Research & Development Division

Preserving the Past,
Engineering the Future

Our R&D team develops novel algorithms for web archaeology, era-accurate rendering engines, and large-scale preservation pipelines that keep digital heritage accessible for generations.

rd-lab ~ crawler-v4.2
> init --pipeline "geo-cities-recovery"
[✓] Loaded 142,890 archived domains
[✓] Reconstruction engine: HTML4/CSS1/Tables
[✓] Awaiting batch execution...
>

What We're Building

Our R&D efforts focus on four foundational areas that advance digital preservation science.

🔍

Web Archaeology

Algorithmic reconstruction of lost URLs, dead links, and fragmented domain histories using cross-referenced wayback snapshots and DNS logs.

⚙️

Era-Accurate Rendering

Custom rendering pipelines that emulate Netscape Navigator 3.0, IE4, and early WebKit engines to display pages exactly as they appeared.

🌐

Network Simulation

Protocol-level emulation of 56k dial-up constraints, early HTTP/1.0 behaviors, and deprecated MIME types for authentic archival playback.

📊

Digital Heritage Analytics

ML-driven trend analysis tracking the evolution of web design, technology adoption, and cultural shifts across 1990–1999 web content.

Current Development Initiatives

Track our open research projects, internal tools, and collaboration frameworks.

Wayback++ Indexer ACTIVE

Next-generation distributed crawler with parallel snapshot resolution and automated dead-link stitching.

FrameReconstruct BETA\n

Automated parser that reconstructs broken frameset layouts from fragmented HTML4 archives.

MIDI/AVI Vault PEER REVIEW

Lossless archival pipeline for embedded audio/video assets using FFmpeg legacy codecs and container normalization.

Research Tech Stack

Built on modern foundations, engineered for historical fidelity.

Rust/Crawler Go/Worker Nodes Python/ML Analytics WebAssembly/Renderers PostgreSQL/Timescale Redis/Cache K8s/Orchestration IPFS/Decentralized Storage Docker/Isolated Environments Custom HTTP/1.0 Emulator

Research & Papers

Peer-reviewed findings and open-source contributions from our lab.

Temporal Reconstruction of 1990s GeoCities Layouts

J. Chen, A. Vance, L. Okoro // Digital Heritage Conference 2024

PDF

Automated Frame-Based Page Restoration Using Graph Matching

M. Rossi, S. Patel // ACM Web Archive Symposium 2023

PDF

Lossless MIDI Preservation in Early HTML Email Contexts

K. Tanaka, R. Dubois // IEEE Digital Preservation Journal Vol.12

PDF

Collaborate With Our Lab

Open to academic partnerships, institutional grants, and developer contributions. Help us preserve the foundational web.

Request Research Access →