diff --git a/README.md b/README.md
index 915b3fb3..527f30dc 100644
--- a/README.md
+++ b/README.md
@@ -67,6 +67,7 @@ a set of rules that precisely define a sequence of operations.
   * `B` [Pascal's Triangle](src/algorithms/math/pascal-triangle)
   * `B` [Complex Number](src/algorithms/math/complex-number) - complex numbers and basic operations with them
   * `B` [Radian & Degree](src/algorithms/math/radian) - radians to degree and backwards conversion
+  * `B` [Fast Powering](src/algorithms/math/fast-powering)
   * `A` [Integer Partition](src/algorithms/math/integer-partition)
   * `A` [Liu Hui π Algorithm](src/algorithms/math/liu-hui) - approximate π calculations based on N-gons
   * `A` [Discrete Fourier Transform](src/algorithms/math/fourier-transform) - decompose a function of time (a signal) into the frequencies that make it up 
@@ -163,6 +164,7 @@ algorithm is an abstraction higher than a computer program.
   * `B` [Tree Depth-First Search](src/algorithms/tree/depth-first-search) (DFS)
   * `B` [Graph Depth-First Search](src/algorithms/graph/depth-first-search) (DFS)
   * `B` [Jump Game](src/algorithms/uncategorized/jump-game)
+  * `B` [Fast Powering](src/algorithms/math/fast-powering)
   * `A` [Permutations](src/algorithms/sets/permutations) (with and without repetitions)
   * `A` [Combinations](src/algorithms/sets/combinations) (with and without repetitions)
 * **Dynamic Programming** - build up a solution using previously found sub-solutions
diff --git a/src/algorithms/math/compute-power/__test__/computePower.test.js b/src/algorithms/math/compute-power/__test__/computePower.test.js
deleted file mode 100644
index 944d562b..00000000
--- a/src/algorithms/math/compute-power/__test__/computePower.test.js
+++ /dev/null
@@ -1,16 +0,0 @@
-import computePower from '../power';
-
-describe('computePower', () => {
-  it('should compute Power', () => {
-    expect(computePower(1, 1)).toBe(1);
-    expect(computePower(2, 0)).toBe(1);
-    expect(computePower(3, 4)).toBe(81);
-    expect(computePower(190, 2)).toBe(36100);
-    expect(computePower(16, 16)).toBe(18446744073709552000);
-    expect(computePower(100, 9)).toBe(1000000000000000000);
-    expect(computePower(9, 16)).toBe(1853020188851841);
-    expect(computePower(11, 5)).toBe(161051);
-    expect(computePower(13, 11)).toBe(1792160394037);
-    expect(computePower(7, 21)).toBe(558545864083284000);
-  });
-});
diff --git a/src/algorithms/math/compute-power/README.md b/src/algorithms/math/fast-powering/README.md
similarity index 95%
rename from src/algorithms/math/compute-power/README.md
rename to src/algorithms/math/fast-powering/README.md
index a0219c06..d8364888 100644
--- a/src/algorithms/math/compute-power/README.md
+++ b/src/algorithms/math/fast-powering/README.md
@@ -1,4 +1,4 @@
-# Power(a,b)
+# Fast Powering Algorithm
 
 This computes power of (a,b)
 eg: power(2,3) = 8
@@ -33,3 +33,7 @@ power(2,5) = 2 * power(2,2) * power(2,2) = 2 * 4 * 4 = 32
 Complexity relation: T(n) = T(n/2) + 1
 
 Time complexity of the algorithm: O(logn)
+
+## References
+
+
diff --git a/src/algorithms/math/fast-powering/__test__/fastPowering.test.js b/src/algorithms/math/fast-powering/__test__/fastPowering.test.js
new file mode 100644
index 00000000..0a5da756
--- /dev/null
+++ b/src/algorithms/math/fast-powering/__test__/fastPowering.test.js
@@ -0,0 +1,23 @@
+import fastPowering from '../fastPowering';
+
+describe('fastPowering', () => {
+  it('should compute power in log(n) time', () => {
+    expect(fastPowering(1, 1)).toBe(1);
+    expect(fastPowering(2, 0)).toBe(1);
+    expect(fastPowering(2, 2)).toBe(4);
+    expect(fastPowering(2, 3)).toBe(8);
+    expect(fastPowering(2, 4)).toBe(16);
+    expect(fastPowering(2, 5)).toBe(32);
+    expect(fastPowering(2, 6)).toBe(64);
+    expect(fastPowering(2, 7)).toBe(128);
+    expect(fastPowering(2, 8)).toBe(256);
+    expect(fastPowering(3, 4)).toBe(81);
+    expect(fastPowering(190, 2)).toBe(36100);
+    expect(fastPowering(11, 5)).toBe(161051);
+    expect(fastPowering(13, 11)).toBe(1792160394037);
+    expect(fastPowering(9, 16)).toBe(1853020188851841);
+    expect(fastPowering(16, 16)).toBe(18446744073709552000);
+    expect(fastPowering(7, 21)).toBe(558545864083284000);
+    expect(fastPowering(100, 9)).toBe(1000000000000000000);
+  });
+});
diff --git a/src/algorithms/math/compute-power/power.js b/src/algorithms/math/fast-powering/fastPowering.js
similarity index 54%
rename from src/algorithms/math/compute-power/power.js
rename to src/algorithms/math/fast-powering/fastPowering.js
index 2fc3ee68..6841eb03 100644
--- a/src/algorithms/math/compute-power/power.js
+++ b/src/algorithms/math/fast-powering/fastPowering.js
@@ -1,11 +1,11 @@
 /**
- * @param {number1} number
- * @param {number2} number
- * @return {number1^number2}
+ * Recursive implementation to compute power.
+ *
+ * @param {number} number1
+ * @param {number} number2
+ * @return {number}
  */
-
-// recursive implementation to compute power
-export default function computePower(number1, number2) {
+export default function fastPowering(number1, number2) {
   let val = 0;
   let res = 0;
   if (number2 === 0) { // if number2 is 0
@@ -13,10 +13,10 @@ export default function computePower(number1, number2) {
   } else if (number2 === 1) { // if number2 is 1 return number 1 as it is
     val = number1;
   } else if (number2 % 2 === 0) { // if number2 is even
-    res = computePower(number1, number2 / 2);
+    res = fastPowering(number1, number2 / 2);
     val = res * res;
   } else { // if number2 is odd
-    res = computePower(number1, Math.floor(number2 / 2));
+    res = fastPowering(number1, Math.floor(number2 / 2));
     val = res * res * number1;
   }
   return val;