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Mastering Cloud Economics

How to dramatically reduce your EC2 bill.

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1The Risk vs Reward of Spot

Spot instances offer the biggest savings but introduce engineering challenges. You cannot run a standard database on a Spot instance, as sudden termination would cause data corruption. However, for background workers, image processing, or containerized microservices behind a load balancer, Spot instances are the holy grail of cost reduction.

2The Flexibility of Savings Plans

Historically, companies bought Standard Reserved Instances, locking themselves into a specific instance family (e.g., m5). If they needed to upgrade to m6 a year later, the RI was useless. Compute Savings Plans solve this by applying the discount to ANY compute usage, making them the modern standard for baseline cost reduction.

3Step-by-Step Breakdown

The Cost of Compute. EC2 is often the largest line item on an AWS bill. Understanding pricing models is critical to running cost-effective cloud architectures.

On-Demand. On-Demand is the default. You pay for compute capacity by the second (for Linux) with no long-term commitments. It is the most expensive, but most flexible option.

Reserved Instances (RIs). Reserved Instances provide a significant discount (up to 72%) compared to On-Demand, in exchange for committing to a specific instance type and region for 1 or 3 years.

Savings Plans. Savings Plans are similar to RIs but offer more flexibility. Instead of committing to a specific instance type, you commit to a specific dollar amount per hour ($10/hr) for 1 or 3 years.

Spot Instances. Spot Instances let you bid on spare AWS capacity at steep discounts (up to 90%). However, AWS can reclaim the instance with only a 2-minute warning if they need the capacity back.

Pricing Check. Which pricing model is best for a stateless, fault-tolerant batch processing job that can be interrupted?

  • On-Demand
  • Reserved Instances
  • Spot Instances

Dedicated Hosts. Dedicated Hosts are physical servers fully dedicated for your use. They are the most expensive option, used primarily for regulatory compliance or specific software licensing (like BYOL).

Mixing Models. A mature architecture mixes models: RIs for the baseline database, On-Demand for baseline web traffic, and Spot instances for auto-scaling peaks.

Spot Fleet. A Spot Fleet automatically requests Spot instances from various capacity pools to maintain target capacity, handling interruptions gracefully.

Completion. You can now optimize your AWS bill.

Pascual Vila

Pascual Vila

Frontend Instructor // Code Syllabus

Common Pitfalls & Errors

The Error //

Running steady-state production workloads entirely on On-Demand pricing

aws ec2 describe-reserved-instances-offerings --instance-type m5.large --offering-type "All Upfront"

The Solution //

On-Demand is the most expensive per-hour rate, meant for unpredictable or short-lived workloads. A production service running 24/7 for a year should be covered by Reserved Instances or a Savings Plan instead, which can cut costs significantly for the same guaranteed capacity.

The Error //

Using Spot Instances for stateful workloads with no interruption handling

// Poll the instance metadata for a spot interruption warning curl http://169.254.169.254/latest/meta-data/spot/instance-action

The Solution //

Spot Instances can be reclaimed by AWS with only a two-minute warning, so anything holding critical unsaved state (an in-progress write, a database primary) shouldn't run there without an interruption handler. Use Spot only for fault-tolerant, interruption-safe workloads (batch jobs, stateless workers) and handle the two-minute termination notice.

Lesson Glossary

[01]On-Demand

Paying for compute capacity by the second with no long-term commitment.

Code Preview
// On-Demand context

[02]Spot Instance

Unused EC2 capacity available at a steep discount, subject to a 2-minute interruption notice.

Code Preview
// Spot Instance context

[03]Savings Plan

A flexible pricing model offering lower prices in exchange for a commitment to a consistent amount of usage (measured in $/hour) for a 1 or 3 year term.

Code Preview
// Savings Plan context

[04]BYOL

Bring Your Own License; a model allowing you to use existing software licenses in the cloud.

Code Preview
// BYOL context

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