diff --git a/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicDouble.java b/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicDouble.java
index 0bd89c090..cbfe1f1ea 100644
--- a/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicDouble.java
+++ b/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicDouble.java
@@ -40,6 +40,7 @@ import org.springframework.util.Assert;
  * @author Thomas Darimont
  * @author Christoph Strobl
  * @author Mark Paluch
+ * @author Ning Wei
  */
 public class RedisAtomicDouble extends Number implements Serializable, BoundKeyOperations<String> {
 
@@ -88,9 +89,7 @@ public class RedisAtomicDouble extends Number implements Serializable, BoundKeyO
 		this.operations = generalOps.opsForValue();
 
 		if (initialValue == null) {
-			if (this.operations.get(redisCounter) == null) {
-				set(0);
-			}
+			setIfAbsent(0);
 		} else {
 			set(initialValue);
 		}
@@ -134,9 +133,7 @@ public class RedisAtomicDouble extends Number implements Serializable, BoundKeyO
 		this.operations = generalOps.opsForValue();
 
 		if (initialValue == null) {
-			if (this.operations.get(redisCounter) == null) {
-				set(0);
-			}
+			setIfAbsent(0);
 		} else {
 			set(initialValue);
 		}
@@ -166,6 +163,16 @@ public class RedisAtomicDouble extends Number implements Serializable, BoundKeyO
 		operations.set(key, newValue);
 	}
 
+	/**
+	 * Sets to the given value, only if {@code key} does not exist.
+	 *
+	 * @param newValue the new value.
+	 * @return true if successful. False return indicates that {@code key} already existed.
+	 */
+	public Boolean setIfAbsent(double newValue) {
+		return operations.setIfAbsent(key, newValue);
+	}
+
 	/**
 	 * Set to the given value and return the old value.
 	 *
diff --git a/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicInteger.java b/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicInteger.java
index e3926aa46..fe48cb933 100644
--- a/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicInteger.java
+++ b/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicInteger.java
@@ -40,6 +40,7 @@ import org.springframework.util.Assert;
  * @author Thomas Darimont
  * @author Christoph Strobl
  * @author Mark Paluch
+ * @author Ning Wei
  * @see java.util.concurrent.atomic.AtomicInteger
  */
 public class RedisAtomicInteger extends Number implements Serializable, BoundKeyOperations<String> {
@@ -111,9 +112,7 @@ public class RedisAtomicInteger extends Number implements Serializable, BoundKey
 		this.operations = generalOps.opsForValue();
 
 		if (initialValue == null) {
-			if (this.operations.get(redisCounter) == null) {
-				set(0);
-			}
+			setIfAbsent(0);
 		} else {
 			set(initialValue);
 		}
@@ -132,9 +131,7 @@ public class RedisAtomicInteger extends Number implements Serializable, BoundKey
 		this.operations = generalOps.opsForValue();
 
 		if (initialValue == null) {
-			if (this.operations.get(redisCounter) == null) {
-				set(0);
-			}
+			setIfAbsent(0);
 		} else {
 			set(initialValue);
 		}
@@ -164,6 +161,16 @@ public class RedisAtomicInteger extends Number implements Serializable, BoundKey
 		operations.set(key, newValue);
 	}
 
+	/**
+	 * Sets to the given value, only if {@code key} does not exist.
+	 *
+	 * @param newValue the new value.
+	 * @return true if successful. False return indicates that {@code key} already existed.
+	 */
+	public Boolean setIfAbsent(int newValue) {
+		return operations.setIfAbsent(key, newValue);
+	}
+
 	/**
 	 * Set to the given value and return the old value.
 	 *
diff --git a/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicLong.java b/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicLong.java
index f8433f90f..c17f06f1b 100644
--- a/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicLong.java
+++ b/src/main/java/org/springframework/data/redis/support/atomic/RedisAtomicLong.java
@@ -40,6 +40,7 @@ import org.springframework.util.Assert;
  * @author Thomas Darimont
  * @author Christoph Strobl
  * @author Mark Paluch
+ * @author Ning Wei
  * @see java.util.concurrent.atomic.AtomicLong
  */
 public class RedisAtomicLong extends Number implements Serializable, BoundKeyOperations<String> {
@@ -88,9 +89,7 @@ public class RedisAtomicLong extends Number implements Serializable, BoundKeyOpe
 		this.operations = generalOps.opsForValue();
 
 		if (initialValue == null) {
-			if (this.operations.get(redisCounter) == null) {
-				set(0);
-			}
+			setIfAbsent(0);
 		} else {
 			set(initialValue);
 		}
@@ -138,9 +137,7 @@ public class RedisAtomicLong extends Number implements Serializable, BoundKeyOpe
 		this.operations = generalOps.opsForValue();
 
 		if (initialValue == null) {
-			if (this.operations.get(redisCounter) == null) {
-				set(0);
-			}
+			setIfAbsent(0);
 		} else {
 			set(initialValue);
 		}
@@ -170,6 +167,16 @@ public class RedisAtomicLong extends Number implements Serializable, BoundKeyOpe
 		operations.set(key, newValue);
 	}
 
+	/**
+	 * Sets to the given value, only if {@code key} does not exist.
+	 *
+	 * @param newValue the new value.
+	 * @return true if successful. False return indicates that {@code key} already existed.
+	 */
+	public Boolean setIfAbsent(long newValue) {
+		return operations.setIfAbsent(key, newValue);
+	}
+
 	/**
 	 * Set to the given value and return the old value.
 	 *