diff --git a/processing/src/main/java/io/druid/segment/QueryableIndexStorageAdapter.java b/processing/src/main/java/io/druid/segment/QueryableIndexStorageAdapter.java
index 9dcd136e024..c174a64e20e 100644
--- a/processing/src/main/java/io/druid/segment/QueryableIndexStorageAdapter.java
+++ b/processing/src/main/java/io/druid/segment/QueryableIndexStorageAdapter.java
@@ -138,7 +138,10 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
   {
     Interval actualInterval = interval;
 
-    final Interval dataInterval = new Interval(getMinTime().getMillis(), gran.next(getMaxTime().getMillis()));
+    final Interval dataInterval = new Interval(
+        getMinTime().getMillis(),
+        gran.next(gran.truncate(getMaxTime().getMillis()))
+    );
 
     if (!actualInterval.overlaps(dataInterval)) {
       return Sequences.empty();
diff --git a/processing/src/main/java/io/druid/segment/incremental/IncrementalIndexStorageAdapter.java b/processing/src/main/java/io/druid/segment/incremental/IncrementalIndexStorageAdapter.java
index 1c452496ffb..6d742509ca2 100644
--- a/processing/src/main/java/io/druid/segment/incremental/IncrementalIndexStorageAdapter.java
+++ b/processing/src/main/java/io/druid/segment/incremental/IncrementalIndexStorageAdapter.java
@@ -133,8 +133,11 @@ public class IncrementalIndexStorageAdapter implements StorageAdapter
 
     Interval actualIntervalTmp = interval;
 
+    final Interval dataInterval = new Interval(
+        getMinTime().getMillis(),
+        gran.next(gran.truncate(getMaxTime().getMillis()))
+    );
 
-    final Interval dataInterval = new Interval(getMinTime().getMillis(), gran.next(getMaxTime().getMillis()));
     if (!actualIntervalTmp.overlaps(dataInterval)) {
       return Sequences.empty();
     }
diff --git a/processing/src/test/java/io/druid/query/timeseries/TimeseriesQueryRunnerTest.java b/processing/src/test/java/io/druid/query/timeseries/TimeseriesQueryRunnerTest.java
index 708a7de1054..1f4ba61eac0 100644
--- a/processing/src/test/java/io/druid/query/timeseries/TimeseriesQueryRunnerTest.java
+++ b/processing/src/test/java/io/druid/query/timeseries/TimeseriesQueryRunnerTest.java
@@ -21,7 +21,9 @@ package io.druid.query.timeseries;
 
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableMap;
+import com.google.common.collect.Iterables;
 import com.google.common.collect.Lists;
+import com.metamx.common.Granularity;
 import com.metamx.common.guava.Sequences;
 import io.druid.granularity.PeriodGranularity;
 import io.druid.granularity.QueryGranularity;
@@ -465,6 +467,121 @@ public class TimeseriesQueryRunnerTest
     TestHelper.assertExpectedResults(expectedResults1, results1);
   }
 
+  @Test
+  public void testTimeseriesQueryZeroFilling()
+  {
+    TimeseriesQuery query1 = Druids.newTimeseriesQueryBuilder()
+                                   .dataSource(QueryRunnerTestHelper.dataSource)
+                                   .filters(QueryRunnerTestHelper.providerDimension, "spot", "upfront", "total_market")
+                                   .granularity(QueryGranularity.HOUR)
+                                   .intervals(
+                                       Arrays.asList(
+                                           new Interval(
+                                               "2011-04-14T00:00:00.000Z/2011-05-01T00:00:00.000Z"
+                                           )
+                                       )
+                                   )
+                                   .aggregators(
+                                       Arrays.<AggregatorFactory>asList(
+                                           QueryRunnerTestHelper.rowsCount,
+                                           new LongSumAggregatorFactory(
+                                               "idx",
+                                               "index"
+                                           )
+                                       )
+                                   )
+                                   .build();
+
+    List<Result<TimeseriesResultValue>> lotsOfZeroes = Lists.newArrayList();
+    for (final Long millis : QueryGranularity.HOUR.iterable(
+        new DateTime("2011-04-14T01").getMillis(),
+        new DateTime("2011-04-15").getMillis()
+    )) {
+      lotsOfZeroes.add(
+          new Result<>(
+              new DateTime(millis),
+              new TimeseriesResultValue(
+                  ImmutableMap.<String, Object>of("rows", 0L, "idx", 0L)
+              )
+          )
+      );
+    }
+    List<Result<TimeseriesResultValue>> expectedResults1 = Lists.newArrayList(
+        Iterables.concat(
+            Arrays.asList(
+                new Result<>(
+                    new DateTime("2011-04-14T00"),
+                    new TimeseriesResultValue(
+                        ImmutableMap.<String, Object>of("rows", 13L, "idx", 4907L)
+                    )
+                )
+            ),
+            lotsOfZeroes,
+            Arrays.asList(
+                new Result<>(
+                    new DateTime("2011-04-15T00"),
+                    new TimeseriesResultValue(
+                        ImmutableMap.<String, Object>of("rows", 13L, "idx", 4717L)
+                    )
+                )
+            )
+        )
+    );
+
+    Iterable<Result<TimeseriesResultValue>> results1 = Sequences.toList(
+        runner.run(query1),
+        Lists.<Result<TimeseriesResultValue>>newArrayList()
+    );
+    TestHelper.assertExpectedResults(expectedResults1, results1);
+  }
+
+  @Test
+  public void testTimeseriesQueryGranularityNotAlignedWithRollupGranularity()
+  {
+    TimeseriesQuery query1 = Druids.newTimeseriesQueryBuilder()
+                                   .dataSource(QueryRunnerTestHelper.dataSource)
+                                   .filters(QueryRunnerTestHelper.providerDimension, "spot", "upfront", "total_market")
+                                   .granularity(
+                                       new PeriodGranularity(
+                                           new Period("PT1H"),
+                                           new DateTime(60000),
+                                           DateTimeZone.UTC
+                                       )
+                                   )
+                                   .intervals(
+                                       Arrays.asList(
+                                           new Interval(
+                                               "2011-04-15T00:00:00.000Z/2012"
+                                           )
+                                       )
+                                   )
+                                   .aggregators(
+                                       Arrays.<AggregatorFactory>asList(
+                                           QueryRunnerTestHelper.rowsCount,
+                                           new LongSumAggregatorFactory(
+                                               "idx",
+                                               "index"
+                                           )
+                                       )
+                                   )
+                                   .build();
+
+    List<Result<TimeseriesResultValue>> expectedResults1 = Arrays.asList(
+        new Result<TimeseriesResultValue>(
+            new DateTime("2011-04-14T23:01Z"),
+            new TimeseriesResultValue(
+                ImmutableMap.<String, Object>of("rows", 13L, "idx", 4717L)
+            )
+        )
+    );
+
+    Iterable<Result<TimeseriesResultValue>> results1 = Sequences.toList(
+        runner.run(query1),
+        Lists.<Result<TimeseriesResultValue>>newArrayList()
+    );
+    TestHelper.assertExpectedResults(expectedResults1, results1);
+  }
+
   @Test
   public void testTimeseriesWithVaryingGranWithFilter()
   {
diff --git a/processing/src/test/java/io/druid/segment/TestIndex.java b/processing/src/test/java/io/druid/segment/TestIndex.java
index 3d37545027c..bb83dac77ce 100644
--- a/processing/src/test/java/io/druid/segment/TestIndex.java
+++ b/processing/src/test/java/io/druid/segment/TestIndex.java
@@ -35,7 +35,6 @@ import io.druid.query.aggregation.AggregatorFactory;
 import io.druid.query.aggregation.DoubleSumAggregatorFactory;
 import io.druid.query.aggregation.hyperloglog.HyperUniquesAggregatorFactory;
 import io.druid.query.aggregation.hyperloglog.HyperUniquesSerde;
-import io.druid.segment.column.ColumnConfig;
 import io.druid.segment.incremental.IncrementalIndex;
 import io.druid.segment.serde.ComplexMetrics;
 import org.joda.time.DateTime;
@@ -69,7 +68,7 @@ public class TestIndex
   };
   public static final String[] DIMENSIONS = new String[]{"provider", "quALIty", "plAcEmEnT", "pLacementish"};
   public static final String[] METRICS = new String[]{"iNdEx"};
-  private static final Interval DATA_INTERVAL = new Interval("2011-01-12T00:00:00.000Z/2011-04-16T00:00:00.000Z");
+  private static final Interval DATA_INTERVAL = new Interval("2011-01-12T00:00:00.000Z/2011-05-01T00:00:00.000Z");
   private static final AggregatorFactory[] METRIC_AGGS = new AggregatorFactory[]{
       new DoubleSumAggregatorFactory(METRICS[0], METRICS[0]),
       new HyperUniquesAggregatorFactory("quality_uniques", "quality")