Glossary/Serverless
    DevOps & Infrastructure

    What is Serverless?

    Serverless computing is a cloud model where the provider manages server infrastructure, automatically scaling and billing only for actual compute time used.

    Last updated: February 2026

    Serverless Explained

    Serverless computing abstracts server management entirely—you write code (functions), deploy it, and the cloud provider handles everything else: provisioning, scaling, patching, and availability. You pay only for actual execution time, not idle servers. Major serverless platforms include AWS Lambda, Google Cloud Functions, and Vercel Edge Functions. Despite the name, servers still exist; you just don't manage them. Serverless is ideal for event-driven workloads, APIs with variable traffic, and functions that run infrequently. At M3L Software, we use serverless for specific use cases like webhook processing, scheduled tasks, and edge functions, while using traditional servers for primary API workloads where consistent performance and cost predictability are important.

    Key Features

    No server management
    Automatic scaling (including to zero)
    Pay-per-execution pricing
    Event-driven architecture
    Built-in high availability
    Cold start considerations

    Common Use Cases

    1
    Webhook processing
    2
    Scheduled tasks and cron jobs
    3
    Image/file processing on upload
    4
    API backends with variable traffic
    5
    Edge computing and CDN functions

    Frequently Asked Questions

    Is serverless cheaper than servers?

    For variable/bursty workloads, yes. For consistent, high-traffic workloads, traditional servers are often cheaper. Serverless eliminates idle server costs but has higher per-execution costs.

    What is a cold start?

    Cold starts occur when a serverless function hasn't been invoked recently. The platform needs to provision resources, causing latency (100ms-3s). Strategies to mitigate: keep functions warm, use provisioned concurrency, or accept the trade-off.

    Can I build a whole app on serverless?

    Yes, but consider the trade-offs. Serverless works well for APIs and event processing. It's less ideal for long-running processes, WebSocket connections, or applications needing sub-10ms response times consistently.

    Related Terms

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