diff --git a/pom.xml b/pom.xml
index 1611d23588f03..7763591279753 100644
--- a/pom.xml
+++ b/pom.xml
@@ -67,7 +67,7 @@
         <dep.slf4j.version>2.0.16</dep.slf4j.version>
         <dep.kafka.version>3.9.1</dep.kafka.version>
         <dep.pinot.version>1.3.0</dep.pinot.version>
-        <dep.druid.version>30.0.1</dep.druid.version>
+        <dep.druid.version>35.0.1</dep.druid.version>
         <dep.jaxb.version>2.3.1</dep.jaxb.version>
         <dep.jaxb.runtime.version>4.0.6</dep.jaxb.runtime.version>
         <dep.hudi.version>0.14.0</dep.hudi.version>
diff --git a/presto-druid/pom.xml b/presto-druid/pom.xml
index aec5e2d885830..dde87dcd5b2dc 100644
--- a/presto-druid/pom.xml
+++ b/presto-druid/pom.xml
@@ -32,7 +32,7 @@
     <dependencyManagement>
         <dependencies>
             <dependency>
-                <groupId>org.hibernate</groupId>
+                <groupId>org.hibernate.validator</groupId>
                 <artifactId>hibernate-validator</artifactId>
                 <version>8.0.3.Final</version>
             </dependency>
@@ -41,6 +41,16 @@
                 <artifactId>jakarta.el</artifactId>
                 <version>4.0.1</version>
             </dependency>
+            <dependency>
+                <groupId>at.yawk.lz4</groupId>
+                <artifactId>lz4-java</artifactId>
+                <version>1.10.2</version>
+            </dependency>
+            <dependency>
+                <groupId>org.mozilla</groupId>
+                <artifactId>rhino</artifactId>
+                <version>1.8.1</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 
diff --git a/presto-druid/src/main/java/com/facebook/presto/druid/segment/PrestoQueryableIndex.java b/presto-druid/src/main/java/com/facebook/presto/druid/segment/PrestoQueryableIndex.java
new file mode 100644
index 0000000000000..24d4fa716b6fe
--- /dev/null
+++ b/presto-druid/src/main/java/com/facebook/presto/druid/segment/PrestoQueryableIndex.java
@@ -0,0 +1,170 @@
+/*
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.facebook.presto.druid.segment;
+
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.base.Preconditions;
+import com.google.common.base.Supplier;
+import com.google.common.base.Suppliers;
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.Maps;
+import org.apache.druid.collections.bitmap.BitmapFactory;
+import org.apache.druid.java.util.common.io.smoosh.SmooshedFileMapper;
+import org.apache.druid.query.OrderBy;
+import org.apache.druid.segment.DimensionHandler;
+import org.apache.druid.segment.Metadata;
+import org.apache.druid.segment.QueryableIndex;
+import org.apache.druid.segment.column.BaseColumnHolder;
+import org.apache.druid.segment.column.ColumnHolder;
+import org.apache.druid.segment.data.Indexed;
+import org.joda.time.Interval;
+
+import javax.annotation.Nullable;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+
+public class PrestoQueryableIndex
+        implements QueryableIndex
+{
+    private final Interval dataInterval;
+    private final List<String> columnNames;
+    private final Indexed<String> availableDimensions;
+    private final BitmapFactory bitmapFactory;
+    private final Map<String, Supplier<ColumnHolder>> columns;
+    private final SmooshedFileMapper fileMapper;
+    @Nullable
+    private final Metadata metadata;
+    private final Supplier<Map<String, DimensionHandler>> dimensionHandlers;
+
+    public PrestoQueryableIndex(
+            Interval dataInterval,
+            Indexed<String> dimNames,
+            BitmapFactory bitmapFactory,
+            Map<String, Supplier<ColumnHolder>> columns,
+            SmooshedFileMapper fileMapper,
+            @Nullable Metadata metadata,
+            boolean lazy)
+    {
+        Preconditions.checkNotNull(columns.get(ColumnHolder.TIME_COLUMN_NAME));
+        this.dataInterval = Preconditions.checkNotNull(dataInterval, "dataInterval");
+        ImmutableList.Builder<String> columnNamesBuilder = ImmutableList.builder();
+        for (String column : columns.keySet()) {
+            if (!ColumnHolder.TIME_COLUMN_NAME.equals(column)) {
+                columnNamesBuilder.add(column);
+            }
+        }
+        this.columnNames = columnNamesBuilder.build();
+        this.availableDimensions = dimNames;
+        this.bitmapFactory = bitmapFactory;
+        this.columns = columns;
+        this.fileMapper = fileMapper;
+        this.metadata = metadata;
+
+        if (lazy) {
+            this.dimensionHandlers = Suppliers.memoize(() -> initDimensionHandlers(availableDimensions));
+        }
+        else {
+            this.dimensionHandlers = () -> initDimensionHandlers(availableDimensions);
+        }
+    }
+
+    @Override
+    public Interval getDataInterval()
+    {
+        return dataInterval;
+    }
+
+    @Override
+    public int getNumRows()
+    {
+        return columns.get(ColumnHolder.TIME_COLUMN_NAME).get().getLength();
+    }
+
+    @Override
+    public List<String> getColumnNames()
+    {
+        return columnNames;
+    }
+
+    @Override
+    public Indexed<String> getAvailableDimensions()
+    {
+        return availableDimensions;
+    }
+
+    @Override
+    public BitmapFactory getBitmapFactoryForDimensions()
+    {
+        return bitmapFactory;
+    }
+
+    @Nullable
+    @Override
+    public BaseColumnHolder getColumnHolder(String columnName)
+    {
+        Supplier<BaseColumnHolder> columnHolderSupplier = (Supplier) this.columns.get(columnName);
+        return columnHolderSupplier == null ? null : (BaseColumnHolder) columnHolderSupplier.get();
+    }
+
+    @VisibleForTesting
+    public Map<String, Supplier<ColumnHolder>> getColumns()
+    {
+        return columns;
+    }
+
+    @VisibleForTesting
+    public SmooshedFileMapper getFileMapper()
+    {
+        return fileMapper;
+    }
+
+    @Override
+    public void close()
+    {
+        if (fileMapper != null) {
+            fileMapper.close();
+        }
+    }
+
+    @Override
+    public Metadata getMetadata()
+    {
+        return metadata;
+    }
+
+    @Override
+    public List<OrderBy> getOrdering()
+    {
+        return Collections.emptyList();
+    }
+
+    @Override
+    public Map<String, DimensionHandler> getDimensionHandlers()
+    {
+        return dimensionHandlers.get();
+    }
+
+    private Map<String, DimensionHandler> initDimensionHandlers(Indexed<String> availableDimensions)
+    {
+        Map<String, DimensionHandler> dimensionHandlerMap = Maps.newLinkedHashMap();
+        for (String dim : availableDimensions) {
+            final ColumnHolder columnHolder = getColumnHolder(dim);
+            final DimensionHandler handler = columnHolder.getColumnFormat().getColumnHandler(dim);
+            dimensionHandlerMap.put(dim, handler);
+        }
+        return dimensionHandlerMap;
+    }
+}
diff --git a/presto-druid/src/main/java/com/facebook/presto/druid/segment/V9SegmentIndexSource.java b/presto-druid/src/main/java/com/facebook/presto/druid/segment/V9SegmentIndexSource.java
index 23c1b5dcc4afd..f8e277dd313d7 100644
--- a/presto-druid/src/main/java/com/facebook/presto/druid/segment/V9SegmentIndexSource.java
+++ b/presto-druid/src/main/java/com/facebook/presto/druid/segment/V9SegmentIndexSource.java
@@ -22,13 +22,11 @@
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.common.base.Supplier;
 import com.google.common.collect.Streams;
-import org.apache.druid.common.config.NullHandling;
 import org.apache.druid.common.utils.SerializerUtils;
 import org.apache.druid.jackson.DefaultObjectMapper;
 import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.segment.Metadata;
 import org.apache.druid.segment.QueryableIndex;
-import org.apache.druid.segment.SimpleQueryableIndex;
 import org.apache.druid.segment.column.ColumnConfig;
 import org.apache.druid.segment.column.ColumnDescriptor;
 import org.apache.druid.segment.column.ColumnHolder;
@@ -66,7 +64,6 @@ public class V9SegmentIndexSource
     public V9SegmentIndexSource(SegmentColumnSource segmentColumnSource)
     {
         this.segmentColumnSource = requireNonNull(segmentColumnSource, "segmentColumnSource is null");
-        NullHandling.initializeForTests();
     }
 
     @Override
@@ -74,10 +71,11 @@ public QueryableIndex loadIndex(List<ColumnHandle> columnHandles)
             throws IOException
     {
         ByteBuffer indexBuffer = ByteBuffer.wrap(segmentColumnSource.getColumnData(INDEX_METADATA_FILE_NAME));
-        GenericIndexed.read(indexBuffer, STRING_STRATEGY);
+        GenericIndexed.read(indexBuffer, STRING_STRATEGY, null);
         GenericIndexed<String> allDimensions = GenericIndexed.read(
                 indexBuffer,
-                STRING_STRATEGY);
+                STRING_STRATEGY,
+                null);
 
         Interval dataInterval = Intervals.utc(indexBuffer.getLong(), indexBuffer.getLong());
 
@@ -114,8 +112,13 @@ public QueryableIndex loadIndex(List<ColumnHandle> columnHandles)
         columns.put(TIME_COLUMN_NAME, () -> createColumnHolder(TIME_COLUMN_NAME));
 
         Indexed<String> indexed = new ListIndexed<>(availableDimensions);
-        // TODO: get rid of the time column by creating Presto's SimpleQueryableIndex impl
-        return new SimpleQueryableIndex(
+        /*
+         * Druid 35.0.1 made SimpleQueryableIndex abstract, so created PrestoQueryableIndex
+         * based on the original implementation.
+         * TODO: Refactor PrestoQueryableIndex to remove the dependency on the __time column
+         *  and implement a fully Presto-specific QueryableIndex.
+         */
+        return new PrestoQueryableIndex(
                 dataInterval,
                 indexed,
                 segmentBitmapSerdeFactory.getBitmapFactory(),
@@ -136,7 +139,7 @@ private ColumnHolder createColumnHolder(String columnName)
         try {
             ByteBuffer columnData = ByteBuffer.wrap(segmentColumnSource.getColumnData(columnName));
             ColumnDescriptor columnDescriptor = readColumnDescriptor(columnData);
-            return columnDescriptor.read(columnData, ColumnConfig.DEFAULT, null);
+            return columnDescriptor.read(columnData, ColumnConfig.DEFAULT, null, null);
         }
         catch (IOException e) {
             throw new PrestoException(DRUID_SEGMENT_LOAD_ERROR, e);