Is the training Qualiopi certified?

Yes, Learni is a Qualiopi-certified training organization. This certification guarantees the quality of our courses and enables funding through OPCO and other mechanisms.

How can I fund my training?

Our courses are eligible for OPCO funding. Learni supports you through the funding process. A personalized quote is available upon request.

What are the prerequisites for this training?

The prerequisites for the Formation Rate Limiting - Sécuriser vos APIs contre les abus training are: Expérience en développement d'APIs REST/GraphQL et utilisation de bases comme Redis ou bases SQL. A preliminary interview validates your eligibility.

Is the training available in person?

Yes, the Formation Rate Limiting - Sécuriser vos APIs contre les abus training is available in distanciel. The format can be adapted to your needs (inter, intra, custom).

Formation Rate Limiting - Sécuriser vos APIs con... | Learni

The story of Learni

Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.

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Methods, approaches, and teaching resources

The Formation Rate Limiting - Sécuriser vos APIs contre les abus training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.

The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.

Teaching resources provided

To ensure the quality of the Formation Rate Limiting - Sécuriser vos APIs contre les abus training, Learni provides the following teaching resources:

Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, video projector or interactive touchscreen (for remote sessions)
Training environments installed on workstations or accessible online
Course materials, practical exercises, and supplementary resources
Post-training access to materials and teaching resources

For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.

* contact us for remote feasibility** ratio varies depending on the training followed

Assessment methods

The assessment of skills acquired during the Formation Rate Limiting - Sécuriser vos APIs contre les abus training is carried out through:

During training: case studies, practical exercises, and professional scenarios
At the end of training: self-assessment questionnaire and skills evaluation by the trainer
After training: training completion certificate detailing acquired skills

Training accessibility

Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.

Training objectives

Maîtriser les algorithmes de rate limiting pour protéger les APIs professionnelles

Implémenter des mécanismes de limitation de taux dans des environnements d'entreprise

Développer des compétences en throttling avec Redis et middleware adaptés

Concevoir des stratégies avancées de rate limiting scalables et certifiantes

Optimiser la sécurité des services web contre les abus et attaques DDoS

Déployer et monitorer des solutions de rate limiting en production

Intégrer le rate limiting dans des architectures microservices modernes

Training program

Module 1Fondamentaux rate limiting : algorithmes et mise en place initiale (Token Bucket, Leaky Bucket, Redis)

Découverte des algorithmes essentiels comme Token Bucket et Leaky Bucket pour limiter les requêtes, installation d'un environnement de test avec Node.js ou Go et Redis comme store, exercices pratiques sur des APIs simulées d'entreprise, configuration de seuils adaptatifs par utilisateur ou IP, analyse de logs pour identifier les pics d'abus, création d'un premier middleware fonctionnel avec retours immédiats et plans d'amélioration concrets.

Module 2Implémentation rate limiting : middleware et intégration API (Express, Spring Boot, NGINX)

Déploiement de middleware rate limiting dans des frameworks populaires comme Express.js, Spring Boot ou NGINX, connexion à des APIs REST réelles pour tester des scénarios d'abus massifs, exercices sur la personnalisation par endpoint ou rôle utilisateur, utilisation d'outils comme Redis Cluster pour la persistance, simulation d'attaques et ajustements en temps réel, production de rapports de performance et optimisation des headers HTTP pour une sécurité renforcée en entreprise.

Module 3Avancé rate limiting : scaling, monitoring et haute disponibilité (Prometheus, Kubernetes, cas DDoS)

Conception de systèmes rate limiting distribués dans Kubernetes avec sidecars dédiés, intégration de monitoring via Prometheus et Grafana pour alerter sur les dépassements, cas pratiques sur attaques DDoS réelles et stratégies de bursting adaptatif, exercices de scaling horizontal sur clusters cloud, revue de code collaborative sur un projet fil rouge professionnel, finalisation de dashboards et plans de déploiement certifiants pour une protection optimale en production.