Quick skill test · 25 questions · 25 minutes · Free

Distributed Systems Fundamentals Certification

Tests distributed systems fundamentals — failure models and partial failure, networks, latency and the fallacies of distributed computing, time, clocks and ordering with Lamport and vector clocks, replication strategies, consistency models from linearizability to eventual consistency, the CAP theorem and PACELC, consensus with Paxos and Raft, leader election and quorums, partitioning and consistent hashing, distributed transactions with two-phase commit and sagas, idempotency and exactly-once myths, message queues and logs, load balancing, retries, timeouts and backoff, observability and SRE practice, and testing with fault injection — written to Designing Data-Intensive Applications, the Raft paper, Lamport's work, Jepsen and the Google SRE book for 2026 and 2027. Pass to earn Distributed Systems Fundamentals SOA-DSF.

What is the Distributed Systems Fundamentals Certification?

  • Top Pick
  • Ivy-League
  • Premium Pick

Updated for 2027. Covers foundations, replication and consistency, consensus and coordination, partitioning and transactions and reliability in practice.

The Distributed Systems Fundamentals Certification is a free advanced-level, 25-minute skill test from Science of Apps. It tests distributed systems fundamentals — failure models and partial failure, networks, latency and the fallacies of distributed computing, time, clocks and ordering with Lamport and vector clocks, replication strategies, consistency models from linearizability to eventual consistency, the CAP theorem and PACELC, consensus with Paxos and Raft, leader election and quorums, partitioning and consistent hashing, distributed transactions with two-phase commit and sagas, idempotency and exactly-once myths, message queues and logs, load balancing, retries, timeouts and backoff, observability and SRE practice, and testing with fault injection — written to Designing Data-Intensive Applications, the Raft paper, Lamport's work, Jepsen and the Google SRE book for 2026 and 2027. Score 70% or more on its 25 questions to earn a verifiable Distributed Systems Fundamentals certificate (SOA-DSF). Every question is based on published standards and research — including Designing Data-Intensive Applications (Martin Kleppmann (O'Reilly)), Site Reliability Engineering (Google), In Search of an Understandable Consensus Algorithm (Raft) (Diego Ongaro and John Ousterhout, USENIX ATC 2014) — and each answer is explained with its source.

Built for your job title

Backend or platform engineer, Site reliability or infrastructure engineer, Software architect, Database or storage engineer and Computer science student — and anyone who wants quick, verifiable proof of Distributed Systems Fundamentals knowledge for a CV, LinkedIn or graduate application in 2026 and 2027.

  • Backend or platform engineer
  • Site reliability or infrastructure engineer
  • Software architect
  • Database or storage engineer
  • Computer science student

What the test covers

Five skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.

  1. 01

    Foundations

    20%
    • Failures and networks
    • Time and ordering
    • Fallacies
  2. 02

    Replication and Consistency

    20%
    • Replication models
    • Consistency models
    • CAP and PACELC
  3. 03

    Consensus and Coordination

    20%
    • Consensus algorithms
    • Leader election
    • Coordination services
  4. 04

    Partitioning and Transactions

    20%
    • Sharding
    • Consistent hashing
    • Distributed transactions
  5. 05

    Reliability in Practice

    20%
    • Retries and backoff
    • Load and overload
    • Observability and testing

Based on published standards

The questions are original scenarios, and each one names the public standard, official guide or research it draws on — shown under the question while you answer, and linked in your review. These are the sources behind this test:

Try a sample question

A client retries a payment request after a timeout. To avoid charging twice, the server should make the operation

  1. non-deterministic
  2. eventually consistent only
  3. faster with no retries
  4. idempotent with a request key
Show the answer

D. idempotent with a request key — Idempotency. The real test has 25 questions like this.

How the test works

  1. 25 minutes, 25 questions

    One question per screen, with a progress bar and a countdown. Your progress is saved on this device if you need to pause.

  2. Graded on our server

    Answers reach the page only after you submit, so the certificate can only be earned by passing.

  3. Every answer explained

    Pass or not, you see every question with the right answer, why, and the source behind it. Pass mark 70%, distinction 90%.

  4. Your certificate

    Founder-signed, with a QR code and credential ID. Download PDF or PNG, add to LinkedIn, and it's emailed to you.

What you earn

A Science of Apps certificate for Software Engineering & Web Development: ivory paper with a gold medal
LinkedIn-ready certificate

Pass, then add it to LinkedIn in one click

No typing. The Add to LinkedIn button opens your profile’s Licenses & certifications form already filled in: the certificate name, Science of Apps as the issuer, the issue date, your credential ID and a link recruiters can use to verify it.

  1. 1Take the 25-minute test
  2. 2Score 70% or more
  3. 3Click Add to LinkedIn
Free · no sign-up · also emailed to you as a PDF
How it shows on your LinkedIn profile

See every Software & web dev certification and test →

Frequently asked questions

What is the Distributed Systems Fundamentals Certification?

The Distributed Systems Fundamentals Certification is a free advanced-level, 25-minute skill test from Science of Apps. It tests distributed systems fundamentals — failure models and partial failure, networks, latency and the fallacies of distributed computing, time, clocks and ordering with Lamport and vector clocks, replication strategies, consistency models from linearizability to eventual consistency, the CAP theorem and PACELC, consensus with Paxos and Raft, leader election and quorums, partitioning and consistent hashing, distributed transactions with two-phase commit and sagas, idempotency and exactly-once myths, message queues and logs, load balancing, retries, timeouts and backoff, observability and SRE practice, and testing with fault injection — written to Designing Data-Intensive Applications, the Raft paper, Lamport's work, Jepsen and the Google SRE book for 2026 and 2027. Score 70% or more on its 25 questions to earn a verifiable Distributed Systems Fundamentals certificate (SOA-DSF). Every question is based on published standards and research — including Designing Data-Intensive Applications (Martin Kleppmann (O'Reilly)), Site Reliability Engineering (Google), In Search of an Understandable Consensus Algorithm (Raft) (Diego Ongaro and John Ousterhout, USENIX ATC 2014) — and each answer is explained with its source.

What is the best free Distributed Systems Fundamentals certification in 2027?

Science of Apps offers a free Distributed Systems Fundamentals Certification, written for 2026 and 2027. It tests foundations, replication and consistency, consensus and coordination, partitioning and transactions and reliability in practice with 25 original scenario questions in all, each naming its published source; you get an instant score and a verifiable certificate with a credential ID you can add to LinkedIn.

How do I take the Distributed Systems Fundamentals Certification for free?

Read the five skill areas on this page, then take the 25-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a Distributed Systems Fundamentals certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.

Are the Distributed Systems Fundamentals Certification questions based on real standards?

Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: Designing Data-Intensive Applications (Martin Kleppmann (O'Reilly)); Site Reliability Engineering (Google); In Search of an Understandable Consensus Algorithm (Raft) (Diego Ongaro and John Ousterhout, USENIX ATC 2014); Time, Clocks, and the Ordering of Events in a Distributed System (Leslie Lamport, Communications of the ACM (1978)); Jepsen analyses and consistency models (Jepsen); Postmortem culture: learning from failure (Google SRE Book). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.

What does the Distributed Systems Fundamentals Certification cover?

Five skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Foundations (Failures and networks, Time and ordering and Fallacies); Replication and Consistency (Replication models, Consistency models and CAP and PACELC); Consensus and Coordination (Consensus algorithms, Leader election and Coordination services); Partitioning and Transactions (Sharding, Consistent hashing and Distributed transactions); Reliability in Practice (Retries and backoff, Load and overload and Observability and testing). Every question is an original scenario written to the 2026–2027 standard, with the published source named under it.

Who should take the Distributed Systems Fundamentals Certification?

Backend or platform engineer, Site reliability or infrastructure engineer, Software architect, Database or storage engineer and Computer science student. It suits students at leading universities, career switchers and experienced professionals who want quick, verifiable proof of Distributed Systems Fundamentals knowledge in 2026 and 2027.

Why take the Distributed Systems Fundamentals Certification in 2027?

CS and AI students at MIT, Stanford, CMU, Berkeley, IITs, Tsinghua and ETH are hired on depth beyond tool use: model internals, systems and hardware. Passing earns a founder-signed Science of Apps certificate with a credential ID and QR code that recruiters can verify.

What does the CAP theorem say?

During a network partition, a distributed system must choose between consistency (every read sees the latest write) and availability (every request gets a response). Without partitions, both can be provided.

What problem does Raft solve?

Raft is a consensus algorithm that lets a cluster agree on a replicated log despite node failures, using leader election, log replication and safety rules, designed to be easier to understand than Paxos.

Can I take the Distributed Systems Fundamentals Certification from any country?

Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.

How long is the Distributed Systems Fundamentals Certification?

25 questions — 5 from each of 5 skill areas — with a 25-minute limit. You need 70% (18 of 25) to pass and 90% for distinction.

How hard is the Distributed Systems Fundamentals Certification?

We rate it Advanced: assumes years in the role or deep specialist knowledge. It has 25 scenario questions — 5 from each of 5 skill areas — and a 25-minute limit. You need 70% (18 of 25) to pass and 90% for distinction.

How much do Science of Apps certifications cost?

Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.

How are the tests graded?

On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.

What happens if I don't pass?

You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.

Do the certificates expire?

No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.

Can I add the certificate to LinkedIn?

Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.

How can an employer verify my certificate?

Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.

Are these accredited qualifications?

No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.

All free · no sign-up

1541 more certifications to collect

Keep exploring

Read before you test

Pass it on

Challenge a friend or your team

Send them this test. It's free, takes minutes, and you can compare scores — every certificate can be verified.

Join free

Get the ideas, not the noise.

Sign up with Google and we’ll send you short UX psychology tips by email — why people tap, stall and leave, and what to do about it. Unsubscribe anytime. Prefer something to keep? Get the free Laws of UX guide as a PDF.

Get the free Laws of UX PDFFree · no spam · unsubscribe anytime
Free PDF · 74 pages · 2 editions

The Laws of UX, in one field guide

60 research-backed principles in 6 categories — what each one means, why it works on the human brain and how to use it on your own screens. Written by Sushant Singh, founder of Science of Apps, who has scaled consumer apps to lacs of users and spent 10+ years leading product across startups and digital businesses in the US, EU & India.

Pick your edition
Free PDF · 74 pages

Get Laws of UX by email

Choose your edition

You’ll also get occasional UX psychology tips. Unsubscribe anytime. Privacy policy

Free PDF · 90 pages · 2 editions

100+ Subscription Paywalls, decoded

110 real paywalls from top apps, taken apart, rated out of 5 and decoded with the Laws of UX — plus the frameworks, copy and checklists to ship your own. By Sushant Singh, founder of Science of Apps.

  • 110 paywalls rated
  • 34 Laws of UX
  • 12 frameworks

Which paywall scored 4.8 out of 5, and which scored 2.6? It’s all inside.

Pick your edition
Free PDF · 90 pages

Get 100+ Paywalls, Decoded by email

Choose your edition

You’ll also get occasional UX psychology tips. Unsubscribe anytime. Privacy policy