Why Study Software Engineering?

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson
Download our mobile app to listen on the go
Get App

Questions and Answers

Which of the following is NOT a typical goal of software engineering?

  • Minimizing documentation (correct)
  • Developing high-quality software
  • Collaborating effectively in cross-functional teams
  • Adapting to evolving technologies

What is the primary objective of Systems Analysis and Design (SAD)?

  • Writing code for new systems
  • Creating user interfaces
  • Managing network infrastructure
  • Developing information systems to meet organizational needs (correct)

Which of the following is a Key Concept of System Analysis and Design?

  • Network Administration Protocols
  • Information System (correct)
  • Database Normalization Techniques
  • Cybersecurity Threat Modeling

Which activity is performed during the System Planning phase of the SDLC?

<p>Defining the project scope and objectives (D)</p> Signup and view all the answers

What is the purpose of a feasibility study in system planning?

<p>To determine if the proposed system is viable (D)</p> Signup and view all the answers

What does 'defining the boundaries of the system' achieve in Project Scope Definition?

<p>Specifies what the system will and will not do (C)</p> Signup and view all the answers

During which phase of the SDLC are data flow diagrams (DFDs) typically created?

<p>Analysis (A)</p> Signup and view all the answers

In System Analysis, what is the purpose of requirement validation?

<p>Ensuring requirements are complete, consistent, and unambiguous (C)</p> Signup and view all the answers

Which deliverable is commonly produced during the System Analysis phase?

<p>Requirements specification document (C)</p> Signup and view all the answers

What is the primary goal of system design?

<p>Creating a detailed blueprint for the system (B)</p> Signup and view all the answers

In system design, what does architectural design primarily focus on?

<p>Defining the system's modules and their interactions (B)</p> Signup and view all the answers

What is the purpose of normalizing data during database design?

<p>To eliminate data redundancy and improve efficiency (A)</p> Signup and view all the answers

What is the main purpose of system documentation?

<p>To record all aspects of the system for future reference (C)</p> Signup and view all the answers

Which type of documentation guides users on how to operate the system?

<p>User manuals (D)</p> Signup and view all the answers

What is the primary purpose of API documentation?

<p>To provide details about interfaces and endpoints (A)</p> Signup and view all the answers

In which scenario is system documentation MOST essential?

<p>When the system will be maintained by a different team (B)</p> Signup and view all the answers

What is the main focus when balancing effort and value in system documentation?

<p>Focusing on what adds value (D)</p> Signup and view all the answers

What distinguishes system documentation from project documentation?

<p>System documentation is permanent and serves as a long-term reference. (D)</p> Signup and view all the answers

Which of the following testing methodologies is performed sequentially after each phase of development?

<p>Waterfall Model Testing (C)</p> Signup and view all the answers

In Agile testing, what is a key characteristic regarding feedback loops?

<p>Frequent feedback loops between developers, testers, and stakeholders (A)</p> Signup and view all the answers

What characterizes the V-Model testing methodology?

<p>It maps testing activities to corresponding development phases (A)</p> Signup and view all the answers

What is the main focus of DevOps testing?

<p>Combining development, operations, and testing into a continuous cycle (A)</p> Signup and view all the answers

Which testing methodology is appropriate for large systems with modular architectures?

<p>Incremental Testing (A)</p> Signup and view all the answers

Which testing methodology focuses on risk analysis at each iteration?

<p>Spiral Testing (C)</p> Signup and view all the answers

What is the core principle of Black Box testing?

<p>Testing without knowledge of the internal code (C)</p> Signup and view all the answers

Which Black Box testing technique divides input data into equivalent groups to reduce test cases?

<p>Equivalence Partitioning (D)</p> Signup and view all the answers

What does White Box testing primarily focus on?

<p>Testing the internal logic and structure of the code (A)</p> Signup and view all the answers

Which type of code coverage is ensured by Statement Coverage?

<p>Every line of code is executed (D)</p> Signup and view all the answers

What kind of testing combines elements of both Black Box and White Box testing?

<p>Gray Box Testing (C)</p> Signup and view all the answers

Which type of testing documentation outlines the overall testing strategy, objectives, and scope?

<p>Test Plan (C)</p> Signup and view all the answers

What information is included within Test Cases?

<p>Specific conditions and steps to validate functionality (B)</p> Signup and view all the answers

Which component of testing documentation is used to automate test cases?

<p>Test Scripts (C)</p> Signup and view all the answers

Which type of testing documentation records the execution of test cases, pass/fail status and encountered issues?

<p>Test Logs (C)</p> Signup and view all the answers

What should a Defect Report include?

<p>Identified defects, their severity, and steps to reproduce them (D)</p> Signup and view all the answers

What is the main purpose of a Test Summary Report?

<p>To summarize the testing effort, results, and conclusions (A)</p> Signup and view all the answers

What is the high-level risk associated with Big Bang Integration?

<p>High risk due to the complexity of integrating everything at once (B)</p> Signup and view all the answers

What is the advantage of Incremental Integration?

<p>It reduces risk by identifying issues early (A)</p> Signup and view all the answers

In Top-Down Integration, what is required for lower-level modules during testing?

<p>Stubs (C)</p> Signup and view all the answers

What is the purpose of 'drivers' in Bottom-Up Integration?

<p>To simulate higher-level modules (C)</p> Signup and view all the answers

What is the primary benefit of Continuous Integration (CI)?

<p>Early detection of integration issues (B)</p> Signup and view all the answers

Which deployment methodology involves deploying the entire system at once?

<p>Big Bang Deployment (B)</p> Signup and view all the answers

What is the main advantage of Phased Deployment?

<p>Reduces risk by allowing gradual adoption (C)</p> Signup and view all the answers

Which deployment strategy runs the new system alongside the old system?

<p>Parallel Deployment (B)</p> Signup and view all the answers

Which deployment methodology uses two identical environments (blue and green)?

<p>Blue-Green Deployment (B)</p> Signup and view all the answers

Which deployment methodology rolls out the new system to just a small user base?

<p>Canary Deployment (A)</p> Signup and view all the answers

During system deployment, what is the purpose of deploying to a staging environment?

<p>To test the system in an environment that mirrors production (B)</p> Signup and view all the answers

Which type of documentation provides step-by-step instructions for operating and maintaining the system?

<p>Runbooks (C)</p> Signup and view all the answers

Flashcards

Software Engineering Goal

Developing quality software that fulfills user needs and business goals in an effective way.

Systems Analysis and Design (SAD)

A structured development approach for information systems, involving problem analysis, requirements gathering, solution design, and documentation.

System Development Life Cycle (SDLC)

Refers to a framework defining the phases of building an information system, from planning to maintenance.

System Planning

The initial SDLC phase defining project scope/objectives by identifying new system needs or improvements.

Signup and view all the flashcards

Feasibility Study

Evaluating a proposed system's technical, economic, and operational viability.

Signup and view all the flashcards

Project Scope Definition

Defining system boundaries, identifying what a system will and will not do.

Signup and view all the flashcards

Risk Assessment

Includes identifying potential risks and developing strategies to mitigate them.

Signup and view all the flashcards

System Analysis

Gathering and interpreting user needs to define functional system specifications.

Signup and view all the flashcards

Data Flow Diagrams (DFDs)

Creating diagrams to show how data moves through a system.

Signup and view all the flashcards

Requirement Validation

Ensuring all specifications are unambiguous, consistent, and complete.

Signup and view all the flashcards

System Design

Conceptualizing a detailed solution, including the system architecture, database design, and user interface.

Signup and view all the flashcards

Architectural Design

Choosing appropriate architectures like client-server.

Signup and view all the flashcards

System Documentation

Recording all system aspects, including design, function, and usage, for reference.

Signup and view all the flashcards

Code Comments

Explains the code's function.

Signup and view all the flashcards

User Manuals

Guiding the user on how to operate the system.

Signup and view all the flashcards

Installation Guides

Outlines steps for deploying the system.

Signup and view all the flashcards

Importance of Documentation

Ensures knowledge transfer.

Signup and view all the flashcards

Requirement Specification

Ensures functional and non-functional aspects are captured

Signup and view all the flashcards

Software and System Testing

Testing ensures the software meets requirements and functions as intended, free from defects.

Signup and view all the flashcards

Testing Methodologies

Structured testing approaches ensuring systematic, repeatable, and aligned activities.

Signup and view all the flashcards

Waterfall Model Testing

Sequential testing after each development phase completion (e.g., requirements, design, implementation).

Signup and view all the flashcards

Agile Testing

Testing integrated into the iterative development process with frequent feedback loops.

Signup and view all the flashcards

Black Box Testing

Tests the system without knowing the system's internal structure and code.

Signup and view all the flashcards

White Box Testing

Tests the code's internal logic and structure.

Signup and view all the flashcards

Gray Box Testing

Combines black and white box elements.

Signup and view all the flashcards

Regression Testing

Verifies that recent changes don't input new defects.

Signup and view all the flashcards

Performance Testing

Evaluates system's performance.

Signup and view all the flashcards

Security Testing

Detects vulnerabilities and ensures data protection.

Signup and view all the flashcards

Usability Testing

Evaluates the system’s functionality and intuitiveness.

Signup and view all the flashcards

Integration Plan

Outlines testing scope and objectives.

Signup and view all the flashcards

System Deployment

Release the system into production.

Signup and view all the flashcards

Big Bang Deployment

Deploy everything at once.

Signup and view all the flashcards

Parallel Deployment

Run new system alongside old .

Signup and view all the flashcards

Deploy to Staging

Testing a mirror copy of live.

Signup and view all the flashcards

Combining software modules to act as a whole

System Integration

Signup and view all the flashcards

Backup and Recovery Tools

Ensuring integrity using backup.

Signup and view all the flashcards

Monitoring Tools

Detect anomalies.

Signup and view all the flashcards

Automation tools

Automates repetitive tasks.

Signup and view all the flashcards

Adaptive Maintenance

Modify the system to adapt.

Signup and view all the flashcards

Corrective Maintenance

Resolve issues that cause system failures or unexpected behavior.

Signup and view all the flashcards

Study Notes

Why Study Software Engineering?

  • A solid foundation in software engineering is essential in today's digital age for those working on web applications, mobile apps, enterprise systems, or embedded systems
  • Prepares one to develop high-quality software meeting business and user needs
  • Enables effective collaboration in cross-functional teams
  • Provides adaptability to evolving technologies and methodologies
  • Allows contribution to innovative solutions for real-world problems

Systems Analysis and Design (SAD)

  • SAD is a structured approach used to develop information systems that address an organization's needs
  • Understanding the problem domain, analyzing requirements, designing solutions, and documenting the process are key activities.
  • This process documentation allows for future reference

System Analysis and Design Definition

  • SAD involves either creating an information system or changing it so that it supports the people who use it and are affected by it
  • SAD integrates ideas from computer science, engineering, and business to create systems that work well and efficiently

Key System Analysis and Design Concepts

  • Information System: This system collects, processes, stores, and sends out data to provide information that is meaningful
  • System Development Life Cycle (SDLC): SDLC defines the steps to build an information system which involves planning, analysis, design, implementation, and maintenance
  • Objectives:
    • Developed systems must fulfill user needs
    • Resources (time, cost, and effort) should be used effectively
    • Systems should be high-quality, scalable, and easy to maintain

Importance of System Analysis and Design

  • SAD aligns business goals with IT solutions
  • SAD reduces risks in system development
  • SAD provides a roadmap for project execution
  • SAD facilitates communication between technical and non-technical stakeholders

System Planning Defined

  • System planning occurs as the first SDLC stage
  • System planning defines the scope and objectives of a project and involves the need for a new system or improvements to an existing one

Key Activities in System Planning

  • Feasibility Study:
    • Determines technical, economic, and operational feasibility
    • Recommends the best alternative
  • Project Scope Definition:
    • System boundaries (what it will and will not do) are defined
    • Identifies key stakeholders and their roles
  • Resource Allocation:
    • Estimates time, budget, and personnel
    • Develops a project plan with milestones and deliverables
  • Risk Assessment:
    • Identifies potential risks and mitigation strategies
    • Prioritizes risks by impact and likelihood

Output of System Planning

  • Project charter or proposal outlining the goals, scope, and expected outcomes
  • Feasibility report summarizes the analysis and recommendations

Definition of System Analysis

  • Analysis involves gathering and interpreting user needs
  • Analysis also helps to have a better understanding of what the system will be used for and setting functional requirement specifications for the system being developed

System Analysis Key Activities

  • Requirement Gathering:
    • Uses interviews, surveys, and workshops with stakeholders
    • Tools such as use cases, user stories, and scenarios are utilized to capture the requirements
  • Data Modeling:
    • Data flow diagrams (DFDs) visualize how data moves
    • Entity-relationship diagrams (ERDs) represent data structures
  • Process Modeling:
    • Business processes are analyzed using flowcharts, activity diagrams, or BPMN (Business Process Model and Notation)
    • Inefficiencies are identified as well as Improvements
  • Requirement Validation:
    • Requirements must be complete, consistent, and unambiguous
    • Obtain stakeholder sign-off to confirm agreement

System Analysis Output

  • Requirements specification document details functional and non-functional requirements
  • Data models and process models describe system structure and behavior

System Design Defined

  • System design is where solutions are conceptualized, involving creating a system architecture blueprint, database design, user interface, and other components

Key Activities in System Design

  • Architectural Design:
    • Choose architecture (e.g., client-server, microservices, cloud-based)
    • Define modules and their interactions
  • Database Design:
    • Normalize data for efficiency and to eliminate redundancy
    • Design tables, relationships, and indexes based on ERD
  • User Interface Design:
    • Develop wireframes and mockups to visualize the user interface
    • Ensure usability and accessibility standards
  • Algorithm Design:
    • Write pseudocode or flowcharts for critical algorithms
    • Optimize performance and resource usage
  • Technology Selection:
    • Choose programming languages, frameworks, and tools based on project requirements
    • Consider scalability, security, and maintainability

System Design Output

  • Detailed design documents include architectural diagrams, database schemas, and UI prototypes
  • Technical specifications for developers guide system implementation

System Documentation Defined

  • System documentation records all aspects of the system, including design, functionality, and usage. It serves as a reference for developers, testers, and end-users

Types of System Documentation

  • Technical Documentation:
    • Design Documents: Describes the system architecture, database design, and algorithms
    • API Documentation: details interfaces and endpoints.
    • Code Comments: Explains code segments
  • User Documentation:
    • User Manuals: Guides users on operations
    • Help Files: Quick access to troubleshooting
    • Training Materials: Supports user training sessions
  • Operational Documentation:
    • Installation Guides: Outlines deployment steps
    • Maintenance Manuals: provides update and repair instructions

System Documentation Best Practices

  • Use clear and concise language
  • Organize content logically and include visuals (diagrams, screenshots)
  • Keep documentation up-to-date throughout the system lifecycle

Importance of System Documentation

  • Facilitates knowledge transfer
  • Ensures consistency and standardization
  • Supports system maintenance and future enhancements

When to Use System Documentation

  • Maintenance and Updates:
    • If a different team needs to maintain or update the system
  • Long-Lived Solutions:
    • If the system is expected to last over a year
  • Complex Systems:
    • If the system uses multiple components or integrations

How to Use System Documentation

  • Identify the Audience:
    • Know who will use the documentation (developers, users, etc.)
  • Understand Their Needs:
    • Engage stakeholders to know their information needs
  • Plan Creation and Maintenance:
    • Decide when and how documentation will be created
  • Choose a Repository:
    • Select a central, accessible location
  • Keep It Up-to-Date:
    • Regularly review and update documentation

Caveats and Considerations for System Documentation

  • Balance Effort and Value:
    • Avoid over-documenting, focus on what adds value
  • Differentiate Between Project and System Documentation:
    • Project documentation is temporary, system documentation is permanent
  • Adopt Lightweight Approaches:
    • Employ concise formats like "Given-When-Then" scenarios
  • Leverage Tools:
    • Use tools like Confluence, Notion, or Git-based documentation systems
    • Automate generation of API documentation using Swagger

Software and System Testing Defined

  • Testing ensures the software meets requirements, functions as intended, and is free from defects
  • It involves evaluating system behavior under conditions to identify bugs, verify functionality, and validate performance.

Testing Methodologies Defined

  • Structured approaches define testing activity planning, execution, and evaluation to ensure testing is systematic, repeatable, and aligned with project goals

Key Testing Methodologies

  • Waterfall Model Testing:
    • Testing happens after each development phase (requirements, design, implementation)
    • Suitable for projects with clear needs, has changes that are difficult, and has limited flexibility
  • Agile Testing:
    • Testing is integrated with feedback loops between developers, testers, and stakeholders
    • Focuses on continuous testing, improvement, collaboration, and adaptability
  • V-Model Testing:
    • A Waterfall variation maps testing activities to development phases
    • Emphasizes early defect detection
  • DevOps Testing:
    • Combines development, operations, and testing into a continuous cycle via automation
    • Focuses on Continuous Integration/Continuous Deployment (CI/CD) and automated testing
  • Incremental Testing:
    • System is tested incrementally as modules are developed and integrated
    • Reduces risk by identifying early issues and being useful for modular architectures
  • Spiral Testing:
    • Combines Waterfall and Agile, focusing on risk analysis at iterations
    • Suitable for complex, high-risk projects

Testing Techniques Defined

  • Testing techniques are specific methods used to design and execute test cases to help make sure the system is fully tested and to improve how well the testing works

Types of Testing Techniques

  • Black Box Testing:
    • Tests system functionality without knowledge of its internal code
    • Validates inputs, outputs, and functionality against requirements
    • Involves: Equivalence Partitioning which reduces test cases and Boundary Value Analysis that tests values at input ranges
  • White Box Testing:
    • Tests internal logic and code structure with a focus on ensuring code correctness and identifying errors
    • Uses techniques such as statement coverage that every line of code is executed, branch coverage for all decision points, and path testing for all possible execution paths
  • Gray Box Testing:
    • Combines elements of Black Box and White Box testing with partial knowledge of the system internals
    • Checks functionality while having some awareness of the system's internal workings
  • Exploratory Testing:
    • Testers explore the system without predefined test cases for unexpected issues and usability
  • Regression Testing:
    • Verifies recent changes have not introduced new defects while also ensuring existing functionality remains intact
  • Performance Testing:
    • Evaluates the system's performance under certain conditions
    • Includes Load Testing which tests under expected conditions, Stress Testing that tests severe conditions, and Scalability Testing that tests the scale of the system
  • Security Testing:
    • Identifies vulnerabilities and ensures data protection
    • Focuses on protection against threats such as SQL injection, cross-site scripting (XSS), and unauthorized access
  • Usability Testing:
    • Evaluates the system's ease of use and user experience
    • Focuses on if the system is intuitive and meets user expectations

Testing Documentation Defined

  • Testing documentation records the testing process and includes test plans, test cases, results, and reports to ensure that the testing process is thorough, keeps track of changes, and is reliable

Key Components of Testing Documentation

  • Test Plan:
    • Outlines overall testing strategy, objectives, scope, and resources.
    • Details testing scope, objectives, milestones, schedules, roles/responsibilities, and risk analysis
  • Test Cases:
    • Defines testing steps
    • Contains a Test Case ID, all preconditions, step instructions, the outcomes of what's expected, and the actual results
  • Test Scripts:
    • Automates test cases using scripts or tools like Selenium, JUnit, and TestNG
  • Test Logs:
    • Records the results for test cases and the details of issues encountered
  • Defect Reports:
    • Documents what defects were found, how severe they are, and how to reproduce them, such as defect ID, related steps, severity,and the resolution status
  • Test Summary Report:
    • Summarizes the complete conclusion summarizing the testing effort, results, and key findings

System Deployment and Integration Defined

  • Critical phases in the Software Development Life Cycle (SDLC) are Deployment and integration
  • SDLC ensures the transition of a system from development as seamless as possible
  • These phases include the integration of diverse system components, deployment into operational environments, and documentation for future reference

System Integration

  • System integration combines individual software pieces into a completed unified system that interacts correctly and meets overall system requirements

Key System Integration Methodologies

  • Big Bang Integration:
    • All components are implemented at once
    • Is high risk and suitable for small systems with minimum dependencies
  • Incremental Integration:
    • Integrated with one other component of smaller groups with tests after
    • Reduces risks, and is continuously improved on, while providing continual feedback
  • Top-Down Integration:
    • Progressively integrates highest-level modules with lower-level ones
    • Useful with systems where high-level function is prioritized
  • Bottom-Up Integration:
    • Progressively integrates lowest-level modules with higher-level ones and ensures the foundational components are stable.
  • Sandwich Integration (Hybrid Approach):
    • Integrates top-down and bottom-up
    • Balances the advantages of both methodologies and reduces dependency on stubs and drivers
  • Continuous Integration (CI):
    • Developers integrate code into a shared repository, triggering automated builds and tests, supporting collaboration and early detection of integration issues

System Integration Processes

  • Requirement Analysis:
    • Understand the interfaces, interactions, and dependencies between components
  • Design Integration Strategy:
    • methodology choice is based on the complexity as well as the risks
  • Develop Integration Tests:
    • Test cases are created to validate component interaction
  • Execute Integration:
    • Combine components and compatibility tests are done
  • Resolve Issues:
    • Known defects are identified
  • Validate End-to-End Functionality: -System-wide testing to ensure all components work properly

System Deployment Defined

  • Deployment is the release of the system for end users and involves planning, preparation, execution, and monitoring to ensure a smooth transition

Key System Deployment Methodologies

  • Big Bang Deployment:
    • A quick complete deployment of a new systems, however, it holds a large risk
  • Phased Deployment:
    • A gradual deployment of features or modules that allows for feedback
  • Parallel Deployment:
    • Both new and legacy system runs at the same time.
  • Blue-Green Deployment:
    • Only 1 active environment at a time, the inactive environment is always updated
  • Canary Deployment:
    • A deployment using only a handful a users for testing
  • Rolling Deployment:
    • Incremental deployment across server to ensure availability

System Deployment Processes

  • Preparation:
    • The deployment strategy is planned
  • Build and Package:
    • Preparing to Deploy
  • Deploy to Staging:
    • testing in a state like environment
  • Execute Deployment:
    • Deployment to a production environment
  • Post-Deployment Testing:
    • Testing and reviewing environment
  • Monitor and Optimize:
    • Continuously checking performance

System Deployment and Integration Documentation Defined

  • Documentation provides a historical record and accountability and traceability to keep track of the work that is being done

Key Components of Documentation

  • Integration Plan:
    • How to strategically integrate the components
  • Deployment Plan:
    • Defines strategy, schedule, and implementation
  • Configuration Management:
    • Configuration settings
  • Tools:
    • Configuration of software
  • Test Report:
    • Results of integration
  • Runbooks:
    • Step by step process of operation and maintenance
  • Change Logs:
    • Track changes the were made during deployment

REST Defined

  • REpresentational State Transfer is a design for networked applications that allows communication to be done between client and server apps using HTTP methods

REST Key Characteristics

  • Stateless: Each request contains the servers needs
  • Resource based: Data is organized with URLs
  • Lightweight: Simple formats like JSON or XML

SIMPLE OBJECT ACCESS PROTOCOL Defined

  • SOAP is an exchange between online services. Unlike REST, it is more strict

SOAP Key Characteristics

  • Protocol Based: Strict rules can be followed
  • Language Independent: Can be used in just about every language that supports XML

Why CRM?

  • Stands for: Customer Relationship Management
  • CRM: Improving customer relationships
  • Key features: Analytics, customer information
  • Salesforce : Software and other Examples

System Management Defined

  • Encompasses activities and the best practices that involve monitoring performance, addressing issues, updating software in system lifecycle

Corrective Maintenance: Key Factors

  • Purpose: The point of this maintenance is to fix errors in systems
  • Process:
    • Identify through logs or user reports
    • Debug and analyze the root cause
    • apply patches to resolve problems

Adaptive Maintenance: Key Factors

  • Purpose: Adapts system to evolve conditions
  • Process:
    • Assess the impact of environment
    • Plan and implement
    • Testing

Perfective Maintenance: Key Factors

  • Purpose: Enhances the system
  • Process:
    • gather feedback
    • Impact and feasibility
    • Develop and test to deploy

Preventive Maintenance:Key Factors

  • Purpose: Extend system Lifespan
  • Process:
    • Monitor system
    • Backup Implementations
    • Audit Vulnerabilities

Documentation for System Maintenance

  • Monitoring, identifying, troubleshooting etc are factors of System Maintenance

Challenges for System Maintenance

  • Technical Debt (legacy systems make outdated code)
  • Resource Constraints (Hinders Efforts)
  • Changing Requirements
  • Security risks

Monitoring Tools -

  • Track system metrics.

Configuration Management Tools-

  • Helps infrastructure.

Version Control Tools -

  • Manage change.

Backup and Recovery-

  • Ensuring data.

Security Tools -

  • Protect.

Log Management Tools-

  • Collect analysis.

Automation Tools-

  • Streamline repetitive task.

Performance -

  • identify and resolve performance

Studying That Suits You

Use AI to generate personalized quizzes and flashcards to suit your learning preferences.

Quiz Team

Related Documents

More Like This

Requerimientos del sistema MHC-PMS
35 questions
Software Engineering Chapter 4
48 questions
IT 352: Systems Analysis & Design Chapter 3
41 questions
Use Quizgecko on...
Browser
Browser