourcing and CQRS in Microservices
Data Modeling Techniques for Microservices
Implementing API Gateways for Data Access
Monitoring and Logging Data in Microservices
Strategies for Data Migration and Integration
Final Project: Designing a Data Management Solution for Microservices
Prerequisites
Basic understanding of software development principles and familiarity with microservices architecture.
Target group
Graduates, job seekers, business professionals, and optionally researchers or consultants.
Learning goals
Equip participants with the skills to effectively manage data within microservices architectures, enabling them to design scalable and reliable data management solutions.
Final certificate
Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.
Special exercises
Case studies on real-world microservices implementations, group discussions, and peer reviews of project work.
Advanced Techniques for Ensuring Reliability in Distributed Systems
Duration: 400 h
Teaching: Project-based, interactive, with a focus on collaborative learning.
ISCED: 0613 - Computer Science
NQR: Level 7 - Postgraduate Education
Advanced Techniques for Ensuring Reliability in Distributed Systems
Description
Fault Tolerance in Distributed Systems provides an in-depth exploration of strategies and methodologies to enhance the reliability and availability of distributed applications. Participants will engage in project-based learning, focusing on real-world scenarios that illustrate the complexities and challenges of maintaining system integrity across diverse environments. The course emphasizes hands-on projects that culminate in a final deliverable, allowing learners to apply theoretical knowledge in practical settings.
Throughout the course, attendees will delve into essential topics such as redundancy, consensus algorithms, and recovery mechanisms. By the end, participants will not only grasp the fundamental principles of fault tolerance but also develop the ability to implement these strategies effectively within microservices architectures. This program is designed to foster collaboration and innovation, encouraging participants to publish their findings in Cademix Magazine, thereby contributing to the broader community of practice.
Introduction to Fault Tolerance Concepts
Overview of Distributed Systems Architecture
Redundancy Techniques: Active vs. Passive
Consensus Algorithms: Paxos and Raft
Designing for Failure: Circuit Breakers and Bulkheads
Data Replication Strategies
Implementing Checkpointing and Rollback Recovery
Monitoring and Observability in Distributed Systems
Case Studies: Real-World Fault Tolerance Implementations
Final Project: Designing a Fault-Tolerant Microservice Application
Prerequisites
Basic understanding of distributed systems and software engineering principles.
Target group
Graduates, job seekers, business professionals, and optionally researchers or consultants.
Learning goals
Equip participants with the skills to design and implement fault-tolerant systems in distributed environments.
Final certificate
Certificate of Attendance, Certificate of Expert, issued by Cademix Institute of Technology.
Special exercises
Participants will engage in group projects that simulate real-world fault scenarios and develop solutions collaboratively.
Understanding and Implementing Service-Oriented Architecture
Description
Service-Oriented Architecture Primer offers a comprehensive exploration of the principles and practices essential for designing and implementing service-oriented architectures. Participants will engage in project-based learning that emphasizes real-world applications, enabling them to develop the skills necessary to create scalable and maintainable microservices. The course focuses on practical implementation strategies and architectural patterns, providing attendees with the tools needed to navigate the complexities of modern software development.
Throughout the course, learners will collaborate on projects that reinforce their understanding of service-oriented design principles. By the end of the program, participants will have the opportunity to publish their project outcomes in Cademix Magazine, showcasing their expertise and contributing to the broader tech community. This interactive format not only enhances learning but also prepares participants for immediate application in their professional environments.
Introduction to Service-Oriented Architecture (SOA) concepts
Key characteristics and benefits of SOA
Microservices vs. Monolithic Architecture
Designing service interfaces and contracts
Service discovery and registration mechanisms
Data management in service-oriented environments
Implementing API gateways and service orchestration
Security considerations in SOA
Performance monitoring and logging strategies
Final project: Develop a microservices application using SOA principles
Prerequisites
Basic understanding of software development concepts and familiarity with programming languages.
Target group
Graduates, job seekers, business professionals, and optionally researchers or consultants.
Learning goals
Equip participants with the knowledge and skills to design, implement, and manage service-oriented architectures effectively.
Final certificate
Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.
Special exercises
Collaborative projects, case studies, and peer reviews.