diff --git a/pom.xml b/pom.xml
index 11d1d18d..f148fbd2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -23,7 +23,7 @@
     <groupId>io.appform.ranger</groupId>
     <artifactId>ranger</artifactId>
     <packaging>pom</packaging>
-    <version>1.1-RC5</version>
+    <version>1.2-RC5</version>
     <name>Ranger</name>
     <url>https://github.com/appform-io/ranger</url>
     <description>Service Discovery for Java</description>
diff --git a/ranger-client/pom.xml b/ranger-client/pom.xml
index 064f474b..1eeb8203 100644
--- a/ranger-client/pom.xml
+++ b/ranger-client/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-core/pom.xml b/ranger-core/pom.xml
index f4605de4..901fc29f 100644
--- a/ranger-core/pom.xml
+++ b/ranger-core/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-core/src/main/java/io/appform/ranger/core/finder/BaseServiceFinderBuilder.java b/ranger-core/src/main/java/io/appform/ranger/core/finder/BaseServiceFinderBuilder.java
index 23859a41..de9a9746 100644
--- a/ranger-core/src/main/java/io/appform/ranger/core/finder/BaseServiceFinderBuilder.java
+++ b/ranger-core/src/main/java/io/appform/ranger/core/finder/BaseServiceFinderBuilder.java
@@ -18,10 +18,15 @@
 
 import com.google.common.base.Preconditions;
 import com.google.common.collect.Lists;
-import io.appform.ranger.core.finder.nodeselector.RandomServiceNodeSelector;
+import io.appform.ranger.core.finder.nodeselector.WeightedRandomServiceNodeSelector;
 import io.appform.ranger.core.finder.serviceregistry.ServiceRegistryUpdater;
 import io.appform.ranger.core.finder.serviceregistry.signal.ScheduledRegistryUpdateSignal;
-import io.appform.ranger.core.model.*;
+import io.appform.ranger.core.model.Deserializer;
+import io.appform.ranger.core.model.NodeDataSource;
+import io.appform.ranger.core.model.Service;
+import io.appform.ranger.core.model.ServiceNodeSelector;
+import io.appform.ranger.core.model.ServiceRegistry;
+import io.appform.ranger.core.model.ShardSelector;
 import io.appform.ranger.core.signals.Signal;
 import lombok.extern.slf4j.Slf4j;
 import lombok.val;
@@ -48,7 +53,7 @@ public abstract class BaseServiceFinderBuilder
     protected boolean disablePushUpdaters;
     protected D deserializer;
     protected ShardSelector<T, R> shardSelector;
-    protected ServiceNodeSelector<T> nodeSelector = new RandomServiceNodeSelector<>();
+    protected ServiceNodeSelector<T> nodeSelector = new WeightedRandomServiceNodeSelector<>();
     protected final List<Signal<T>> additionalRefreshSignals = new ArrayList<>();
     protected final List<Consumer<Void>> startSignalHandlers = Lists.newArrayList();
     protected final List<Consumer<Void>> stopSignalHandlers = Lists.newArrayList();
diff --git a/ranger-core/src/main/java/io/appform/ranger/core/finder/nodeselector/WeightedRandomServiceNodeSelector.java b/ranger-core/src/main/java/io/appform/ranger/core/finder/nodeselector/WeightedRandomServiceNodeSelector.java
new file mode 100644
index 00000000..48a48566
--- /dev/null
+++ b/ranger-core/src/main/java/io/appform/ranger/core/finder/nodeselector/WeightedRandomServiceNodeSelector.java
@@ -0,0 +1,36 @@
+package io.appform.ranger.core.finder.nodeselector;
+
+import io.appform.ranger.core.model.ServiceNode;
+import io.appform.ranger.core.model.ServiceNodeSelector;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.concurrent.ThreadLocalRandom;
+
+public class WeightedRandomServiceNodeSelector<T> implements ServiceNodeSelector<T> {
+
+    @Override
+    public ServiceNode<T> select(List<ServiceNode<T>> serviceNodes) {
+        if (serviceNodes == null || serviceNodes.isEmpty()) {
+            throw new IllegalArgumentException("Service nodes list cannot be empty");
+        }
+
+        double totalWeight = 0.0;
+        double[] cumulativeWeights = new double[serviceNodes.size()];
+
+        for (int i = 0; i < serviceNodes.size(); i++) {
+            totalWeight += serviceNodes.get(i).getWeight();
+            cumulativeWeights[i] = totalWeight;
+        }
+
+        double randomValue = ThreadLocalRandom.current().nextDouble(totalWeight);
+
+
+        int index = Arrays.binarySearch(cumulativeWeights, randomValue);
+        if (index < 0) {
+            index = -index - 1;
+        }
+
+        return serviceNodes.get(index);
+    }
+}
diff --git a/ranger-core/src/main/java/io/appform/ranger/core/model/ServiceNode.java b/ranger-core/src/main/java/io/appform/ranger/core/model/ServiceNode.java
index 05a41df1..7707488f 100644
--- a/ranger-core/src/main/java/io/appform/ranger/core/model/ServiceNode.java
+++ b/ranger-core/src/main/java/io/appform/ranger/core/model/ServiceNode.java
@@ -28,6 +28,8 @@
 public class ServiceNode<T> {
     private String host;
     private int port;
+    @Builder.Default
+    private double weight = 1.0;
     private T nodeData;
     @Builder.Default
     private HealthcheckStatus healthcheckStatus = HealthcheckStatus.healthy;
@@ -37,6 +39,18 @@ public class ServiceNode<T> {
     @Builder.Default
     private String portScheme = PortSchemes.HTTP;
 
+    public ServiceNode(final String host, final int port, final T nodeData, final HealthcheckStatus healthcheckStatus,
+                       final long lastUpdatedTimeStamp,
+                       final String portScheme) {
+        this.host = host;
+        this.port = port;
+        this.weight = 1;
+        this.nodeData = nodeData;
+        this.healthcheckStatus = healthcheckStatus;
+        this.lastUpdatedTimeStamp = lastUpdatedTimeStamp;
+        this.portScheme = portScheme;
+    }
+
     public String representation() {
         return String.format("%s:%d", host, port);
     }
diff --git a/ranger-core/src/main/java/io/appform/ranger/core/serviceprovider/ServiceProvider.java b/ranger-core/src/main/java/io/appform/ranger/core/serviceprovider/ServiceProvider.java
index 08f7db50..8985625c 100644
--- a/ranger-core/src/main/java/io/appform/ranger/core/serviceprovider/ServiceProvider.java
+++ b/ranger-core/src/main/java/io/appform/ranger/core/serviceprovider/ServiceProvider.java
@@ -26,6 +26,7 @@
 import lombok.Getter;
 import lombok.extern.slf4j.Slf4j;
 
+import java.lang.management.ManagementFactory;
 import java.util.Collections;
 import java.util.List;
 
@@ -69,10 +70,23 @@ private void handleHealthUpdate(HealthcheckResult result) {
             log.debug("No update to health state of node. Skipping data source update.");
             return;
         }
+
+        serviceNode.setWeight(computeWeight());// to be updated
         serviceNode.setHealthcheckStatus(result.getStatus());
         serviceNode.setLastUpdatedTimeStamp(result.getUpdatedTime());
         dataSink.updateState(serializer, serviceNode);
         log.debug("Updated node with health check result: {}", result);
     }
 
+    private double computeWeight() {
+        double T = 60000; // Midpoint at 5 minutes
+        double S = 30000;  // Scaling factor
+
+        return 1.0 / (1.0 + Math.exp(-( (getInstanceUptime() - T) / S )));
+    }
+
+    private long getInstanceUptime() {
+        return ManagementFactory.getRuntimeMXBean().getUptime();
+    }
+
 }
diff --git a/ranger-core/src/test/java/io/appform/ranger/core/finderhub/ServiceFinderHubTest.java b/ranger-core/src/test/java/io/appform/ranger/core/finderhub/ServiceFinderHubTest.java
index 3d1d1d36..caaa9965 100644
--- a/ranger-core/src/test/java/io/appform/ranger/core/finderhub/ServiceFinderHubTest.java
+++ b/ranger-core/src/test/java/io/appform/ranger/core/finderhub/ServiceFinderHubTest.java
@@ -186,7 +186,8 @@ private static class TestNodeDataSource implements NodeDataSource<TestNodeData,
             @Override
             public Optional<List<ServiceNode<TestNodeData>>> refresh(Deserializer<TestNodeData> deserializer) {
                 val list = new ArrayList<ServiceNode<TestNodeData>>();
-                list.add(new ServiceNode<>("HOST", 0, TestNodeData.builder().shardId(1).build(), HealthcheckStatus.healthy, Long.MAX_VALUE, "HTTP"));
+                list.add(new ServiceNode<>("HOST", 0, 1f, TestNodeData.builder().shardId(1).build(),
+                                           HealthcheckStatus.healthy, Long.MAX_VALUE, "HTTP"));
                 return Optional.of(list);
             }
 
diff --git a/ranger-discovery-bundle/pom.xml b/ranger-discovery-bundle/pom.xml
index 58bf1bcd..e7e8d82c 100644
--- a/ranger-discovery-bundle/pom.xml
+++ b/ranger-discovery-bundle/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-drove-client/pom.xml b/ranger-drove-client/pom.xml
index 155cbbd4..0a70ca39 100644
--- a/ranger-drove-client/pom.xml
+++ b/ranger-drove-client/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-drove-client/src/main/java/io/appform/ranger/client/drove/AbstractRangerDroveHubClient.java b/ranger-drove-client/src/main/java/io/appform/ranger/client/drove/AbstractRangerDroveHubClient.java
index b205f9d8..80c0c753 100644
--- a/ranger-drove-client/src/main/java/io/appform/ranger/client/drove/AbstractRangerDroveHubClient.java
+++ b/ranger-drove-client/src/main/java/io/appform/ranger/client/drove/AbstractRangerDroveHubClient.java
@@ -16,7 +16,7 @@
 package io.appform.ranger.client.drove;
 
 import io.appform.ranger.client.AbstractRangerHubClient;
-import io.appform.ranger.core.finder.nodeselector.RandomServiceNodeSelector;
+import io.appform.ranger.core.finder.nodeselector.WeightedRandomServiceNodeSelector;
 import io.appform.ranger.core.finderhub.ServiceDataSource;
 import io.appform.ranger.core.finderhub.ServiceFinderHub;
 import io.appform.ranger.core.model.ServiceNodeSelector;
@@ -42,7 +42,7 @@ public abstract class AbstractRangerDroveHubClient<T, R extends ServiceRegistry<
     private final DroveCommunicator droveCommunicator;
 
     @Builder.Default
-    private final ServiceNodeSelector<T> nodeSelector = new RandomServiceNodeSelector<>();
+    private final ServiceNodeSelector<T> nodeSelector = new WeightedRandomServiceNodeSelector<>();
 
     @Override
     protected ServiceDataSource getDefaultDataSource() {
diff --git a/ranger-drove/pom.xml b/ranger-drove/pom.xml
index de64fb73..7a3f0350 100644
--- a/ranger-drove/pom.xml
+++ b/ranger-drove/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <properties>
         <drove.version>1.30</drove.version>
diff --git a/ranger-drove/src/main/java/io/appform/ranger/drove/serde/DroveResponseDataDeserializer.java b/ranger-drove/src/main/java/io/appform/ranger/drove/serde/DroveResponseDataDeserializer.java
index 53441f4a..b586d75d 100644
--- a/ranger-drove/src/main/java/io/appform/ranger/drove/serde/DroveResponseDataDeserializer.java
+++ b/ranger-drove/src/main/java/io/appform/ranger/drove/serde/DroveResponseDataDeserializer.java
@@ -22,7 +22,9 @@
 import lombok.extern.slf4j.Slf4j;
 import lombok.val;
 
+import java.util.Collections;
 import java.util.List;
+import java.util.Map;
 import java.util.Objects;
 
 /**
@@ -44,6 +46,7 @@ public final List<ServiceNode<T>> deserialize(List<ExposedAppInfo> appInfo) {
                                              }
                                              return new ServiceNode<>(endpoint.getHost(),
                                                                       endpoint.getPort(),
+                                                                      1,
                                                                       info,
                                                                       HealthcheckStatus.healthy,
                                                                       currTime,
diff --git a/ranger-http-client/pom.xml b/ranger-http-client/pom.xml
index 048a55f5..849a848d 100644
--- a/ranger-http-client/pom.xml
+++ b/ranger-http-client/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-http-client/src/main/java/io/appform/ranger/client/http/AbstractRangerHttpHubClient.java b/ranger-http-client/src/main/java/io/appform/ranger/client/http/AbstractRangerHttpHubClient.java
index 5dd6910b..63466445 100644
--- a/ranger-http-client/src/main/java/io/appform/ranger/client/http/AbstractRangerHttpHubClient.java
+++ b/ranger-http-client/src/main/java/io/appform/ranger/client/http/AbstractRangerHttpHubClient.java
@@ -16,7 +16,7 @@
 package io.appform.ranger.client.http;
 
 import io.appform.ranger.client.AbstractRangerHubClient;
-import io.appform.ranger.core.finder.nodeselector.RandomServiceNodeSelector;
+import io.appform.ranger.core.finder.nodeselector.WeightedRandomServiceNodeSelector;
 import io.appform.ranger.core.finderhub.ServiceDataSource;
 import io.appform.ranger.core.finderhub.ServiceFinderHub;
 import io.appform.ranger.core.model.ServiceNodeSelector;
@@ -46,7 +46,7 @@ public abstract class AbstractRangerHttpHubClient<T, R extends ServiceRegistry<T
     private final HttpCommunicator<T> httpClient;
 
     @Builder.Default
-    private final ServiceNodeSelector<T> nodeSelector = new RandomServiceNodeSelector<>();
+    private final ServiceNodeSelector<T> nodeSelector = new WeightedRandomServiceNodeSelector<>();
 
     @Override
     protected ServiceDataSource getDefaultDataSource() {
diff --git a/ranger-http-model/pom.xml b/ranger-http-model/pom.xml
index 091dc08c..436d9ae3 100644
--- a/ranger-http-model/pom.xml
+++ b/ranger-http-model/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-http/pom.xml b/ranger-http/pom.xml
index 54a6eb2d..69243068 100644
--- a/ranger-http/pom.xml
+++ b/ranger-http/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-hub-server-bundle/pom.xml b/ranger-hub-server-bundle/pom.xml
index 6ec8bbcd..a90ae07a 100644
--- a/ranger-hub-server-bundle/pom.xml
+++ b/ranger-hub-server-bundle/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <build>
         <plugins>
diff --git a/ranger-server-bundle/pom.xml b/ranger-server-bundle/pom.xml
index a50ddef8..0712ea58 100644
--- a/ranger-server-bundle/pom.xml
+++ b/ranger-server-bundle/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-server-common/pom.xml b/ranger-server-common/pom.xml
index ceeefd82..b0c51bef 100644
--- a/ranger-server-common/pom.xml
+++ b/ranger-server-common/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-server/pom.xml b/ranger-server/pom.xml
index d71666ab..7b4cf7f4 100644
--- a/ranger-server/pom.xml
+++ b/ranger-server/pom.xml
@@ -22,7 +22,7 @@
     <parent>
         <groupId>io.appform.ranger</groupId>
         <artifactId>ranger</artifactId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
 
     <artifactId>ranger-server</artifactId>
diff --git a/ranger-zk-client/pom.xml b/ranger-zk-client/pom.xml
index 907a8343..cd14b549 100644
--- a/ranger-zk-client/pom.xml
+++ b/ranger-zk-client/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>
 
diff --git a/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/ShardedRangerZKHubClient.java b/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/ShardedRangerZKHubClient.java
index 55af8445..7a8fd57c 100644
--- a/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/ShardedRangerZKHubClient.java
+++ b/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/ShardedRangerZKHubClient.java
@@ -15,7 +15,7 @@
  */
 package io.appform.ranger.client.zk;
 
-import io.appform.ranger.core.finder.nodeselector.RandomServiceNodeSelector;
+import io.appform.ranger.core.finder.nodeselector.WeightedRandomServiceNodeSelector;
 import io.appform.ranger.core.finder.serviceregistry.MapBasedServiceRegistry;
 import io.appform.ranger.core.finder.shardselector.MatchingShardSelector;
 import io.appform.ranger.core.finderhub.ServiceFinderFactory;
@@ -36,7 +36,7 @@ public class ShardedRangerZKHubClient<T>
     private final ShardSelector<T, MapBasedServiceRegistry<T>> shardSelector = new MatchingShardSelector<>();
 
     @Builder.Default
-    private final ServiceNodeSelector<T> nodeSelector = new RandomServiceNodeSelector<>();
+    private final ServiceNodeSelector<T> nodeSelector = new WeightedRandomServiceNodeSelector<>();
 
     @Override
     protected ServiceFinderFactory<T, MapBasedServiceRegistry<T>> getFinderFactory() {
diff --git a/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/UnshardedRangerZKHubClient.java b/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/UnshardedRangerZKHubClient.java
index 2b3eea83..59b8a6f9 100644
--- a/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/UnshardedRangerZKHubClient.java
+++ b/ranger-zk-client/src/main/java/io/appform/ranger/client/zk/UnshardedRangerZKHubClient.java
@@ -15,7 +15,7 @@
  */
 package io.appform.ranger.client.zk;
 
-import io.appform.ranger.core.finder.nodeselector.RandomServiceNodeSelector;
+import io.appform.ranger.core.finder.nodeselector.WeightedRandomServiceNodeSelector;
 import io.appform.ranger.core.finder.serviceregistry.ListBasedServiceRegistry;
 import io.appform.ranger.core.finder.shardselector.ListShardSelector;
 import io.appform.ranger.core.finderhub.ServiceFinderFactory;
@@ -36,7 +36,7 @@ public class UnshardedRangerZKHubClient<T>
     private final ShardSelector<T, ListBasedServiceRegistry<T>> shardSelector = new ListShardSelector<>();
 
     @Builder.Default
-    private final ServiceNodeSelector<T> nodeSelector = new RandomServiceNodeSelector<>();
+    private final ServiceNodeSelector<T> nodeSelector = new WeightedRandomServiceNodeSelector<>();
 
     @Override
     protected ServiceFinderFactory<T, ListBasedServiceRegistry<T>> getFinderFactory() {
diff --git a/ranger-zookeeper/pom.xml b/ranger-zookeeper/pom.xml
index d1e9ad24..d8d01720 100644
--- a/ranger-zookeeper/pom.xml
+++ b/ranger-zookeeper/pom.xml
@@ -21,7 +21,7 @@
     <parent>
         <artifactId>ranger</artifactId>
         <groupId>io.appform.ranger</groupId>
-        <version>1.1-RC5</version>
+        <version>1.2-RC5</version>
     </parent>
     <modelVersion>4.0.0</modelVersion>