1. Given an array of integers, find the longest increasing subsequence. How would you optimize it? 2. Describe a scenario where you’d use a hash table over a balanced binary tree.
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1. How does polymorphism benefit code reusability? 2. What is the difference between composition & inheritance? Can you provide examples?
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1. Explain ACID properties. Why are they important in a transactional system? 2. Describe normalization & denormalization. When would you choose one over the other?
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1. How have you used the Singleton design pattern in your previous projects, & what are its drawbacks? 2. Can you explain the difference between MVC & MVVM design patterns?
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1. Can you design a scalable & fault-tolerant microservices-based system? 2. What strategies would you use to ensure data consistency across distributed systems?
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1. Describe the most challenging bug you’ve encountered in your career. 2. How did you debug & resolve it? How do you prioritize technical debt in a mature product?
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1. How do you identify and fix performance bottlenecks in a web application? 2. What are some techniques you have used to optimize database query performance?
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1. How does Spring MVC & Spring Boot differ? How does Spring Security work? 2. How do you ensure a web application is responsive & compatible across different browsers?
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1. How do you handle database migrations in a CI/CD pipeline? 2. Describe a situation where you had to troubleshoot a failed deployment. How did you approach it?
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1. How do you ensure your application is safe from SQL injection attacks? 2. Explain the concept of OAuth 2.0 and its role in API security.
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