diff --git a/cmd/erasure-common.go b/cmd/erasure-common.go
index 5f193abb3..4fd83dd45 100644
--- a/cmd/erasure-common.go
+++ b/cmd/erasure-common.go
@@ -37,6 +37,37 @@ func (er erasureObjects) getLoadBalancedLocalDisks() (newDisks []StorageAPI) {
 	return newDisks
 }
 
+func (er erasureObjects) getOnlineDisks() (newDisks []StorageAPI) {
+	disks := er.getDisks()
+	var wg sync.WaitGroup
+	var mu sync.Mutex
+	for _, i := range hashOrder(UTCNow().String(), len(disks)) {
+		i := i
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+			if disks[i-1] == nil {
+				return
+			}
+			di, err := disks[i-1].DiskInfo(context.Background())
+			if err != nil || di.Healing {
+				// - Do not consume disks which are not reachable
+				//   unformatted or simply not accessible for some reason.
+				//
+				// - Do not consume disks which are being healed
+				//
+				// - Future: skip busy disks
+				return
+			}
+
+			mu.Lock()
+			newDisks = append(newDisks, disks[i-1])
+			mu.Unlock()
+		}()
+	}
+	return newDisks
+}
+
 // getLoadBalancedNDisks - fetches load balanced (sufficiently randomized) disk slice
 // with N disks online. If ndisks is zero or negative, then it will returns all disks,
 // same if ndisks is greater than the number of all disks.
@@ -89,8 +120,8 @@ func (er erasureObjects) getLoadBalancedDisks(optimized bool) []StorageAPI {
 			}
 
 			mu.Lock()
-			// Capture disks usage wise
-			newDisks[di.Used] = append(newDisks[di.Used], disks[i-1])
+			// Capture disks usage wise upto resolution of MiB
+			newDisks[di.Used/1024/1024] = append(newDisks[di.Used/1024/1024], disks[i-1])
 			mu.Unlock()
 		}()
 	}
diff --git a/cmd/erasure.go b/cmd/erasure.go
index b453adad1..45f0c9ed1 100644
--- a/cmd/erasure.go
+++ b/cmd/erasure.go
@@ -252,7 +252,7 @@ func (er erasureObjects) crawlAndGetDataUsage(ctx context.Context, buckets []Buc
 	}
 
 	// Collect disks we can use.
-	disks := er.getLoadBalancedDisks(true)
+	disks := er.getOnlineDisks()
 	if len(disks) == 0 {
 		logger.Info(color.Green("data-crawl:") + " all disks are offline or being healed, skipping crawl")
 		return nil