Software Engineering in the Era of Cloud Computing

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14+ Interactive Lessons

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Interactive Lessons

14+ Interactive Lessons |

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Lesson Plan

Introduction

Overview
Objectives
Organization

Requirements Engineering Framework for Service and Cloud Computing (REF-SCC)

Introduction
BPMN as Requirements Engineering Method
BPMN Requirements Engineering Life Cycle for Service and Cloud Computing (BPMN-RELC-SCC)
BPMN Combined Infrastructure Overview
Requirements Engineering Framework for Service and Cloud Computing (REF-SCC)
Reference Architecture for Service and Cloud Computing
Experimental Validation
Conclusion

Toward an Effective Requirement Engineering Approach for Cloud Applications

Introduction
Related Work
Cloud Application Evolution
Key Drivers of Cloud Applications
Cloud Applications Requirements Engineering
Cloud Application Qualities and Requirements
Enabling Technologies for SaaS Qualities
Conclusion

Requirements Engineering for Large-Scale Big Data Applications

Introduction
Research Methodology Using Systematic Literature Review
Related Work
Requirements Engineering for Big Data
Conclusion and Future Work

Migrating from Monoliths to Cloud-Based Microservices: A Banking Industry Example

Introduction
Monolithic Applications: Background and Challenges
Microservices: A Cloud-Based Alternative
Building Cloud-Based Applications
Transitioning from Monoliths to Cloud-Based Microservices
Conclusion

Cloud-Enabled Domain-Based Software Development

Introduction
Background
Motivation and Related Work
Suggested Development Paradigm
Discussion
Conclusion

Security Challenges in Software Engineering for the Cloud: A Systematic Review

Introduction
Motivation
Related Works
Methodology
Results
Conclusion and Future Work

Software Engineering Framework for Software Defe...ent Using Machine Learning Techniques with Azure

Introduction
Machine Learning Application to Software Engineering Analytics: Literature Review
Machine/Deep Learning Approaches to Software Engineering
Software Engineering Analytics Using Big Data
Software Defects
Software Defect Detection Techniques and Tools
Bug Prediction in Software Development
Neural Network Approach for Bug Prediction to Estimate Software Costs and to Feed New Requirements
Service-Oriented Approach to Providing Bug Prediction
Cloud Software Engineering for Machine Learning Applications
Experiment with Microsoft Azure Machine Learning
Critical Evaluations of Neural Network Approache...ir Application in Software Engineering Analytics
Conclusion and Future Work

Sentiment Analysis of Twitter Data Through Machine Learning Techniques

Introduction
Literature Review
Methodology
Results
Conclusions and Future Research

Connection Handler: A Design Pattern for Recovery from Connection Crashes

Introduction
Related Work
General Design of a Connection-Oriented Application
Connection Handler Design Pattern
Design of Reliable Applications Using the Connection Handler Design Pattern
Experimental Evaluation
Conclusion

A Modern Perspective on Cloud Testing Ecosystems

Introduction
Cloud Testing
Cloud Testing and Deployment Models
Tools and Frameworks for Cloud Testing
Conclusion

Towards Green Software Testing in Agile and DevO...loud Virtualization for Environmental Protection

Introduction
Cloud Computing and Services on the Cloud
Green Computing
Green Software Testing on the Cloud
Cloud Vendors’ Provision of TaaS
Green Testing on the Cloud: Agile and DevOps Software Development
Conclusion

Machine Learning as a Service for Software Process Improvement

Introduction
Overview of Software Process Improvement
Measurable Metrics for SPI
Overview of Machine Learning
Qualitative Research
Development of the Maturity Model
Prototype Development
Evaluation
Conclusion and Further Research

Comparison of Data Mining Techniques in the Cloud for Software Engineering

Introduction
Related Works
Materials and Methods
Experimental Studies
Conclusion

Hands-on LAB Activities (Performance Labs)

Requirements Engineering Framework for Service and Cloud Computing (REF-SCC)

Toward an Effective Requirement Engineering Approach for Cloud Applications

Requirements Engineering for Large-Scale Big Data Applications

Migrating from Monoliths to Cloud-Based Microservices: A Banking Industry Example

Cloud-Enabled Domain-Based Software Development

Security Challenges in Software Engineering for the Cloud: A Systematic Review

Software Engineering Framework for Software Defe...ent Using Machine Learning Techniques with Azure

Sentiment Analysis of Twitter Data Through Machine Learning Techniques

Connection Handler: A Design Pattern for Recovery from Connection Crashes

A Modern Perspective on Cloud Testing Ecosystems

Towards Green Software Testing in Agile and DevO...loud Virtualization for Environmental Protection

Machine Learning as a Service for Software Process Improvement

Comparison of Data Mining Techniques in the Cloud for Software Engineering

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Software Engineering in the Era of Cloud Computing