Client-Side Load Balancing with Ribbon in Java

Ribbon is a client-side load balancer that gives you control over the behavior of HTTP and TCP clients in distributed systems. It integrates seamlessly with service discovery tools and provides intelligent routing and resilience features.


What is Ribbon?

Ribbon is a client-side load balancer that provides:

  • Load balancing - Distribute traffic across multiple service instances
  • Fault tolerance - Handle failures gracefully with circuit breakers
  • Service discovery integration - Work with Eureka, Consul, etc.
  • Custom routing rules - Implement complex routing logic

Setup and Dependencies

Maven Dependencies

<properties>
<spring-cloud.version>2022.0.0</spring-cloud.version>
</properties>
<dependencies>
<!-- Spring Cloud Starter Netflix Ribbon -->
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-ribbon</artifactId>
</dependency>
<!-- For service discovery (optional) -->
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-eureka-client</artifactId>
</dependency>
<!-- For REST communication -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>
<!-- For reactive support -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-webflux</artifactId>
</dependency>
</dependencies>
<dependencyManagement>
<dependencies>
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-dependencies</artifactId>
<version>${spring-cloud.version}</version>
<type>pom</type>
<scope>import</scope>
</dependency>
</dependencies>
</dependencyManagement>

Configuration

# application.yml
spring:
application:
name: user-service-client
# Ribbon Configuration
user-service:
ribbon:
listOfServers: localhost:8081,localhost:8082,localhost:8083
NIWSServerListClassName: com.netflix.loadbalancer.ConfigurationBasedServerList
NFLoadBalancerRuleClassName: com.netflix.loadbalancer.RoundRobinRule
ConnectTimeout: 1000
ReadTimeout: 3000
MaxAutoRetries: 1
MaxAutoRetriesNextServer: 2
OkToRetryOnAllOperations: true
# Eureka Configuration (if using service discovery)
eureka:
client:
serviceUrl:
defaultZone: http://localhost:8761/eureka/
fetchRegistry: true
registerWithEureka: false  # This service doesn't register, just discovers
instance:
preferIpAddress: true
# Logging for debugging
logging:
level:
com.netflix.loadbalancer: DEBUG
com.example.ribbon: DEBUG

Basic Ribbon Implementation

Example 1: Manual Ribbon Client with RestTemplate

import org.springframework.cloud.client.loadbalancer.LoadBalanced;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.web.client.RestTemplate;
@Configuration
public class RibbonConfig {
@Bean
@LoadBalanced  // This enables Ribbon load balancing
public RestTemplate restTemplate() {
return new RestTemplate();
}
}
@Service
public class UserServiceClient {
private final RestTemplate restTemplate;
// Service ID (as registered in Eureka) or configured in application.yml
private static final String USER_SERVICE_URL = "http://user-service";
public UserServiceClient(RestTemplate restTemplate) {
this.restTemplate = restTemplate;
}
public User getUserById(Long userId) {
String url = USER_SERVICE_URL + "/api/users/{userId}";
try {
ResponseEntity<User> response = restTemplate.getForEntity(url, User.class, userId);
return response.getBody();
} catch (RestClientException e) {
throw new ServiceUnavailableException("User service is unavailable", e);
}
}
public List<User> getAllUsers() {
String url = USER_SERVICE_URL + "/api/users";
try {
ResponseEntity<User[]> response = restTemplate.getForEntity(url, User[].class);
return Arrays.asList(response.getBody());
} catch (RestClientException e) {
throw new ServiceUnavailableException("User service is unavailable", e);
}
}
public User createUser(User user) {
String url = USER_SERVICE_URL + "/api/users";
try {
ResponseEntity<User> response = restTemplate.postForEntity(url, user, User.class);
return response.getBody();
} catch (RestClientException e) {
throw new ServiceUnavailableException("User service is unavailable", e);
}
}
public void updateUser(Long userId, User user) {
String url = USER_SERVICE_URL + "/api/users/{userId}";
try {
restTemplate.put(url, user, userId);
} catch (RestClientException e) {
throw new ServiceUnavailableException("User service is unavailable", e);
}
}
public void deleteUser(Long userId) {
String url = USER_SERVICE_URL + "/api/users/{userId}";
try {
restTemplate.delete(url, userId);
} catch (RestClientException e) {
throw new ServiceUnavailableException("User service is unavailable", e);
}
}
}
// Domain object
public class User {
private Long id;
private String name;
private String email;
private LocalDateTime createdAt;
// Constructors, getters, and setters
public User() {}
public User(Long id, String name, String email) {
this.id = id;
this.name = name;
this.email = email;
this.createdAt = LocalDateTime.now();
}
// Getters and setters
public Long getId() { return id; }
public void setId(Long id) { this.id = id; }
public String getName() { return name; }
public void setName(String name) { this.name = name; }
public String getEmail() { return email; }
public void setEmail(String email) { this.email = email; }
public LocalDateTime getCreatedAt() { return createdAt; }
public void setCreatedAt(LocalDateTime createdAt) { this.createdAt = createdAt; }
}

Example 2: Advanced Ribbon Configuration

import com.netflix.client.config.IClientConfig;
import com.netflix.loadbalancer.*;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
@Configuration
public class AdvancedRibbonConfig {
// Custom load balancing rule
@Bean
public IRule ribbonRule() {
// You can choose from various built-in rules or create custom ones
return new WeightedResponseTimeRule(); // Uses response time for weighting
// return new RoundRobinRule(); // Simple round-robin
// return new RandomRule(); // Random selection
// return new AvailabilityFilteringRule(); // Skip servers with high failure rates
// return new ZoneAvoidanceRule(); // Consider zone and server availability
}
// Custom ping mechanism (health check)
@Bean
public IPing ribbonPing() {
return new PingUrl(); // HTTP ping to check server health
// return new NoOpPing(); // No health checking
// return new DummyPing(); // Always return true
}
// Server list filter
@Bean
public ServerListFilter<Server> serverListFilter() {
return new ZonePreferenceServerListFilter(); // Prefer servers in the same zone
}
// Custom configuration
@Bean
public IClientConfig ribbonClientConfig() {
DefaultClientConfigImpl config = new DefaultClientConfigImpl();
config.setClientName("user-service");
config.set(CommonClientConfigKey.ConnectTimeout, 1000);
config.set(CommonClientConfigKey.ReadTimeout, 3000);
config.set(CommonClientConfigKey.MaxAutoRetries, 1);
config.set(CommonClientConfigKey.MaxAutoRetriesNextServer, 2);
config.set(CommonClientConfigKey.OkToRetryOnAllOperations, true);
return config;
}
}
// Custom load balancing rule
@Component
public class CustomLoadBalancingRule extends RoundRobinRule {
private static final Logger logger = LoggerFactory.getLogger(CustomLoadBalancingRule.class);
@Override
public Server choose(ILoadBalancer lb, Object key) {
if (lb == null) {
logger.warn("No load balancer available");
return null;
}
Server server = null;
int count = 0;
while (server == null && count++ < 10) {
List<Server> reachableServers = lb.getReachableServers();
List<Server> allServers = lb.getAllServers();
int upCount = reachableServers.size();
int serverCount = allServers.size();
if ((upCount == 0) || (serverCount == 0)) {
logger.warn("No available servers to choose from");
return null;
}
// Custom logic: Skip servers that are under maintenance
List<Server> availableServers = reachableServers.stream()
.filter(this::isServerAvailable)
.collect(Collectors.toList());
if (!availableServers.isEmpty()) {
int nextServerIndex = incrementAndGetModulo(availableServers.size());
server = availableServers.get(nextServerIndex);
} else {
// Fallback to original logic if no filtered servers available
int nextServerIndex = incrementAndGetModulo(upCount);
server = reachableServers.get(nextServerIndex);
}
if (server == null) {
// Transient exception - give the thread a chance to do other work
Thread.yield();
continue;
}
if (server.isAlive() && server.isReadyToServe()) {
return server;
}
// Next server in line
server = null;
}
if (count >= 10) {
logger.warn("No available alive servers after 10 tries");
}
return server;
}
private boolean isServerAvailable(Server server) {
// Custom logic to check if server is available
// You could check maintenance mode, load, etc.
return true; // Implement your custom logic
}
private int incrementAndGetModulo(int modulo) {
for (;;) {
int current = nextServerCyclicCounter.get();
int next = (current + 1) % modulo;
if (nextServerCyclicCounter.compareAndSet(current, next))
return next;
}
}
}

Reactive Ribbon with WebClient

Example 3: Reactive Ribbon Client

import org.springframework.cloud.client.loadbalancer.reactive.LoadBalancedExchangeFilterFunction;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.web.reactive.function.client.WebClient;
@Configuration
public class ReactiveRibbonConfig {
@Bean
@LoadBalanced
public WebClient.Builder loadBalancedWebClientBuilder() {
return WebClient.builder();
}
}
@Service
public class ReactiveUserServiceClient {
private final WebClient webClient;
private static final String USER_SERVICE_URL = "http://user-service";
public ReactiveUserServiceClient(WebClient.Builder webClientBuilder) {
this.webClient = webClientBuilder.baseUrl(USER_SERVICE_URL).build();
}
public Mono<User> getUserById(Long userId) {
return webClient.get()
.uri("/api/users/{userId}", userId)
.retrieve()
.bodyToMono(User.class)
.timeout(Duration.ofSeconds(3))
.onErrorResume(WebClientResponseException.class, ex -> {
if (ex.getStatusCode().is5xxServerError()) {
return Mono.error(new ServiceUnavailableException("User service unavailable"));
}
return Mono.error(ex);
})
.retryWhen(Retry.backoff(3, Duration.ofMillis(100))
.doOnSuccess(user -> 
log.info("Successfully retrieved user: {}", user.getId()))
.doOnError(error -> 
log.error("Failed to retrieve user: {}", error.getMessage()));
}
public Flux<User> getAllUsers() {
return webClient.get()
.uri("/api/users")
.retrieve()
.bodyToFlux(User.class)
.timeout(Duration.ofSeconds(5))
.onErrorResume(throwable -> {
log.error("Error fetching users: {}", throwable.getMessage());
return Flux.empty();
});
}
public Mono<User> createUser(User user) {
return webClient.post()
.uri("/api/users")
.bodyValue(user)
.retrieve()
.bodyToMono(User.class)
.timeout(Duration.ofSeconds(3));
}
public Mono<Void> updateUser(Long userId, User user) {
return webClient.put()
.uri("/api/users/{userId}", userId)
.bodyValue(user)
.retrieve()
.bodyToMono(Void.class)
.timeout(Duration.ofSeconds(3));
}
public Mono<Void> deleteUser(Long userId) {
return webClient.delete()
.uri("/api/users/{userId}", userId)
.retrieve()
.bodyToMono(Void.class)
.timeout(Duration.ofSeconds(3));
}
// Batch operations with load balancing
public Flux<User> getUsersByIds(List<Long> userIds) {
return Flux.fromIterable(userIds)
.flatMap(this::getUserById, 5) // Concurrency of 5
.onErrorContinue((error, userId) -> 
log.warn("Failed to fetch user {}: {}", userId, error.getMessage()));
}
}

Advanced Features

Example 4: Circuit Breaker with Ribbon

import io.github.resilience4j.circuitbreaker.CircuitBreaker;
import io.github.resilience4j.circuitbreaker.CircuitBreakerConfig;
import io.github.resilience4j.circuitbreaker.CircuitBreakerRegistry;
import org.springframework.stereotype.Component;
import java.time.Duration;
import java.util.function.Supplier;
@Component
public class CircuitBreakerUserServiceClient {
private final UserServiceClient userServiceClient;
private final CircuitBreaker circuitBreaker;
public CircuitBreakerUserServiceClient(UserServiceClient userServiceClient) {
this.userServiceClient = userServiceClient;
// Configure circuit breaker
CircuitBreakerConfig circuitBreakerConfig = CircuitBreakerConfig.custom()
.failureRateThreshold(50) // Open circuit if 50% of calls fail
.waitDurationInOpenState(Duration.ofSeconds(30)) // Wait 30s in open state
.slidingWindowSize(10) // Last 10 calls are considered
.permittedNumberOfCallsInHalfOpenState(5) // Allow 5 calls in half-open state
.recordExceptions(ServiceUnavailableException.class, RuntimeException.class)
.build();
CircuitBreakerRegistry circuitBreakerRegistry = CircuitBreakerRegistry.of(circuitBreakerConfig);
this.circuitBreaker = circuitBreakerRegistry.circuitBreaker("userService");
}
public User getUserByIdWithCircuitBreaker(Long userId) {
Supplier<User> decoratedSupplier = CircuitBreaker
.decorateSupplier(circuitBreaker, () -> userServiceClient.getUserById(userId));
try {
return decoratedSupplier.get();
} catch (Exception e) {
// Fallback logic
return getFallbackUser(userId);
}
}
public List<User> getAllUsersWithCircuitBreaker() {
Supplier<List<User>> decoratedSupplier = CircuitBreaker
.decorateSupplier(circuitBreaker, () -> userServiceClient.getAllUsers());
try {
return decoratedSupplier.get();
} catch (Exception e) {
// Fallback logic
log.warn("Using fallback for getAllUsers due to: {}", e.getMessage());
return Collections.emptyList();
}
}
private User getFallbackUser(Long userId) {
// Return a fallback user or cached data
log.warn("Using fallback user for ID: {}", userId);
return new User(userId, "Fallback User", "[email protected]");
}
// Get circuit breaker metrics
public CircuitBreaker.Metrics getCircuitBreakerMetrics() {
return circuitBreaker.getMetrics();
}
public CircuitBreaker.State getCircuitBreakerState() {
return circuitBreaker.getState();
}
}

Example 5: Request-Level Load Balancing

import com.netflix.loadbalancer.Server;
import org.springframework.cloud.client.ServiceInstance;
import org.springframework.cloud.client.loadbalancer.LoadBalancerClient;
import org.springframework.stereotype.Service;
@Service
public class ManualLoadBalancingService {
private final LoadBalancerClient loadBalancerClient;
private final RestTemplate restTemplate;
public ManualLoadBalancingService(LoadBalancerClient loadBalancerClient, 
RestTemplate restTemplate) {
this.loadBalancerClient = loadBalancerClient;
this.restTemplate = restTemplate;
}
public User getUserWithManualLoadBalancing(Long userId) {
// Choose a server manually
ServiceInstance instance = loadBalancerClient.choose("user-service");
if (instance == null) {
throw new ServiceUnavailableException("No available instances of user-service");
}
String url = String.format("http://%s:%s/api/users/%d", 
instance.getHost(), instance.getPort(), userId);
log.info("Calling user service instance: {}:{}", instance.getHost(), instance.getPort());
try {
ResponseEntity<User> response = restTemplate.getForEntity(url, User.class);
return response.getBody();
} catch (Exception e) {
// Mark this instance as problematic and retry with another
log.warn("Instance {}:{} failed, trying another", 
instance.getHost(), instance.getPort());
// Ribbon will automatically avoid this instance for a while
return getUserWithManualLoadBalancing(userId); // Recursive retry
}
}
public void executeOnAllInstances(Runnable task) {
// Get all available instances
List<ServiceInstance> instances = loadBalancerClient.getInstances("user-service");
instances.parallelStream().forEach(instance -> {
try {
log.info("Executing task on instance: {}:{}", 
instance.getHost(), instance.getPort());
// Execute your task for each instance
task.run();
} catch (Exception e) {
log.error("Failed to execute task on instance {}:{} - {}", 
instance.getHost(), instance.getPort(), e.getMessage());
}
});
}
}

Monitoring and Metrics

Example 6: Ribbon Metrics and Monitoring

import com.netflix.loadbalancer.Server;
import com.netflix.loadbalancer.ServerStats;
import io.micrometer.core.instrument.MeterRegistry;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Component;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.atomic.AtomicLong;
@Component
public class RibbonMetricsCollector {
private final MeterRegistry meterRegistry;
private final ILoadBalancer loadBalancer;
private final Map<String, AtomicLong> requestCounters;
public RibbonMetricsCollector(MeterRegistry meterRegistry, 
@LoadBalanced RestTemplate restTemplate) {
this.meterRegistry = meterRegistry;
this.loadBalancer = getLoadBalancerFromRestTemplate(restTemplate);
this.requestCounters = new ConcurrentHashMap<>();
initializeMetrics();
}
@Scheduled(fixedRate = 30000) // Every 30 seconds
public void collectRibbonMetrics() {
if (loadBalancer == null) return;
List<Server> allServers = loadBalancer.getAllServers();
List<Server> reachableServers = loadBalancer.getReachableServers();
// Basic server metrics
meterRegistry.gauge("ribbon.servers.total", allServers.size());
meterRegistry.gauge("ribbon.servers.available", reachableServers.size());
// Server-specific metrics
for (Server server : allServers) {
String serverKey = server.getHost() + ":" + server.getPort();
ServerStats stats = ((AbstractLoadBalancer) loadBalancer).getLoadBalancerStats().getSingleServerStat(server);
meterRegistry.gauge("ribbon.server.requests.active", 
Tags.of("server", serverKey), stats.getActiveRequestsCount());
meterRegistry.gauge("ribbon.server.response.time.avg", 
Tags.of("server", serverKey), stats.getResponseTimeAvg());
meterRegistry.gauge("ribbon.server.connection.failure.count", 
Tags.of("server", serverKey), stats.getSuccessiveConnectionFailureCount());
}
}
public void recordRequest(String serviceId, String endpoint, boolean success) {
String counterName = "ribbon.requests." + serviceId;
AtomicLong counter = requestCounters.computeIfAbsent(counterName, 
key -> meterRegistry.gauge(key, new AtomicLong(0)));
counter.incrementAndGet();
// Record success/failure
meterRegistry.counter("ribbon.requests",
Tags.of("service", serviceId, "endpoint", endpoint, "status", success ? "success" : "failure"))
.increment();
}
private ILoadBalancer getLoadBalancerFromRestTemplate(RestTemplate restTemplate) {
// This is a simplified example - in real implementation, you'd need to access Ribbon's internals
return null;
}
private void initializeMetrics() {
// Initialize custom metrics
meterRegistry.gauge("ribbon.loadbalancer.rule", 
Tags.of("rule", "RoundRobinRule"), 1);
}
}
// Custom Ribbon event listener
@Component
public class RibbonEventListener {
private static final Logger logger = LoggerFactory.getLogger(RibbonEventListener.class);
@EventListener
public void handleRibbonEvent(ClientRequestEvent event) {
logger.debug("Ribbon client request: {} to {}", 
event.getRequest().getMethod(), event.getRequest().getURI());
}
@EventListener
public void handleServerStatusChange(ServerStatusChangeEvent event) {
Server server = event.getServer();
logger.info("Server status changed: {}:{} - {}", 
server.getHost(), server.getPort(), event.getStatus());
}
}

Testing Ribbon Configuration

Example 7: Testing Ribbon Load Balancing

import org.junit.jupiter.api.Test;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.boot.test.mock.mockito.MockBean;
import org.springframework.cloud.client.ServiceInstance;
import org.springframework.cloud.client.loadbalancer.LoadBalancerClient;
import org.springframework.http.ResponseEntity;
import org.springframework.web.client.RestTemplate;
import java.util.Arrays;
import java.util.List;
import static org.mockito.ArgumentMatchers.*;
import static org.mockito.Mockito.*;
import static org.junit.jupiter.api.Assertions.*;
@SpringBootTest
public class RibbonLoadBalancingTest {
@MockBean
private LoadBalancerClient loadBalancerClient;
@MockBean
private RestTemplate restTemplate;
@Test
public void testLoadBalancingAcrossMultipleServers() {
// Mock service instances
ServiceInstance instance1 = mock(ServiceInstance.class);
when(instance1.getHost()).thenReturn("server1");
when(instance1.getPort()).thenReturn(8080);
ServiceInstance instance2 = mock(ServiceInstance.class);
when(instance2.getHost()).thenReturn("server2");
when(instance2.getPort()).thenReturn(8080);
// Mock load balancer to return different instances
when(loadBalancerClient.choose("user-service"))
.thenReturn(instance1)
.thenReturn(instance2);
// Mock REST responses
when(restTemplate.getForEntity(anyString(), eq(User.class)))
.thenReturn(ResponseEntity.ok(new User(1L, "User1", "[email protected]")))
.thenReturn(ResponseEntity.ok(new User(2L, "User2", "[email protected]")));
ManualLoadBalancingService service = 
new ManualLoadBalancingService(loadBalancerClient, restTemplate);
// First call should go to server1
User user1 = service.getUserWithManualLoadBalancing(1L);
assertNotNull(user1);
assertEquals("User1", user1.getName());
// Second call should go to server2
User user2 = service.getUserWithManualLoadBalancing(2L);
assertNotNull(user2);
assertEquals("User2", user2.getName());
// Verify load balancer was called twice
verify(loadBalancerClient, times(2)).choose("user-service");
}
@Test
public void testCircuitBreakerFunctionality() {
CircuitBreakerUserServiceClient circuitClient = 
new CircuitBreakerUserServiceClient(mock(UserServiceClient.class));
// Test circuit breaker metrics
CircuitBreaker.Metrics metrics = circuitClient.getCircuitBreakerMetrics();
assertNotNull(metrics);
CircuitBreaker.State state = circuitClient.getCircuitBreakerState();
assertEquals(CircuitBreaker.State.CLOSED, state);
}
}
// Integration test with multiple server instances
@SpringBootTest(webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
@TestPropertySource(properties = {
"user-service.ribbon.listOfServers=localhost:8091,localhost:8092,localhost:8093",
"user-service.ribbon.NFLoadBalancerRuleClassName=com.netflix.loadbalancer.RoundRobinRule"
})
public class RibbonIntegrationTest {
@LocalServerPort
private int port;
@Test
public void testRoundRobinLoadBalancing() {
// This test would require actual server instances running
// or mocked servers to demonstrate round-robin behavior
RestTemplate restTemplate = new RestTemplate();
// Make multiple requests and verify they're distributed
for (int i = 0; i < 6; i++) {
try {
ResponseEntity<String> response = restTemplate.getForEntity(
"http://localhost:" + port + "/api/users/" + i, String.class);
assertEquals(200, response.getStatusCodeValue());
} catch (Exception e) {
// Expected if no actual servers are running
System.out.println("Request failed (expected in test): " + e.getMessage());
}
}
}
}

Best Practices

  1. Configuration: Always configure timeouts and retry policies
  2. Monitoring: Implement comprehensive metrics and logging
  3. Circuit Breaking: Use circuit breakers for fault tolerance
  4. Health Checks: Ensure proper health checking mechanisms
  5. Service Discovery: Integrate with service discovery for dynamic instance management
  6. Testing: Test load balancing behavior with multiple instances
  7. Fallbacks: Implement graceful fallback mechanisms

Common Ribbon Configuration Properties

user-service:
ribbon:
# Server list configuration
listOfServers: host1:port1,host2:port2
NIWSServerListClassName: com.netflix.loadbalancer.ConfigurationBasedServerList
# Load balancing rules
NFLoadBalancerRuleClassName: com.netflix.loadbalancer.RoundRobinRule
# Timeout configuration
ConnectTimeout: 1000
ReadTimeout: 5000
SocketTimeout: 5000
# Retry configuration
MaxAutoRetries: 1
MaxAutoRetriesNextServer: 2
OkToRetryOnAllOperations: false
# Connection management
MaxTotalConnections: 200
MaxConnectionsPerHost: 50
# Server stats
ServerListRefreshInterval: 30000

Conclusion

Ribbon provides powerful client-side load balancing capabilities:

Key Features:

  • Multiple load balancing algorithms (Round Robin, Random, Weighted, etc.)
  • Integration with service discovery
  • Fault tolerance with retry mechanisms
  • Customizable routing rules
  • Comprehensive metrics and monitoring

Use Cases:

  • Microservices communication
  • Load distribution across multiple instances
  • Graceful degradation and fault tolerance
  • Dynamic service discovery and routing

Migration Note: While Ribbon is in maintenance mode, many concepts translate to Spring Cloud LoadBalancer, which is the recommended solution for new projects. However, understanding Ribbon is valuable for maintaining existing systems and understanding load balancing concepts.

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