diff --git a/Orleans.BalancedResourcePlacement/BalancedResourcePlacementStrategy.cs b/Orleans.BalancedResourcePlacement/BalancedResourcePlacementStrategy.cs
index a314ff7..6af096c 100644
--- a/Orleans.BalancedResourcePlacement/BalancedResourcePlacementStrategy.cs
+++ b/Orleans.BalancedResourcePlacement/BalancedResourcePlacementStrategy.cs
@@ -45,6 +45,14 @@ public sealed class BalancedResourcePlacementOptions
     /// </summary>
     public TimeSpan ResourceStatisticsCollectionPeriod { get; set; }
 
+    /// <summary>
+    /// If <see langword="true"/>; than an <a href="https://en.wikipedia.org/wiki/Online_algorithm">online</a> adaptive filter is used to
+    /// filter out high-frequency components (provides smoothing) and avoid rapid signal drops by translating it into a more linear decay process.
+    /// This all contributes to avoid resource saturation on the silos.
+    /// </summary>
+    /// <remarks><i>It is recommended to pick a lower (more frequent) <see cref="ResourceStatisticsCollectionPeriod"/> when adaptiv filtering is used.</i></remarks>
+    public bool UseAdaptiveFiltering { get; set; }
+
     /// <summary>
     /// The importance of the CPU utilization by the silo [percentage].
     /// </summary>
diff --git a/Orleans.BalancedResourcePlacement/Extensions.cs b/Orleans.BalancedResourcePlacement/Extensions.cs
index 394b8d5..cacfc0d 100644
--- a/Orleans.BalancedResourcePlacement/Extensions.cs
+++ b/Orleans.BalancedResourcePlacement/Extensions.cs
@@ -18,7 +18,7 @@ public static ISiloBuilder AddBalancedResourcePlacement(this ISiloBuilder siloBu
     {
         BalancedResourcePlacementOptions options = new()
         {
-            ResourceStatisticsCollectionPeriod = TimeSpan.FromSeconds(5),
+            ResourceStatisticsCollectionPeriod = TimeSpan.FromSeconds(1),
             CpuUsageWeight = 0.3f,
             AvailableMemoryWeight = 0.4f,
             MemoryUsageWeight = 0.2f,
diff --git a/StatisticsFilteringSandbox/Program.cs b/StatisticsFilteringSandbox/Program.cs
index a498c45..d43674f 100644
--- a/StatisticsFilteringSandbox/Program.cs
+++ b/StatisticsFilteringSandbox/Program.cs
@@ -3,7 +3,7 @@
 using Orleans.BalancedResourcePlacement;
 
 const bool saveResultForPlotting = true;
-const int iterations = 250;
+const int iterations = 2500;
 
 var filter = new StatisticsFilter<float>();
 
@@ -13,10 +13,10 @@
 bool _1stFlag = false;
 bool _2ndFlag = false;
 List<(int, int)> trafficHours =
-      [(0, 1), (16, 24), (39, 40)];
+      //[(0, 1), (16, 24), (39, 40)];
       //[(0, 8), (20, 21), (40, 48)];
       //[(0, 2), (6, 8), (12, 14), (18, 22)];
-      //[(0, 2), (4, 6), (8, 10), (12, 14), (16, 18), (20, 22)];
+      [(0, 2), (4, 6), (8, 10), (12, 14), (16, 18), (20, 22)];
       //[(0, 1), (3, 4), (6, 7), (9, 10), (12, 13), (15, 16), (18, 19), (21, 22), (24, 25), (27, 28), (30, 31), (33, 34), (36, 37), (39, 40), (42, 43), (45, 46), (48, 49)];
 int maxHour = trafficHours.SelectMany(pair => new[] { pair.Item1, pair.Item2 }).Max();