Top 40 Java Streams Interview Questions | Must-Prepare before interview.
Top 40 Java Streams Interview Questions | Must-Prepare before interview Work through these 40 questions out loud. Open any question for the full model answer, the trap to avoid, and the follow-up a panel usually asks.
Explain sealed classes and their purpose in Java 17+.
sealed interface Shape permits Circle, Rectangle limits who implements Shape. Compiler verifies switch (Shape s) covers all cases — no default needed. Use for domain variants...
What is pattern matching for switch (Java 21)?
Instead of if (obj instanceof String s) { ... }, use switch (obj) { case String s when s.length() > 5 -> ...; case String s -> ...; case null -> ...; default -> ... }. Works...
Why is ThreadLocal problematic with virtual threads?
Libraries storing per-request state in ThreadLocal allocate one entry per virtual thread — catastrophic memory with 100k concurrent requests. Prefer ScopedValue for request...
How do CompletableFuture and virtual threads compare for concurrency?
Use virtual threads when business logic is naturally blocking — call DB, call HTTP, return. Use CompletableFuture when composing multiple independent async results with...
Explain the happens-before relationship in the Java Memory Model.
Thread A writes x=1 without sync; Thread B reads x may see 0 forever. volatile x or synchronized block creates happens-before. Classic DCL singleton needs volatile instance...
When should you use CopyOnWriteArrayList?
Use for subscriber lists in pub/sub where adds are rare and iteration is constant. Avoid for high-frequency add/remove — use ConcurrentLinkedQueue or synchronized collections....
What are weak references and WeakHashMap use cases?
Attach metadata to objects without extending their lifetime — canonical mapping while object lives. When key GCs, entry drops. Do not rely on timing. For API response caching...
What are text blocks and how do they improve Java code?
String query = """ SELECT u.id, u.name FROM users u WHERE u.active = true """; — readable without \n concatenation. Use formatted for parameters carefully — prefer...
Explain structured concurrency and why it matters.
In a request handler, open StructuredTaskScope, fork fetchUser and fetchOrders, join both — if orders fail, user fetch cancelled automatically. Safer than manual Future...
AtomicReference vs synchronized — when to choose each?
Use AtomicReference for lock-free config pointer swap — compareAndSet(old, new). Use synchronized when updating multiple related fields atomically. AtomicInteger for counters....
What is the Java Platform Module System (JPMS) and who needs it?
Use modules when building custom JDK images or publishing strict API boundaries. Typical microservice: no module-info — Spring Boot repackages classpath. Watch for illegal...
Compare BlockingQueue implementations for producer-consumer workloads.
For order processing, use ArrayBlockingQueue with capacity matching SLA — slow consumer blocks producer instead of OOM. ThreadPoolExecutor with SynchronousQueue +...
IdentityHashMap vs HashMap — when would you use IdentityHashMap?
Use when identity matters not value — tracking object visitation in deep graph walk. Business keys (userId, email) belong in HashMap with proper equals/hashCode....
What are ScopedValues and how do they replace ThreadLocal?
Replace logging MDC ThreadLocal with ScopedValue.where(REQUEST_ID, id).run(() -> handle()). Value immutable — update by nesting new scope. Frameworks (Spring, Micrometer)...
Explain try-with-resources and suppressed exceptions.
try (Connection c = ds.getConnection(); PreparedStatement ps = c.prepareStatement(sql)) { ... } — both closed even on SQLException. Check e.getSuppressed() in logs for close...
What is Metaspace and how do class loading issues cause memory leaks?
Production set MaxMetaspaceSize 256m with monitoring. Investigate Metaspace OOM: heap dump + classloader histogram. Avoid generating unlimited dynamic proxies. OSGi/script...
JVM container awareness and memory settings for Kubernetes?
Container limit 1Gi: JAVA_TOOL_OPTIONS=-XX:MaxRAMPercentage=75.0 -XX:InitialRAMPercentage=50.0. Monitor container memory vs heap used in Actuator metrics. Leave headroom for...
What is the difference between Comparable and Comparator?
Comparable built into the type — Employee implements compareTo by id. Comparator external — sort by name or salary without changing Employee. Use...
Explain garbage collection basics in the JVM.
New objects allocate in Eden; minor GC copies survivors to survivor spaces, then old gen. When old gen fills, major/full GC runs — longer pauses. Tune -Xmx, choose G1 for...
How does Stream API parallel stream work?
parallelStream() splits work across common pool threads. Good for CPU-heavy map on large in-memory collections. Bad for small lists, IO inside stream, or ordered stateful...
What is ForkJoinPool common pool starvation and how do you avoid it?
Never block on common pool — no DB/HTTP in parallelStream without custom pool. Use Executors.newFixedThreadPool for blocking batch jobs. CompletableFuture.supplyAsync(task,...
How do Spring Boot Actuator health probes work with Kubernetes?
Enable probes, configure K8s readinessProbe on /actuator/health/readiness, liveness on /actuator/health/liveness. Custom HealthIndicator for critical deps on readiness group...
How does Micrometer Tracing replace Spring Cloud Sleuth?
Dependencies: micrometer-tracing-bridge-otel, opentelemetry-exporter-otlp. Traces propagate Authorization-safe headers across RestClient/WebClient calls. Correlate logs with...
SecurityFilterChain vs deprecated WebSecurityConfigurerAdapter?
@Bean SecurityFilterChain filterChain(HttpSecurity http) throws Exception { http.csrf(csrf -> csrf.disable()).authorizeHttpRequests(auth ->...
Compare G1, ZGC, and Shenandoah garbage collectors.
Default G1 fine for most Spring Boot services — tune -XX:MaxGCPauseMillis=200. Payment API p99 SLA <10ms GC pause: try -XX:+UseZGC on Java 21 large heap. Benchmark with JMH and...
Stream.toList() vs Collectors.toList() in modern Java?
Public API return users.stream().filter(...).toList() — immutable contract. Internal processing needing mutation: collect(Collectors.toList()). Java 21+ sequenced collections...
A REST API is slow only in production, not locally. How do you debug it?
Enable Micrometer timers and Hibernate statistics or datasource-proxy in staging with prod-like data. Check Hikari `connections-active`, JVM GC pauses, and Feign/RestClient...
One API intermittently times out, no errors in logs. How do you debug?
No app log may mean thread blocked waiting on external IO. Enable Feign/logger + trace. Check LB/proxy timeouts vs client timeouts. ```yaml feign: client: config: default:...
What are hidden classes in JDK 15, and which runtime frameworks rely on them?
I do not write hidden classes in business code. I know JDK 15+ lambdas and several proxy libraries use them so generated bytecode unloads cleanly. If a heap dump shows...
What did generational ZGC change in JDK 21, and when would you pick it over G1?
For a large-heap, latency-sensitive API I trial generational ZGC in staging: p99 pause, allocation rate, and RSS. I keep G1 if throughput or CPU is the SLO. I never flip...
Why did JDK 27 make G1 the default GC everywhere, and when would you still pick Serial or ZGC?
First I check the collector in the new CI log. If it flipped Serial → G1, that is JEP 523 — not a 27 regression. I keep G1 in prod with equal heap and a pause goal. I only...
Explain the difference between == and .equals() in Java.
For primitives, == compares values. For objects, == asks if two references point to the same instance. equals() compares content when overridden — String overrides it for...
HashMap vs ConcurrentHashMap — when and why?
HashMap for single-threaded or external synchronization. ConcurrentHashMap for shared concurrent maps — finer-grained locking than Hashtable. Cannot store null keys/values in...
What is the difference between ArrayList and LinkedList?
ArrayList: dynamic array, great for get(i) and iteration, amortized append. LinkedList: node chain, costly random access, only wins for frequent insert/remove in middle with...
Explain immutability and why String is immutable.
Immutable objects cannot change after build — thread-safe without synchronization. String immutability allows intern pool, caching hashCode, and security when used as...
volatile vs synchronized — when to use each?
volatile for single-writer flags (shutdown, initialized) where no read-modify-write. synchronized or java.util.concurrent locks when multiple threads update shared state. For...
What is Optional and when should you use it?
Use Optional as return type when absence is expected — findById returns Optional<User>. Chain with map/flatMap/orElseThrow. Do not use for fields, method parameters, or Jackson...
Explain method overloading vs overriding.
Overload print(int) and print(String) in one class — compiler picks at compile time. Override toString in subclass — JVM calls subclass version via virtual method table....
What is an ExecutorService and why use it?
Instead of new Thread per task, submit Runnable to fixed pool sized to CPU/IO profile. Handle Future results and exceptions. On shutdown hook call shutdown() and...
What are virtual threads in Java 21 and when should you use them?
Virtual threads excel when code blocks on IO — HTTP clients, JDBC, file reads — allowing one platform thread to serve thousands of concurrent requests. For CPU-heavy parallel...
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