Lesson 063 · AWS Learning Path

AWS 063: EC2 instance families

· Published · 7 min read

EC2 instance family blocks emphasize balanced, compute, memory, storage, and accelerated resource profiles around a measured workload

The problem

A team uses EC2 instance families as a label or Console setting without proving the identity, scope, behavior, failure boundary, cost, or operational result. The configuration appears complete but the real requirement remains untested.

Final outcome

The learner will inspect, explain, test, and document EC2 instance families. The submission must connect the Console and CLI view to the same AWS control, state what the evidence proves, diagnose one likely failure, and make a requirement-based architecture decision.

Learning outcomes

You will be able to:

  1. explain instance family signals its balance;
  2. explain the name carries information;
  3. explain size changes several limits;
  4. explain burstable types use cpu credits;
  5. explain network and ebs limits are separate;
  1. distinguish successful configuration from successful workload behavior;
  2. preserve redacted evidence and complete the stated cleanup or retention decision.

Mental model

requirement
   -> identity and permission
   -> account, Region, and resource scope
   -> configuration or request
   -> observable state
   -> workload result
   -> failure evidence
   -> cleanup or controlled retention

Never begin with a create button or a copied command. Start with the result that must be proven and the boundary that must remain protected.

Core facts

ConceptWhat it means in practice
Instance family signals its balanceGeneral purpose balances resources; compute optimized favors CPU; memory optimized favors RAM; storage optimized favors local storage throughput or IOPS; accelerated computing adds GPUs or custom accelerators.
The name carries informationIn a type such as c7g.large, c is the family, 7 is the generation, g identifies Graviton, and large is the size. Suffix meaning varies, so confirm the current instance-type guide.
Size changes several limitsWithin a family, vCPU, memory, network, EBS bandwidth, ENI count, and address limits generally grow with size, but not always at the same ratio.
Burstable types use CPU creditsT-family instances earn and spend CPU credits. Unlimited mode can sustain above baseline with surplus-credit charges, so sustained CPU load may fit another family better.
Network and EBS limits are separateAn application can be CPU-idle but limited by network packets, throughput, EBS bandwidth, IOPS, memory, or accelerator capacity.
Benchmark representative workGeneration, architecture, compiler, storage, and workload shape real price/performance. Use Compute Optimizer and metrics as evidence, then load test.

How to reason about it

Select by bottleneck, not habit. Record required architecture, vCPU, memory, local storage, EBS optimization, network throughput and packets, accelerators, tenancy, Region, AZ capacity, and purchase option. Offer several acceptable types so fleets and Auto Scaling can use more capacity pools.

Use the following decision table as a starting point, then change the answer when the scenario changes.

RequirementPreferred directionWhy
Steady CPU-bound batch processingCurrent compute-optimized familyMore of the instance cost is directed toward compute capacity.
Large in-memory database or cacheMemory-optimized familyHigh memory per vCPU fits the working set.
High-throughput local temporary datasetStorage-optimized or instance-store typeLocal NVMe can provide high IOPS when data is reproducible.
Low-average CPU with occasional burstsBurstable general-purpose typeCredit behavior matches intermittent demand when monitored.

Prerequisites, permissions, Region, and cost

Run this lesson as the approved non-root course identity. Begin with aws sts get-caller-identity, confirm the private account record, and set the fixed project Region before any regional query. IAM resources are global within an account, while STS endpoints and the services reached by an identity can be regional.

Use only the read or change actions required for this lesson. An AccessDenied result is evidence to analyse, not permission to switch to root or attach AdministratorAccess. Record the action, resource, principal type, request context, and smallest justified correction.

The listed cost tier is T0 - no resource creation. Free Tier eligibility and credits are account-specific. Before a mutating lab, identify every resource that can charge, estimate its duration, start a timer, and write the reverse cleanup order. A budget reports cost after billing data arrives and is not a real-time stop control.

AWS Management Console method

  1. Open EC2 Instance Types and search by required vCPU, memory, architecture, local storage, network, and EBS characteristics.
  2. Compare at least three current-generation types instead of choosing only by family name.
  3. Open Compute Optimizer recommendations when available and compare its evidence with a representative workload benchmark.

For every step record the service page, selected account and Region, exact object, visible state, and why that state matters. A Console label or green status is not enough unless it is tied to the final workload outcome.

AWS CLI or API evidence

Query exact processor, memory, storage, network, and EBS characteristics instead of trusting the family name.

aws ec2 describe-instance-types --instance-types c7g.large --query 'InstanceTypes[0].{vCPU:VCpuInfo.DefaultVCpus,MemoryMiB:MemoryInfo.SizeInMiB,Arch:ProcessorInfo.SupportedArchitectures,Network:NetworkInfo.NetworkPerformance,EBS:EbsInfo.EbsOptimizedInfo,Storage:InstanceStorageInfo}'

Availability and price vary by Region and AZ. A specification match still needs benchmark and capacity validation.

Before running the command, replace every placeholder, explain each option, and decide whether the operation is read-only or mutating. Capture the exit code immediately. Redact account IDs, ARNs, public addresses, request identifiers, and personal data before sharing.

The CLI and Console are clients of AWS APIs. Matching state across them increases confidence, but neither substitutes for data-plane or application verification.

Practical work

Create p04-instance-family-decision.md. Compare one current general-purpose burstable type with compute-, memory-, storage-, and accelerated-family alternatives. Use vCPU, memory, network, EBS bandwidth, architecture, local storage, burst behavior, availability, and hourly price. Select a small type for nw-p04-web-1, record the exact current price, and name the metric that would force a later resize.

The evidence package must include:

  • non-root principal type, account verified privately, and Region;
  • exact intended and observed state;
  • one Console observation and the matching CLI or API result;
  • one successful result and one denied, failed, or counterexample result;
  • what each result does not prove;
  • cost state and elapsed lab time;
  • cleanup evidence or a named retained-state owner and next lesson.

Verification standard

Use three levels of proof:

  1. Control plane: the object or policy exists with the intended configuration.
  2. Data plane or behavior: the request, packet, session, storage path, or application does what the requirement states.
  3. Operations: monitoring, failure diagnosis, cost, ownership, and cleanup are known.

A control-plane response can precede final readiness. Use waiters or state polling where supported, then test the actual behavior. If a request times out, do not assume it failed. Inspect state and use documented idempotency before retrying a mutation.

Troubleshooting method

SymptomEvidence firstSmallest safe response
command cannot authenticatecredential source, expiry, caller preflightrestore approved temporary login
access is deniedaction, resource, principal, all policy layerscorrect only the missing or conflicting control
object appears missingaccount, Region, filters, pagination, permissionalign scope before creating anything
configured state exists but behavior failsroute, identity, dependency, logs, service statetest the next boundary in the path
cleanup is blockeddependency inventory and owning serviceremove dependants in reviewed reverse order

Keep the original symptom and timestamp. State one hypothesis, make one reversible change, repeat the original test, and record rollback. Never open a management port to the world, expose credentials, disable TLS verification, format an unknown disk, or add broad permissions as a generic fix.

Architecture and certification decisions

Professional-level questions provide competing valid features. Identify the requirement that decides between them: human or workload identity, same-account or cross-account access, regional or zonal scope, stateful or stateless filtering, durable or ephemeral data, latency, RTO/RPO, cost, or operational ownership.

Explain why the selected option fits and why each plausible alternative fails one stated requirement. Do not rely on feature memorization or reproduce protected certification questions.

Knowledge check

  1. Is a larger instance always faster for EBS?

Expected direction: Not automatically. Check the exact EBS bandwidth and IOPS limits for that type and size.

  1. What can sustained T-family CPU above baseline cause?

Expected direction: CPU credit depletion in standard mode or surplus-credit charges in unlimited mode.

  1. Why offer several instance types in a fleet?

Expected direction: More types and AZ combinations create more capacity pools and improve fulfillment resilience.

  1. What should follow Compute Optimizer advice?

Expected direction: Review workload context and perform a representative test before changing production.

Cost, cleanup, and retained state

Retain only the state explicitly required by the next P04 lesson and record it in the private resource ledger.

Cleanup evidence includes the final state query, not only a successful delete response. Search related resources, other Regions used by the lab, retained storage, public IPv4 addresses, logging destinations, and service-managed dependencies. Schedule a later billing review because cost data can lag.

Completion gate

Pass when the practical artifact explains the real problem, matches Console and CLI evidence, answers every knowledge check, diagnoses one failure without broadening access, records cost, and proves cleanup or approved retention. The learner must defend one decision orally and name the requirement that would change it.

Official sources

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