root@research-ws:~#

Research Workspace Infrastructure

Advanced cloud-based platform for conducting isolated virtual environment research studies with comprehensive monitoring and analytics.

platform_overview.sh
root@research-ws:~$ ./platform_overview.sh
[INFO] Research infrastructure platform initialized
[INFO] Supporting multiple research domains: cybersecurity, data science, education
[INFO] Real-time monitoring and analytics enabled
[INFO] Automated participant management system active
[SUCCESS] Platform ready for research deployment...
root@research-ws:~$
🚀

Scalable Infrastructure

Open source Coder platform with auto-scaling cloud deployment. No license limitations, enterprise-grade performance.

🔬

Research-Ready

Built-in data collection, participant management, and automated analytics. Designed specifically for research workflows.

📊

Real-Time Monitoring

Comprehensive logging with Grafana dashboards, participant behavior analytics, and system performance tracking.

🔒

Secure & Isolated

Each participant gets their own containerized environment with secure access controls and HTTPS encryption.

🌐

Multi-Domain Support

Adaptable for cybersecurity, data science, education, UX research, cognitive science, and more.

⚡

Automated Workflows

Bulk participant creation, automated cleanup, data export, and streamlined research processes.

🔄 How It Works

The research workspace pipeline automates the entire process from participant setup to data collection.

🚀

Coder Setup

Manual deployment of Coder platform using the setup guide in the repository

🏗️

VM Templates

Terraform creates Docker VM boxes and workspace templates inside Coder

👥

Participant Creation

Automated scripts create user accounts and provision Docker workspaces

🔬

Research Session

Participants access their Docker workspaces via Coder's secure interface

📊

Data Collection

Loki and Promtail collect logs, Grafana provides real-time analytics

📈

Analysis & Export

Research data is processed, analyzed, and exported for further study

📚 Documentation & Resources

README.md

Complete project overview, quick start guide, and feature documentation.

research-environment-setup.md

Step-by-step guide for deploying the infrastructure on Google Cloud Platform.

participant-setup/

User management scripts, bulk participant creation, and study configuration.

log-management/

Monitoring system setup, Grafana dashboards, and data collection configuration.

CONTRIBUTING.md

Community guidelines, contribution process, and development setup instructions.

CHANGELOG.md

Version history, feature updates, and migration guides for the platform.

🔗 Built on Open Source

This platform combines and orchestrates several excellent open source projects to create a comprehensive research infrastructure.

Coder Platform

Open source development workspace platform providing the core infrastructure for isolated environments and user management.

Grafana

Open source analytics and monitoring platform for visualizing research data, participant behavior, and system metrics.

Loki

Log aggregation system designed to be highly available and horizontally scalable for collecting research activity logs.

Promtail

Log shipping agent that collects and forwards logs to Loki, enabling real-time research data collection.

Docker

Containerization platform providing isolated environments for each research participant with consistent deployments.

Terraform

Infrastructure as Code tool for automating the deployment and management of research infrastructure on cloud platforms.

🎓 Research Domains Supported

🔐 Cybersecurity Education

Security training, vulnerability assessment, penetration testing studies, and security awareness research.

📊 Data Science Research

Machine learning experiments, statistical analysis, data visualization studies, and computational research.

🎓 Educational Research

Learning effectiveness studies, pedagogical research, student behavior analysis, and educational technology evaluation.

💻 Software Engineering

Development practices research, code analysis studies, collaboration patterns, and software quality assessment.

🧠 Cognitive Science

Human-computer interaction studies, decision-making research, cognitive load analysis, and behavioral experiments.

🎨 User Experience

Interface design research, usability testing, user behavior analysis, and design pattern evaluation.