edge-computing

Edge Computing

Platforms

Platform	Runtime	Cold Start	Limits
Cloudflare Workers	V8 isolates	~0ms	128MB, 30s CPU
Deno Deploy	V8 isolates	~0ms	512MB, 50ms CPU
Vercel Edge Functions	V8 isolates	~0ms	128MB, 25s
AWS Lambda@Edge	Node.js	~100ms	128MB, 5s (viewer)
Bun	JavaScriptCore	N/A (server)	No hard limits

Cloudflare Workers

export default {
  async fetch(request: Request, env: Env): Promise<Response> {
    const url = new URL(request.url);

    // KV storage
    const cached = await env.KV.get(url.pathname);
    if (cached) return new Response(cached, { headers: { 'Cache-Control': 'max-age=60' } });

    // D1 database
    const { results } = await env.DB.prepare('SELECT * FROM users WHERE id = ?')
      .bind(url.searchParams.get('id'))
      .all();

    // Durable Objects for state
    const id = env.COUNTER.idFromName('global');
    const obj = env.COUNTER.get(id);
    const count = await obj.fetch(request);

    return new Response(JSON.stringify(results));
  }
};

Edge Databases

Database	Type	Best For
Cloudflare D1	SQLite	Workers-native, SQL at edge
Turso	libSQL (SQLite)	Multi-region replicas, embedded
Cloudflare KV	Key-value	Simple caching, config
Durable Objects	Stateful	Real-time, coordination, counters
Upstash Redis	Redis	Rate limiting, sessions at edge

Deno Deploy

Deno.serve(async (req: Request) => {
  const kv = await Deno.openKv();
  const url = new URL(req.url);

  if (req.method === "POST") {
    const body = await req.json();
    await kv.set(["items", crypto.randomUUID()], body);
    return new Response("Created", { status: 201 });
  }

  const entries = kv.list({ prefix: ["items"] });
  const items = [];
  for await (const entry of entries) items.push(entry.value);
  return Response.json(items);
});

Patterns

• Edge-side rendering: SSR at the edge for <50ms TTFB globally
• Smart routing: Geo-aware request routing based on request.cf.country
• Edge caching: Cache API for fine-grained control, stale-while-revalidate
• Rate limiting: Sliding window counters with Durable Objects or Upstash
• A/B testing: Edge-side feature flags without origin round-trips
• Image optimization: On-the-fly transforms at edge (Cloudflare Images, Imgproxy)

Constraints & Gotchas

• No Node.js APIs (fs, net, etc.) in V8 isolate runtimes
• No native modules or binaries (use WASM for compute-heavy work)
• Limited CPU time per request — offload heavy work to queues
• Cold starts are near-zero for isolates but real for Lambda@Edge
• Database connections: use HTTP-based clients, not TCP connection pools