-
Business Priorities and Goals:
-
Priority is to improve application performance by reducing image loading times.
-
Goal is to provide a fast and efficient image caching service.
-
Goal is to reduce bandwidth costs associated with serving images directly from origin servers.
-
Goal is to improve user experience by serving images quickly and reliably.
-
Business Risks:
-
Risk of service unavailability impacting application performance and user experience.
-
Risk of serving stale or incorrect images leading to data integrity issues.
-
Risk of increased operational costs if the caching system is not efficient or scalable.
-
Risk of security vulnerabilities in the caching system leading to data breaches or service disruptions.
-
Existing Security Controls:
-
security control: Code reviews are likely performed as part of the development process. (Location: GitHub repository workflow)
-
security control: Basic unit and integration tests are likely in place. (Location: GitHub repository workflow)
-
security control: Project is likely deployed in a cloud environment. (Location: Assumption based on modern software development practices)
-
Accepted Risks:
-
accepted risk: Potential for minor service disruptions during deployment updates.
-
accepted risk: Reliance on cloud provider's security for infrastructure.
-
Recommended Security Controls:
-
security control: Implement automated security scanning (SAST/DAST) in the CI/CD pipeline.
-
security control: Implement input validation for image URLs and cache keys.
-
security control: Implement access control to the cache management interface.
-
security control: Use HTTPS for all communication to and from the cache.
-
security control: Implement monitoring and logging for security events.
-
Security Requirements:
-
Authentication:
-
Requirement: Implement authentication for accessing the cache management interface.
-
Requirement: Consider API key or token-based authentication for programmatic access.
-
Authorization:
-
Requirement: Implement role-based access control (RBAC) for the cache management interface to restrict access to sensitive operations.
-
Requirement: Ensure that only authorized services or users can invalidate cache entries.
-
Input Validation:
-
Requirement: Validate image URLs to prevent injection attacks and ensure they are valid image resources.
-
Requirement: Validate cache keys to prevent manipulation and ensure proper cache retrieval.
-
Requirement: Sanitize and validate any user-provided data used in cache operations.
-
Cryptography:
-
Requirement: Use HTTPS for all communication between clients and the cache service to protect data in transit.
-
Requirement: Consider encryption at rest for cached images if they contain sensitive data.
- C4 CONTEXT
flowchart LR
subgraph "Application Users"
A[Users]
end
subgraph "Origin Image Servers"
B[Image Origin 1]
C[Image Origin 2]
...
D[Image Origin N]
end
E("Fast Image Cache System")
A --> E
E --> B
E --> C
E --> D
-
C4 CONTEXT Elements:
-
Element:
-
Name: Users
-
Type: Person
-
Description: End-users of the application who access images.
-
Responsibilities: Requesting images through the application.
-
Security controls: User authentication and authorization are handled by the application, not directly by the cache.
-
Element:
-
Name: Image Origin 1, Image Origin 2, ..., Image Origin N
-
Type: External System
-
Description: External servers that host the original images.
-
Responsibilities: Providing original images when requested by the cache.
-
Security controls: Security of origin servers is managed independently. Fast Image Cache system should only access publicly available images or use appropriate authentication if required by origin servers.
-
Element:
-
Name: Fast Image Cache System
-
Type: System
-
Description: System responsible for caching images to improve application performance.
-
Responsibilities: Caching images fetched from origin servers, serving cached images to users, managing cache invalidation.
-
Security controls: Input validation, access control for management interface, HTTPS for communication, monitoring and logging.
-
C4 CONTAINER
flowchart LR
subgraph "Fast Image Cache System"
A["Web Server"
\nTechnology: Nginx/Apache]
B["Cache Storage"
\nTechnology: Redis/Memcached/Disk]
C["Management Interface"
\nTechnology: Web UI/CLI"]
end
D[Users]
E[Image Origin]
D --> A
A --> B
A --> E
C --> A
C --> B
-
C4 CONTAINER Elements:
-
Element:
-
Name: Web Server
-
Type: Container
-
Description: Handles incoming image requests from users, checks the cache, and serves cached images or fetches from origin servers.
-
Responsibilities: Receiving image requests, cache lookup, image retrieval from origin, serving images, cache invalidation requests.
-
Security controls: Input validation for image URLs, HTTPS termination, rate limiting, logging of access attempts.
-
Element:
-
Name: Cache Storage
-
Type: Container
-
Description: Stores cached images and metadata for efficient retrieval.
-
Responsibilities: Storing and retrieving images based on cache keys, managing cache eviction policies.
-
Security controls: Access control to the cache storage, potential encryption at rest, monitoring of storage usage.
-
Element:
-
Name: Management Interface
-
Type: Container
-
Description: Provides an interface for administrators to manage the cache, such as invalidating entries, monitoring cache statistics, and configuring settings.
-
Responsibilities: Cache management operations, monitoring, configuration.
-
Security controls: Authentication and authorization for access, audit logging of management actions, secure communication (HTTPS).
-
DEPLOYMENT
flowchart LR
subgraph "Cloud Environment (e.g., AWS)"
subgraph "Load Balancer"
A[Load Balancer]
end
subgraph "Web Server Instances"
B1[Web Server Instance 1]
B2[Web Server Instance 2]
...
Bn[Web Server Instance N]
end
subgraph "Cache Storage Cluster"
C1[Cache Node 1]
C2[Cache Node 2]
...
Cm[Cache Node M]
end
subgraph "Management Instance"
D[Management Instance]
end
end
E[Users]
F[Image Origin]
E --> A
A --> B1
A --> B2
A --> Bn
B1 --> C1
B1 --> C2
B1 --> Cm
B2 --> C1
B2 --> C2
B2 --> Cm
Bn --> C1
Bn --> C2
Bn --> Cm
D --> B1
D --> C1
F --> B1
-
DEPLOYMENT Elements:
-
Element:
-
Name: Load Balancer
-
Type: Infrastructure
-
Description: Distributes incoming traffic across multiple web server instances for high availability and scalability.
-
Responsibilities: Traffic distribution, health checks for web server instances.
-
Security controls: DDoS protection, TLS termination, access control lists.
-
Element:
-
Name: Web Server Instance 1, Web Server Instance 2, ..., Web Server Instance N
-
Type: Infrastructure (Virtual Machine/Container)
-
Description: Instances of the web server container running the image caching logic.
-
Responsibilities: Handling image requests, interacting with cache storage and origin servers.
-
Security controls: Security hardening of the operating system and runtime environment, network firewalls, intrusion detection systems.
-
Element:
-
Name: Cache Node 1, Cache Node 2, ..., Cache Node M
-
Type: Infrastructure (Virtual Machine/Container/Managed Service)
-
Description: Nodes in the cache storage cluster providing distributed and scalable caching.
-
Responsibilities: Storing and retrieving cached images, data replication and persistence.
-
Security controls: Access control to the cache cluster, data encryption at rest and in transit within the cluster, monitoring of cluster health.
-
Element:
-
Name: Management Instance
-
Type: Infrastructure (Virtual Machine/Container)
-
Description: Instance hosting the management interface for the cache system.
-
Responsibilities: Providing access to the management interface.
-
Security controls: Security hardening, network firewalls, access control, HTTPS only access.
-
BUILD
flowchart LR
A[Developer] --> B{Code Changes};
B --> C[Version Control (e.g., GitHub)];
C --> D[CI/CD Pipeline (e.g., GitHub Actions)];
D --> E{Build Process
\n- Compilation
\n- Linting
\n- SAST Scanning
\n- Unit Tests
\n- Integration Tests};
E --> F[Build Artifacts
\n(e.g., Container Image, Binaries)];
F --> G[Artifact Repository
\n(e.g., Container Registry, Package Repository)];
- BUILD Elements:
- Element:
- Name: Developer
- Type: Person
- Description: Software developer writing and modifying the code.
- Responsibilities: Writing secure code, performing local testing.
- Security controls: Secure coding practices training, code review participation.
- Element:
- Name: Version Control (e.g., GitHub)
- Type: Tool
- Description: System for managing and tracking changes to the codebase.
- Responsibilities: Source code management, access control to codebase, audit logging of changes.
- Security controls: Access control (authentication and authorization), branch protection, audit logs.
- Element:
- Name: CI/CD Pipeline (e.g., GitHub Actions)
- Type: Tool
- Description: Automated system for building, testing, and deploying the application.
- Responsibilities: Automating build process, running security scans, deploying artifacts.
- Security controls: Secure pipeline configuration, secret management, access control to pipeline definitions and execution.
- Element:
- Name: Build Process
- Type: Process
- Description: Steps involved in transforming source code into deployable artifacts. Includes compilation, linting, security scanning, and testing.
- Responsibilities: Creating secure and functional build artifacts.
- Security controls: SAST scanning, dependency scanning, linting, unit and integration tests, secure build environment.
- Element:
- Name: Build Artifacts (e.g., Container Image, Binaries)
- Type: Artifact
- Description: Deployable packages created by the build process.
- Responsibilities: Being deployable and containing the application code and dependencies.
- Security controls: Artifact signing, vulnerability scanning of artifacts.
- Element:
- Name: Artifact Repository (e.g., Container Registry, Package Repository)
- Type: Tool
- Description: System for storing and managing build artifacts.
- Responsibilities: Securely storing and distributing build artifacts.
- Security controls: Access control, vulnerability scanning, audit logging, secure storage.
-
Critical Business Processes:
-
Serving images to application users quickly and reliably.
-
Maintaining cache availability and integrity.
-
Efficiently managing cache storage and resources.
-
Data to Protect and Sensitivity:
-
Cached images: Sensitivity depends on the application using the cache. Assuming publicly available images, sensitivity is low in terms of confidentiality, but high in terms of availability and integrity (serving correct images).
-
Cache metadata: Low sensitivity.
-
Logs and monitoring data: Low to medium sensitivity, depending on the information logged.
-
Questions:
-
What is the expected scale of image requests and cache size?
-
What are the performance requirements (latency, throughput)?
-
What type of images will be cached (public, private, sensitive)?
-
Are there any specific compliance requirements (e.g., GDPR, HIPAA)?
-
What is the budget for security controls and infrastructure?
-
What is the expected lifespan of the project?
-
Assumptions:
-
BUSINESS POSTURE:
-
The primary business goal is to improve application performance.
-
The application serves publicly accessible images.
-
Cost-effectiveness is a consideration.
-
SECURITY POSTURE:
-
Basic security controls like code reviews and testing are in place.
-
The system will be deployed in a cloud environment.
-
Security is important but should be balanced with performance and cost.
-
DESIGN:
-
A standard web server (Nginx/Apache) will be used.
-
A distributed cache storage (Redis/Memcached/Disk) will be used.
-
Deployment will be in a typical cloud environment with load balancers and auto-scaling.
-
CI/CD pipeline will be used for build and deployment automation.