PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
April 21, 20260 citationsOpen Access

Zero-Cost Sovereign Computing: A 10-Node Heterogeneous Cluster Using Headscale, Cloudflare Tunnels, and Oracle Always-Free Tier

View Full Paper
VAVibhav Aggarwal

Key Points

  • The goal is to demonstrate a low-cost, sustainable computing approach for independent researchers and small organizations.
  • Developed a 10-node compute cluster using repurposed and secondhand hardware.
  • Implemented a self-hosted Headscale control plane and Cloudflare Tunnels for connectivity.
  • Described the architecture, hardware acquisition strategy, and operational challenges encountered.
  • Total ongoing costs to maintain the cluster were approximately INR 300 per month.
  • The initial capital outlay was around USD 325, significantly lower than prior ownership costs.
  • The system operates efficiently without commercial services or enterprise hardware.

Abstract

Institutional computing resources are unevenly distributed, and commercial cloud costs create a structural barrier for independent researchers, small manufacturers, and individual practitioners who nonetheless require capable compute for AI workloads, knowledge-graph systems, and persistent services. We present Lala City, a 10-node heterogeneous compute cluster built on a legacy-hardware-first principle: every compute node is either a previously-owned device repurposed into a server role or a used machine acquired on the secondhand market, while three marginal additions follow a cheapest-viable-add-on rule (a Raspberry Pi 5 for the home-server role, a Google Coral USB Accelerator for edge ML inference, and a secondhand ARM64 SBC). Measured recurring subscription fees to cloud providers, SaaS vendors, and network services total approximately INR 300/month (USD 3.60/month); the marginal capital outlay to build this cluster from the author's existing hardware pool is approximately USD 325, against a historical acquisition cost across all prior owners and uses in excess of USD 13,000. Nodes are stitched together by a self-hosted Headscale (v0.28) control plane, published selectively via Cloudflare Tunnels, and exposed as a federation of seven Model Context Protocol (MCP) filesystem servers. The architecture is deliberately minimal: no Kubernetes control plane, no commercial observability stack, no paid managed services, no new enterprise hardware. We describe the topology, hardware-acquisition strategy, authentication model, service mesh, and practical gotchas encountered over approximately 14 months of continuous operation, and argue that this design is a viable sovereignty-and-sustainability-first pattern for personal and small-organization compute. We explicitly do not account for electricity, hardware amortization, or operator labor, none of which have been instrumented. We release a complete reference configuration at github.com/Vibhav-Aggarwal/lala-net-public.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Vibhav Aggarwal (2026) studied this question.

synapsesocial.com/papers/69e71423cb99343efc98d8cbhttps://doi.org/10.5281/zenodo.19654424
Ask AI
Helpful
Bookmark
Share
View Full Paper