--- a/jdk/src/share/classes/java/util/Random.java	Mon Oct 07 18:46:28 2013 -0700
+++ b/jdk/src/share/classes/java/util/Random.java	Tue Oct 08 11:17:15 2013 +0200
@@ -89,7 +89,7 @@
     private static final long addend = 0xBL;
     private static final long mask = (1L << 48) - 1;
 
-    private static final double DOUBLE_UNIT = 1.0 / (1L << 53);
+    private static final double DOUBLE_UNIT = 0x1.0p-53; // 1.0 / (1L << 53)
 
     // IllegalArgumentException messages
     static final String BadBound = "bound must be positive";

--- a/jdk/src/share/classes/java/util/SplittableRandom.java	Mon Oct 07 18:46:28 2013 -0700
+++ b/jdk/src/share/classes/java/util/SplittableRandom.java	Tue Oct 08 11:17:15 2013 +0200
@@ -107,29 +107,25 @@
      * Methods nextLong, nextInt, and derivatives do not return the
      * sequence (seed) values, but instead a hash-like bit-mix of
      * their bits, producing more independently distributed sequences.
-     * For nextLong, the mix64 bit-mixing function computes the same
-     * value as the "64-bit finalizer" function in Austin Appleby's
-     * MurmurHash3 algorithm.  See
-     * http://code.google.com/p/smhasher/wiki/MurmurHash3 , which
-     * comments: "The constants for the finalizers were generated by a
-     * simple simulated-annealing algorithm, and both avalanche all
-     * bits of 'h' to within 0.25% bias." The mix32 function is
-     * equivalent to (int)(mix64(seed) >>> 32), but faster because it
-     * omits a step that doesn't contribute to result.
+     * For nextLong, the mix64 function is based on David Stafford's
+     * (http://zimbry.blogspot.com/2011/09/better-bit-mixing-improving-on.html)
+     * "Mix13" variant of the "64-bit finalizer" function in Austin
+     * Appleby's MurmurHash3 algorithm (see
+     * http://code.google.com/p/smhasher/wiki/MurmurHash3). The mix32
+     * function is based on Stafford's Mix04 mix function, but returns
+     * the upper 32 bits cast as int.
      *
      * The split operation uses the current generator to form the seed
      * and gamma for another SplittableRandom.  To conservatively
      * avoid potential correlations between seed and value generation,
-     * gamma selection (method nextGamma) uses the "Mix13" constants
-     * for MurmurHash3 described by David Stafford
-     * (http://zimbry.blogspot.com/2011/09/better-bit-mixing-improving-on.html)
-     * To avoid potential weaknesses in bit-mixing transformations, we
-     * restrict gammas to odd values with at least 12 and no more than
-     * 52 bits set.  Rather than rejecting candidates with too few or
-     * too many bits set, method nextGamma flips some bits (which has
-     * the effect of mapping at most 4 to any given gamma value).
-     * This reduces the effective set of 64bit odd gamma values by
-     * about 2<sup>14</sup>, a very tiny percentage, and serves as an
+     * gamma selection (method mixGamma) uses different
+     * (Murmurhash3's) mix constants.  To avoid potential weaknesses
+     * in bit-mixing transformations, we restrict gammas to odd values
+     * with at least 24 0-1 or 1-0 bit transitions.  Rather than
+     * rejecting candidates with too few or too many bits set, method
+     * mixGamma flips some bits (which has the effect of mapping at
+     * most 4 to any given gamma value).  This reduces the effective
+     * set of 64bit odd gamma values by about 2%, and serves as an
      * automated screening for sequence constant selection that is
      * left as an empirical decision in some other hashing and crypto
      * algorithms.
@@ -140,14 +136,15 @@
      * avalanching.
      *
      * The default (no-argument) constructor, in essence, invokes
-     * split() for a common "seeder" SplittableRandom.  Unlike other
-     * cases, this split must be performed in a thread-safe manner, so
-     * we use an AtomicLong to represent the seed rather than use an
-     * explicit SplittableRandom. To bootstrap the seeder, we start
-     * off using a seed based on current time and host unless the
-     * java.util.secureRandomSeed property is set. This serves as a
-     * slimmed-down (and insecure) variant of SecureRandom that also
-     * avoids stalls that may occur when using /dev/random.
+     * split() for a common "defaultGen" SplittableRandom.  Unlike
+     * other cases, this split must be performed in a thread-safe
+     * manner, so we use an AtomicLong to represent the seed rather
+     * than use an explicit SplittableRandom. To bootstrap the
+     * defaultGen, we start off using a seed based on current time and
+     * network interface address unless the java.util.secureRandomSeed
+     * property is set. This serves as a slimmed-down (and insecure)
+     * variant of SecureRandom that also avoids stalls that may occur
+     * when using /dev/random.
      *
      * It is a relatively simple matter to apply the basic design here
      * to use 128 bit seeds. However, emulating 128bit arithmetic and
@@ -160,17 +157,16 @@
      */
 
     /**
-     * The initial gamma value for (unsplit) SplittableRandoms. Must
-     * be odd with at least 12 and no more than 52 bits set. Currently
-     * set to the golden ratio scaled to 64bits.
+     * The golden ratio scaled to 64bits, used as the initial gamma
+     * value for (unsplit) SplittableRandoms.
      */
-    private static final long INITIAL_GAMMA = 0x9e3779b97f4a7c15L;
+    private static final long GOLDEN_GAMMA = 0x9e3779b97f4a7c15L;
 
     /**
      * The least non-zero value returned by nextDouble(). This value
      * is scaled by a random value of 53 bits to produce a result.
      */
-    private static final double DOUBLE_UNIT = 1.0 / (1L << 53);
+    private static final double DOUBLE_UNIT = 0x1.0p-53; // 1.0 / (1L << 53);
 
     /**
      * The seed. Updated only via method nextSeed.
@@ -191,31 +187,31 @@
     }
 
     /**
-     * Computes MurmurHash3 64bit mix function.
+     * Computes Stafford variant 13 of 64bit mix function.
      */
     private static long mix64(long z) {
-        z = (z ^ (z >>> 33)) * 0xff51afd7ed558ccdL;
-        z = (z ^ (z >>> 33)) * 0xc4ceb9fe1a85ec53L;
-        return z ^ (z >>> 33);
+        z = (z ^ (z >>> 30)) * 0xbf58476d1ce4e5b9L;
+        z = (z ^ (z >>> 27)) * 0x94d049bb133111ebL;
+        return z ^ (z >>> 31);
     }
 
     /**
-     * Returns the 32 high bits of mix64(z) as int.
+     * Returns the 32 high bits of Stafford variant 4 mix64 function as int.
      */
     private static int mix32(long z) {
-        z = (z ^ (z >>> 33)) * 0xff51afd7ed558ccdL;
-        return (int)(((z ^ (z >>> 33)) * 0xc4ceb9fe1a85ec53L) >>> 32);
+        z = (z ^ (z >>> 33)) * 0x62a9d9ed799705f5L;
+        return (int)(((z ^ (z >>> 28)) * 0xcb24d0a5c88c35b3L) >>> 32);
     }
 
     /**
      * Returns the gamma value to use for a new split instance.
      */
-    private static long nextGamma(long z) {
-        z = (z ^ (z >>> 30)) * 0xbf58476d1ce4e5b9L; // Stafford "Mix13"
-        z = (z ^ (z >>> 27)) * 0x94d049bb133111ebL;
-        z = (z ^ (z >>> 31)) | 1L; // force to be odd
-        int n = Long.bitCount(z);  // ensure enough 0 and 1 bits
-        return (n < 12 || n > 52) ? z ^ 0xaaaaaaaaaaaaaaaaL : z;
+    private static long mixGamma(long z) {
+        z = (z ^ (z >>> 33)) * 0xff51afd7ed558ccdL; // MurmurHash3 mix constants
+        z = (z ^ (z >>> 33)) * 0xc4ceb9fe1a85ec53L;
+        z = (z ^ (z >>> 33)) | 1L;                  // force to be odd
+        int n = Long.bitCount(z ^ (z >>> 1));       // ensure enough transitions
+        return (n < 24) ? z ^ 0xaaaaaaaaaaaaaaaaL : z;
     }
 
     /**
@@ -228,7 +224,7 @@
     /**
      * The seed generator for default constructors.
      */
-    private static final AtomicLong seeder = new AtomicLong(initialSeed());
+    private static final AtomicLong defaultGen = new AtomicLong(initialSeed());
 
     private static long initialSeed() {
         String pp = java.security.AccessController.doPrivileged(
@@ -396,7 +392,7 @@
      * @param seed the initial seed
      */
     public SplittableRandom(long seed) {
-        this(seed, INITIAL_GAMMA);
+        this(seed, GOLDEN_GAMMA);
     }
 
     /**
@@ -405,8 +401,10 @@
      * of those of any other instances in the current program; and
      * may, and typically does, vary across program invocations.
      */
-    public SplittableRandom() { // emulate seeder.split()
-        this.gamma = nextGamma(this.seed = seeder.addAndGet(INITIAL_GAMMA));
+    public SplittableRandom() { // emulate defaultGen.split()
+        long s = defaultGen.getAndAdd(2 * GOLDEN_GAMMA);
+        this.seed = mix64(s);
+        this.gamma = mixGamma(s + GOLDEN_GAMMA);
     }
 
     /**
@@ -424,8 +422,7 @@
      * @return the new SplittableRandom instance
      */
     public SplittableRandom split() {
-        long s = nextSeed();
-        return new SplittableRandom(s, nextGamma(s));
+        return new SplittableRandom(nextLong(), mixGamma(nextSeed()));
     }
 
     /**

--- a/jdk/src/share/classes/java/util/concurrent/ThreadLocalRandom.java	Mon Oct 07 18:46:28 2013 -0700
+++ b/jdk/src/share/classes/java/util/concurrent/ThreadLocalRandom.java	Tue Oct 08 11:17:15 2013 +0200
@@ -194,8 +194,8 @@
     private static final long SEEDER_INCREMENT = 0xbb67ae8584caa73bL;
 
     // Constants from SplittableRandom
-    private static final double DOUBLE_UNIT = 1.0 / (1L << 53);
-    private static final float  FLOAT_UNIT  = 1.0f / (1 << 24);
+    private static final double DOUBLE_UNIT = 0x1.0p-53;  // 1.0  / (1L << 53)
+    private static final float  FLOAT_UNIT  = 0x1.0p-24f; // 1.0f / (1 << 24)
 
     /** Rarely-used holder for the second of a pair of Gaussians */
     private static final ThreadLocal<Double> nextLocalGaussian =