diff --git a/benchmarks/src/test/java/org/apache/druid/server/coordinator/BalancerStrategyBenchmark.java b/benchmarks/src/test/java/org/apache/druid/server/coordinator/BalancerStrategyBenchmark.java
index b4d38e5d2cc..af6007c8ac8 100644
--- a/benchmarks/src/test/java/org/apache/druid/server/coordinator/BalancerStrategyBenchmark.java
+++ b/benchmarks/src/test/java/org/apache/druid/server/coordinator/BalancerStrategyBenchmark.java
@@ -24,6 +24,7 @@ import com.google.common.util.concurrent.MoreExecutors;
 import org.apache.druid.client.ImmutableDruidDataSource;
 import org.apache.druid.client.ImmutableDruidServer;
 import org.apache.druid.java.util.common.Intervals;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.server.coordination.DruidServerMetadata;
 import org.apache.druid.server.coordination.ServerType;
 import org.apache.druid.timeline.DataSegment;
@@ -47,7 +48,6 @@ import java.util.Collections;
 import java.util.Iterator;
 import java.util.List;
 import java.util.Random;
-import java.util.concurrent.Executors;
 import java.util.concurrent.TimeUnit;
 import java.util.stream.IntStream;
 
@@ -77,7 +77,7 @@ public class BalancerStrategyBenchmark
   private int reservoirSize = 1;
   private double percentOfSegmentsToConsider = 100;
   private final BalancerStrategy balancerStrategy = new CostBalancerStrategy(
-      MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1))
+      MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "BalancerStrategyBenchmark-%d"))
   );
 
   @Setup(Level.Trial)
diff --git a/codestyle/druid-forbidden-apis.txt b/codestyle/druid-forbidden-apis.txt
index 04d1ceb41bd..a99654f1212 100644
--- a/codestyle/druid-forbidden-apis.txt
+++ b/codestyle/druid-forbidden-apis.txt
@@ -48,6 +48,7 @@ org.apache.commons.io.FileUtils#getTempDirectory() @ Use org.junit.rules.Tempora
 org.apache.commons.io.FileUtils#deleteDirectory(java.io.File) @ Use org.apache.druid.java.util.common.FileUtils#deleteDirectory()
 org.apache.commons.io.FileUtils#forceMkdir(java.io.File) @ Use org.apache.druid.java.util.common.FileUtils.mkdirp instead
 java.lang.Class#getCanonicalName() @ Class.getCanonicalName can return null for anonymous types, use Class.getName instead.
+java.util.concurrent.Executors#newFixedThreadPool(int) @ Executor is non-daemon and can prevent JVM shutdown, use org.apache.druid.java.util.common.concurrent.Execs#multiThreaded(int, java.lang.String) instead.
 
 @defaultMessage Use Locale.ENGLISH
 com.ibm.icu.text.DateFormatSymbols#<init>()
diff --git a/core/src/test/java/org/apache/druid/common/guava/GuavaUtilsTest.java b/core/src/test/java/org/apache/druid/common/guava/GuavaUtilsTest.java
index 27bebbfa4e6..3fcfb72cfd4 100644
--- a/core/src/test/java/org/apache/druid/common/guava/GuavaUtilsTest.java
+++ b/core/src/test/java/org/apache/druid/common/guava/GuavaUtilsTest.java
@@ -24,6 +24,7 @@ import com.google.common.util.concurrent.Futures;
 import com.google.common.util.concurrent.ListenableFuture;
 import com.google.common.util.concurrent.ListeningExecutorService;
 import com.google.common.util.concurrent.MoreExecutors;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.junit.Assert;
 import org.junit.Test;
 
@@ -31,7 +32,6 @@ import java.util.ArrayList;
 import java.util.List;
 import java.util.concurrent.Callable;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicInteger;
 import java.util.function.Function;
@@ -71,7 +71,7 @@ public class GuavaUtilsTest
   public void testCancelAll()
   {
     int tasks = 3;
-    ExecutorService service = Executors.newFixedThreadPool(tasks);
+    ExecutorService service = Execs.multiThreaded(tasks, "GuavaUtilsTest-%d");
     ListeningExecutorService exc = MoreExecutors.listeningDecorator(service);
     AtomicInteger index = new AtomicInteger(0);
     //a flag what time to throw exception.
diff --git a/core/src/test/java/org/apache/druid/java/util/common/lifecycle/LifecycleTest.java b/core/src/test/java/org/apache/druid/java/util/common/lifecycle/LifecycleTest.java
index db6aee1f0e0..dbd0f4ed2d7 100644
--- a/core/src/test/java/org/apache/druid/java/util/common/lifecycle/LifecycleTest.java
+++ b/core/src/test/java/org/apache/druid/java/util/common/lifecycle/LifecycleTest.java
@@ -25,6 +25,7 @@ import com.google.common.util.concurrent.ListenableFuture;
 import com.google.common.util.concurrent.ListeningExecutorService;
 import com.google.common.util.concurrent.MoreExecutors;
 import org.apache.druid.java.util.common.ISE;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.junit.Assert;
 import org.junit.Test;
 
@@ -33,7 +34,6 @@ import java.util.Arrays;
 import java.util.Collection;
 import java.util.List;
 import java.util.concurrent.CountDownLatch;
-import java.util.concurrent.Executors;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicInteger;
 import java.util.concurrent.atomic.AtomicLong;
@@ -61,7 +61,10 @@ public class LifecycleTest
   public void testConcurrentStartStopOnce() throws Exception
   {
     final int numThreads = 10;
-    ListeningExecutorService executorService = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(numThreads));
+    ListeningExecutorService executorService = MoreExecutors.listeningDecorator(Execs.multiThreaded(
+        numThreads,
+        "LifecycleTest-%d"
+    ));
 
     final Lifecycle lifecycle = new Lifecycle();
     final AtomicLong handlerFailedCount = new AtomicLong(0L);
diff --git a/indexing-hadoop/src/test/java/org/apache/druid/indexer/HdfsClasspathSetupTest.java b/indexing-hadoop/src/test/java/org/apache/druid/indexer/HdfsClasspathSetupTest.java
index d0a23a8da3c..f3d19f454af 100644
--- a/indexing-hadoop/src/test/java/org/apache/druid/indexer/HdfsClasspathSetupTest.java
+++ b/indexing-hadoop/src/test/java/org/apache/druid/indexer/HdfsClasspathSetupTest.java
@@ -28,6 +28,7 @@ import org.apache.druid.common.utils.UUIDUtils;
 import org.apache.druid.java.util.common.FileUtils;
 import org.apache.druid.java.util.common.IOE;
 import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.fs.FileSystem;
 import org.apache.hadoop.fs.LocalFileSystem;
@@ -53,7 +54,6 @@ import java.util.List;
 import java.util.concurrent.Callable;
 import java.util.concurrent.CyclicBarrier;
 import java.util.concurrent.ExecutionException;
-import java.util.concurrent.Executors;
 import java.util.concurrent.TimeUnit;
 import java.util.concurrent.TimeoutException;
 
@@ -158,7 +158,7 @@ public class HdfsClasspathSetupTest
   public void testConcurrentUpload() throws InterruptedException, ExecutionException, TimeoutException
   {
     final int concurrency = 10;
-    ListeningExecutorService pool = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(concurrency));
+    ListeningExecutorService pool = MoreExecutors.listeningDecorator(Execs.multiThreaded(concurrency, "HdfsClasspathSetupTest-%d"));
     // barrier ensures that all jobs try to add files to classpath at same time.
     final CyclicBarrier barrier = new CyclicBarrier(concurrency);
     final Path expectedJarPath = new Path(finalClasspath, dummyJarFile.getName());
diff --git a/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java b/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java
index 3cabeb6c674..ea70ac5548d 100644
--- a/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java
+++ b/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java
@@ -97,6 +97,7 @@ import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.java.util.common.Pair;
 import org.apache.druid.java.util.common.RE;
 import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.granularity.Granularities;
 import org.apache.druid.java.util.common.guava.Comparators;
 import org.apache.druid.java.util.common.jackson.JacksonUtils;
@@ -176,7 +177,6 @@ import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.Executor;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
 
 @RunWith(Parameterized.class)
 public class TaskLifecycleTest extends InitializedNullHandlingTest
@@ -1364,7 +1364,7 @@ public class TaskLifecycleTest extends InitializedNullHandlingTest
   @Test
   public void testUnifiedAppenderatorsManagerCleanup() throws Exception
   {
-    final ExecutorService exec = Executors.newFixedThreadPool(8);
+    final ExecutorService exec = Execs.multiThreaded(8, "TaskLifecycleTest-%d");
 
     UnifiedIndexerAppenderatorsManager unifiedIndexerAppenderatorsManager = new UnifiedIndexerAppenderatorsManager(
         new ForwardingQueryProcessingPool(exec),
diff --git a/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLockBoxConcurrencyTest.java b/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLockBoxConcurrencyTest.java
index 761dee61efd..9c198f42917 100644
--- a/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLockBoxConcurrencyTest.java
+++ b/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLockBoxConcurrencyTest.java
@@ -29,6 +29,7 @@ import org.apache.druid.indexing.common.task.NoopTask;
 import org.apache.druid.indexing.common.task.Task;
 import org.apache.druid.jackson.DefaultObjectMapper;
 import org.apache.druid.java.util.common.Intervals;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.metadata.DerbyMetadataStorageActionHandlerFactory;
 import org.apache.druid.metadata.EntryExistsException;
 import org.apache.druid.metadata.IndexerSQLMetadataStorageCoordinator;
@@ -45,7 +46,6 @@ import java.util.List;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.ExecutionException;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
 import java.util.concurrent.Future;
 
 public class TaskLockBoxConcurrencyTest
@@ -77,7 +77,7 @@ public class TaskLockBoxConcurrencyTest
         taskStorage,
         new IndexerSQLMetadataStorageCoordinator(objectMapper, derby.metadataTablesConfigSupplier().get(), derbyConnector)
     );
-    service = Executors.newFixedThreadPool(2);
+    service = Execs.multiThreaded(2, "TaskLockBoxConcurrencyTest-%d");
   }
 
   @After
diff --git a/processing/src/test/java/org/apache/druid/query/ChainedExecutionQueryRunnerTest.java b/processing/src/test/java/org/apache/druid/query/ChainedExecutionQueryRunnerTest.java
index b1b5084a70c..8c2cc8573c7 100644
--- a/processing/src/test/java/org/apache/druid/query/ChainedExecutionQueryRunnerTest.java
+++ b/processing/src/test/java/org/apache/druid/query/ChainedExecutionQueryRunnerTest.java
@@ -24,6 +24,7 @@ import com.google.common.collect.Lists;
 import com.google.common.collect.Sets;
 import com.google.common.util.concurrent.Futures;
 import com.google.common.util.concurrent.ListenableFuture;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.guava.Sequence;
 import org.apache.druid.java.util.common.guava.Sequences;
 import org.apache.druid.java.util.common.lifecycle.Lifecycle;
@@ -50,7 +51,6 @@ import java.util.concurrent.ArrayBlockingQueue;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.ExecutionException;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
 import java.util.concurrent.Future;
 import java.util.concurrent.locks.Lock;
 import java.util.concurrent.locks.ReentrantLock;
@@ -133,7 +133,7 @@ public class ChainedExecutionQueryRunnerTest
                                   .build();
     final Sequence seq = chainedRunner.run(QueryPlus.wrap(query));
 
-    Future resultFuture = Executors.newFixedThreadPool(1).submit(
+    Future resultFuture = Execs.multiThreaded(1, "ChainedExecutionQueryRunnerTest-%d").submit(
         new Runnable()
         {
           @Override
@@ -258,7 +258,7 @@ public class ChainedExecutionQueryRunnerTest
                                   .build();
     final Sequence seq = chainedRunner.run(QueryPlus.wrap(query));
 
-    Future resultFuture = Executors.newFixedThreadPool(1).submit(
+    Future resultFuture = Execs.multiThreaded(1, "ChainedExecutionQueryRunnerTest-%d").submit(
         new Runnable()
         {
           @Override
diff --git a/processing/src/test/java/org/apache/druid/query/groupby/having/DimFilterHavingSpecTest.java b/processing/src/test/java/org/apache/druid/query/groupby/having/DimFilterHavingSpecTest.java
index 93bc3e64122..d54b3e94e68 100644
--- a/processing/src/test/java/org/apache/druid/query/groupby/having/DimFilterHavingSpecTest.java
+++ b/processing/src/test/java/org/apache/druid/query/groupby/having/DimFilterHavingSpecTest.java
@@ -20,7 +20,9 @@
 package org.apache.druid.query.groupby.having;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.google.common.util.concurrent.MoreExecutors;
 import org.apache.druid.jackson.DefaultObjectMapper;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.granularity.Granularities;
 import org.apache.druid.query.dimension.DefaultDimensionSpec;
 import org.apache.druid.query.filter.SelectorDimFilter;
@@ -39,7 +41,6 @@ import java.util.ArrayList;
 import java.util.List;
 import java.util.concurrent.ExecutionException;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
 import java.util.concurrent.Future;
 
 public class DimFilterHavingSpecTest
@@ -85,7 +86,7 @@ public class DimFilterHavingSpecTest
   @Ignore // Doesn't always pass. The check in "eval" is best effort and not guaranteed to detect concurrent usage.
   public void testConcurrentUsage() throws Exception
   {
-    final ExecutorService exec = Executors.newFixedThreadPool(2);
+    final ExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(2, "DimFilterHavingSpecTest-%d"));
     final DimFilterHavingSpec havingSpec = new DimFilterHavingSpec(new SelectorDimFilter("foo", "1", null), null);
     final List<Future<?>> futures = new ArrayList<>();
 
diff --git a/processing/src/test/java/org/apache/druid/segment/data/IncrementalIndexTest.java b/processing/src/test/java/org/apache/druid/segment/data/IncrementalIndexTest.java
index 77309ff2777..9835284050d 100644
--- a/processing/src/test/java/org/apache/druid/segment/data/IncrementalIndexTest.java
+++ b/processing/src/test/java/org/apache/druid/segment/data/IncrementalIndexTest.java
@@ -35,6 +35,7 @@ import org.apache.druid.data.input.Row;
 import org.apache.druid.data.input.impl.DimensionsSpec;
 import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.granularity.Granularities;
 import org.apache.druid.java.util.common.guava.Accumulator;
 import org.apache.druid.java.util.common.guava.Sequence;
@@ -639,7 +640,7 @@ public class IncrementalIndexTest extends InitializedNullHandlingTest
     final int threadCount = 10;
     final int elementsPerThread = 200;
     final int dimensionCount = 5;
-    ExecutorService executor = Executors.newFixedThreadPool(threadCount);
+    ExecutorService executor = Execs.multiThreaded(threadCount, "IncrementalIndexTest-%d");
     final long timestamp = System.currentTimeMillis();
     final CountDownLatch latch = new CountDownLatch(threadCount);
     for (int j = 0; j < threadCount; j++) {
diff --git a/processing/src/test/java/org/apache/druid/segment/filter/FloatAndDoubleFilteringTest.java b/processing/src/test/java/org/apache/druid/segment/filter/FloatAndDoubleFilteringTest.java
index f8d24013e51..f61ed0f14c0 100644
--- a/processing/src/test/java/org/apache/druid/segment/filter/FloatAndDoubleFilteringTest.java
+++ b/processing/src/test/java/org/apache/druid/segment/filter/FloatAndDoubleFilteringTest.java
@@ -37,6 +37,7 @@ import org.apache.druid.data.input.impl.TimeAndDimsParseSpec;
 import org.apache.druid.data.input.impl.TimestampSpec;
 import org.apache.druid.java.util.common.DateTimes;
 import org.apache.druid.java.util.common.Pair;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.js.JavaScriptConfig;
 import org.apache.druid.query.extraction.MapLookupExtractor;
 import org.apache.druid.query.filter.BoundDimFilter;
@@ -65,7 +66,6 @@ import java.util.Arrays;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
-import java.util.concurrent.Executors;
 import java.util.concurrent.TimeUnit;
 
 @RunWith(Parameterized.class)
@@ -418,7 +418,7 @@ public class FloatAndDoubleFilteringTest extends BaseFilterTest
   )
   {
     ListeningExecutorService executor = MoreExecutors.listeningDecorator(
-        Executors.newFixedThreadPool(EXECUTOR_NUM_THREADS)
+        Execs.multiThreaded(EXECUTOR_NUM_THREADS, "FloatAndDoubleFilteringTest-%d")
     );
 
     List<ListenableFuture<?>> futures = new ArrayList<>();
diff --git a/processing/src/test/java/org/apache/druid/segment/filter/LongFilteringTest.java b/processing/src/test/java/org/apache/druid/segment/filter/LongFilteringTest.java
index 35f7cab997c..d24c599eceb 100644
--- a/processing/src/test/java/org/apache/druid/segment/filter/LongFilteringTest.java
+++ b/processing/src/test/java/org/apache/druid/segment/filter/LongFilteringTest.java
@@ -34,6 +34,7 @@ import org.apache.druid.data.input.impl.TimeAndDimsParseSpec;
 import org.apache.druid.data.input.impl.TimestampSpec;
 import org.apache.druid.java.util.common.DateTimes;
 import org.apache.druid.java.util.common.Pair;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.js.JavaScriptConfig;
 import org.apache.druid.query.aggregation.LongSumAggregatorFactory;
 import org.apache.druid.query.extraction.MapLookupExtractor;
@@ -63,7 +64,6 @@ import java.util.Arrays;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
-import java.util.concurrent.Executors;
 import java.util.concurrent.TimeUnit;
 
 @RunWith(Parameterized.class)
@@ -433,7 +433,7 @@ public class LongFilteringTest extends BaseFilterTest
       final List<String> expectedRows
   )
   {
-    ListeningExecutorService executor = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(EXECUTOR_NUM_THREADS));
+    ListeningExecutorService executor = MoreExecutors.listeningDecorator(Execs.multiThreaded(EXECUTOR_NUM_THREADS, "LongFilteringTest-%d"));
 
     List<ListenableFuture<?>> futures = new ArrayList<>();
 
diff --git a/processing/src/test/java/org/apache/druid/segment/nested/NestedDataColumnSupplierTest.java b/processing/src/test/java/org/apache/druid/segment/nested/NestedDataColumnSupplierTest.java
index 251496ee395..a0ad1c6ae28 100644
--- a/processing/src/test/java/org/apache/druid/segment/nested/NestedDataColumnSupplierTest.java
+++ b/processing/src/test/java/org/apache/druid/segment/nested/NestedDataColumnSupplierTest.java
@@ -29,6 +29,7 @@ import com.google.common.util.concurrent.ListeningExecutorService;
 import com.google.common.util.concurrent.MoreExecutors;
 import org.apache.druid.collections.bitmap.RoaringBitmapFactory;
 import org.apache.druid.guice.NestedDataModule;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.io.Closer;
 import org.apache.druid.java.util.common.io.smoosh.FileSmoosher;
 import org.apache.druid.java.util.common.io.smoosh.SmooshedFileMapper;
@@ -79,7 +80,6 @@ import java.util.TreeMap;
 import java.util.TreeSet;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.ExecutionException;
-import java.util.concurrent.Executors;
 import java.util.concurrent.atomic.AtomicReference;
 
 public class NestedDataColumnSupplierTest extends InitializedNullHandlingTest
@@ -201,7 +201,9 @@ public class NestedDataColumnSupplierTest extends InitializedNullHandlingTest
     final AtomicReference<String> failureReason = new AtomicReference<>(expectedReason);
 
     final int threads = 10;
-    ListeningExecutorService executorService = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(threads));
+    ListeningExecutorService executorService = MoreExecutors.listeningDecorator(
+        Execs.multiThreaded(threads, "NestedDataColumnSupplierTest-%d")
+    );
     Collection<ListenableFuture<?>> futures = new ArrayList<>(threads);
     final CountDownLatch threadsStartLatch = new CountDownLatch(1);
     for (int i = 0; i < threads; ++i) {
diff --git a/server/src/test/java/org/apache/druid/client/client/BatchServerInventoryViewTest.java b/server/src/test/java/org/apache/druid/client/client/BatchServerInventoryViewTest.java
index 25ac1ba34bc..330fe98332d 100644
--- a/server/src/test/java/org/apache/druid/client/client/BatchServerInventoryViewTest.java
+++ b/server/src/test/java/org/apache/druid/client/client/BatchServerInventoryViewTest.java
@@ -72,7 +72,6 @@ import java.util.List;
 import java.util.Set;
 import java.util.concurrent.Callable;
 import java.util.concurrent.CountDownLatch;
-import java.util.concurrent.Executors;
 import java.util.concurrent.TimeUnit;
 import java.util.concurrent.atomic.AtomicInteger;
 
@@ -426,7 +425,7 @@ public class BatchServerInventoryViewTest
   public void testSameTimeZnode() throws Exception
   {
     final int numThreads = INITIAL_SEGMENTS / 10;
-    final ListeningExecutorService executor = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(numThreads));
+    final ListeningExecutorService executor = MoreExecutors.listeningDecorator(Execs.multiThreaded(numThreads, "BatchServerInventoryViewTest-%d"));
 
     segmentAnnouncer.announceSegments(testSegments);
 
diff --git a/server/src/test/java/org/apache/druid/server/SegmentManagerTest.java b/server/src/test/java/org/apache/druid/server/SegmentManagerTest.java
index 620dbd26eba..65afb8ea7ab 100644
--- a/server/src/test/java/org/apache/druid/server/SegmentManagerTest.java
+++ b/server/src/test/java/org/apache/druid/server/SegmentManagerTest.java
@@ -24,6 +24,7 @@ import com.google.common.collect.ImmutableMap;
 import com.google.common.collect.Ordering;
 import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.java.util.common.MapUtils;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.query.TableDataSource;
 import org.apache.druid.segment.QueryableIndex;
 import org.apache.druid.segment.ReferenceCountingSegment;
@@ -54,7 +55,6 @@ import java.util.Optional;
 import java.util.Set;
 import java.util.concurrent.ExecutionException;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
 import java.util.concurrent.Future;
 import java.util.stream.Collectors;
 
@@ -205,7 +205,7 @@ public class SegmentManagerTest
   public void setup()
   {
     segmentManager = new SegmentManager(SEGMENT_LOADER);
-    executor = Executors.newFixedThreadPool(SEGMENTS.size());
+    executor = Execs.multiThreaded(SEGMENTS.size(), "SegmentManagerTest-%d");
   }
 
   @After
diff --git a/server/src/test/java/org/apache/druid/server/coordination/ServerManagerTest.java b/server/src/test/java/org/apache/druid/server/coordination/ServerManagerTest.java
index 433759ba825..9b9bf015efe 100644
--- a/server/src/test/java/org/apache/druid/server/coordination/ServerManagerTest.java
+++ b/server/src/test/java/org/apache/druid/server/coordination/ServerManagerTest.java
@@ -36,6 +36,7 @@ import org.apache.druid.java.util.common.ISE;
 import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.java.util.common.MapUtils;
 import org.apache.druid.java.util.common.Pair;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.granularity.Granularities;
 import org.apache.druid.java.util.common.granularity.Granularity;
 import org.apache.druid.java.util.common.guava.Sequence;
@@ -119,7 +120,6 @@ import java.util.Map;
 import java.util.Optional;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
 import java.util.concurrent.Future;
 import java.util.concurrent.TimeUnit;
 
@@ -147,7 +147,7 @@ public class ServerManagerTest
     queryWaitYieldLatch = new CountDownLatch(1);
     queryNotifyLatch = new CountDownLatch(1);
     factory = new MyQueryRunnerFactory(queryWaitLatch, queryWaitYieldLatch, queryNotifyLatch);
-    serverManagerExec = Executors.newFixedThreadPool(2);
+    serverManagerExec = Execs.multiThreaded(2, "ServerManagerTest-%d");
     segmentManager = new SegmentManager(
         new SegmentLoader()
         {
diff --git a/server/src/test/java/org/apache/druid/server/coordinator/BalanceSegmentsTest.java b/server/src/test/java/org/apache/druid/server/coordinator/BalanceSegmentsTest.java
index e2bb7a816ba..740eb76d263 100644
--- a/server/src/test/java/org/apache/druid/server/coordinator/BalanceSegmentsTest.java
+++ b/server/src/test/java/org/apache/druid/server/coordinator/BalanceSegmentsTest.java
@@ -26,6 +26,7 @@ import com.google.common.util.concurrent.MoreExecutors;
 import org.apache.druid.client.ImmutableDruidServer;
 import org.apache.druid.client.ImmutableDruidServerTests;
 import org.apache.druid.java.util.common.DateTimes;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.server.coordination.ServerType;
 import org.apache.druid.timeline.DataSegment;
 import org.apache.druid.timeline.partition.NoneShardSpec;
@@ -44,7 +45,6 @@ import java.util.HashMap;
 import java.util.Iterator;
 import java.util.List;
 import java.util.Set;
-import java.util.concurrent.Executors;
 import java.util.concurrent.atomic.AtomicInteger;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
@@ -161,7 +161,7 @@ public class BalanceSegmentsTest
     druidServers = ImmutableList.of(druidServer1, druidServer2, druidServer3, druidServer4);
     peons = ImmutableList.of(peon1, peon2, peon3, peon4);
 
-    balancerStrategyExecutor = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    balancerStrategyExecutor = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "BalanceSegmentsTest-%d"));
     balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(balancerStrategyExecutor);
 
     broadcastDatasources = Collections.singleton("datasourceBroadcast");
diff --git a/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyBenchmark.java b/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyBenchmark.java
index 410ed9fe346..881698f7a28 100644
--- a/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyBenchmark.java
+++ b/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyBenchmark.java
@@ -23,6 +23,7 @@ import com.carrotsearch.junitbenchmarks.AbstractBenchmark;
 import com.carrotsearch.junitbenchmarks.BenchmarkOptions;
 import com.google.common.util.concurrent.MoreExecutors;
 import org.apache.druid.java.util.common.Intervals;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.timeline.DataSegment;
 import org.joda.time.Interval;
 import org.junit.AfterClass;
@@ -34,7 +35,6 @@ import org.junit.runners.Parameterized;
 
 import java.util.Arrays;
 import java.util.List;
-import java.util.concurrent.Executors;
 
 @Ignore
 @RunWith(Parameterized.class)
@@ -46,11 +46,11 @@ public class CostBalancerStrategyBenchmark extends AbstractBenchmark
     return Arrays.asList(
         new CostBalancerStrategy[] {
             new CostBalancerStrategy(MoreExecutors.listeningDecorator(
-                Executors.newFixedThreadPool(1)))
+                Execs.multiThreaded(1, "CostBalancerStrategyBenchmark-%d")))
         },
         new CostBalancerStrategy[] {
             new CostBalancerStrategy(MoreExecutors.listeningDecorator(
-                Executors.newFixedThreadPool(4)))
+                Execs.multiThreaded(4, "CostBalancerStrategyBenchmark-%d")))
         }
     );
   }
diff --git a/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyTest.java b/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyTest.java
index 32146b91595..2e2d2a44f9a 100644
--- a/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyTest.java
+++ b/server/src/test/java/org/apache/druid/server/coordinator/CostBalancerStrategyTest.java
@@ -26,6 +26,7 @@ import org.apache.druid.client.ImmutableDruidServer;
 import org.apache.druid.client.ImmutableDruidServerTests;
 import org.apache.druid.java.util.common.DateTimes;
 import org.apache.druid.java.util.common.Intervals;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.server.coordination.DruidServerMetadata;
 import org.apache.druid.server.coordination.ServerType;
 import org.apache.druid.timeline.DataSegment;
@@ -42,7 +43,6 @@ import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.ConcurrentHashMap;
-import java.util.concurrent.Executors;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
 
@@ -138,7 +138,7 @@ public class CostBalancerStrategyTest
     DataSegment segment = getSegment(1000);
 
     BalancerStrategy strategy = new CostBalancerStrategy(
-        MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(4))
+        MoreExecutors.listeningDecorator(Execs.multiThreaded(4, "CostBalancerStrategyTest-%d"))
     );
     ServerHolder holder = strategy.findNewSegmentHomeReplicator(segment, serverHolderList);
     Assert.assertNotNull("Should be able to find a place for new segment!!", holder);
@@ -152,7 +152,7 @@ public class CostBalancerStrategyTest
     DataSegment segment = getSegment(1000);
 
     BalancerStrategy strategy = new CostBalancerStrategy(
-        MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1))
+        MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "CostBalancerStrategyTest-%d"))
     );
     ServerHolder holder = strategy.findNewSegmentHomeReplicator(segment, serverHolderList);
     Assert.assertNotNull("Should be able to find a place for new segment!!", holder);
@@ -163,9 +163,6 @@ public class CostBalancerStrategyTest
   public void testComputeJointSegmentCost()
   {
     DateTime referenceTime = DateTimes.of("2014-01-01T00:00:00");
-    CostBalancerStrategy strategy = new CostBalancerStrategy(
-        MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(4))
-    );
     double segmentCost = CostBalancerStrategy.computeJointSegmentsCost(
         getSegment(
             100,
diff --git a/server/src/test/java/org/apache/druid/server/coordinator/DiskNormalizedCostBalancerStrategyTest.java b/server/src/test/java/org/apache/druid/server/coordinator/DiskNormalizedCostBalancerStrategyTest.java
index 986ec98d2e3..9a73e58e12e 100644
--- a/server/src/test/java/org/apache/druid/server/coordinator/DiskNormalizedCostBalancerStrategyTest.java
+++ b/server/src/test/java/org/apache/druid/server/coordinator/DiskNormalizedCostBalancerStrategyTest.java
@@ -25,6 +25,7 @@ import org.apache.druid.client.ImmutableDruidDataSource;
 import org.apache.druid.client.ImmutableDruidServer;
 import org.apache.druid.client.ImmutableDruidServerTests;
 import org.apache.druid.java.util.common.Intervals;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.server.coordination.DruidServerMetadata;
 import org.apache.druid.server.coordination.ServerType;
 import org.apache.druid.timeline.DataSegment;
@@ -37,7 +38,6 @@ import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 import java.util.concurrent.ConcurrentHashMap;
-import java.util.concurrent.Executors;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
 
@@ -132,7 +132,7 @@ public class DiskNormalizedCostBalancerStrategyTest
     DataSegment segment = getSegment(1000);
 
     BalancerStrategy strategy = new DiskNormalizedCostBalancerStrategy(
-        MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(4))
+        MoreExecutors.listeningDecorator(Execs.multiThreaded(4, "DiskNormalizedCostBalancerStrategyTest-%d"))
     );
     ServerHolder holder = strategy.findNewSegmentHomeReplicator(segment, serverHolderList);
     Assert.assertNotNull("Should be able to find a place for new segment!!", holder);
@@ -146,7 +146,7 @@ public class DiskNormalizedCostBalancerStrategyTest
     DataSegment segment = getSegment(1000);
 
     BalancerStrategy strategy = new DiskNormalizedCostBalancerStrategy(
-        MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1))
+        MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "DiskNormalizedCostBalancerStrategyTest-%d"))
     );
     ServerHolder holder = strategy.findNewSegmentHomeReplicator(segment, serverHolderList);
     Assert.assertNotNull("Should be able to find a place for new segment!!", holder);
diff --git a/server/src/test/java/org/apache/druid/server/coordinator/RunRulesTest.java b/server/src/test/java/org/apache/druid/server/coordinator/RunRulesTest.java
index eb3be4c8951..3256a0ad766 100644
--- a/server/src/test/java/org/apache/druid/server/coordinator/RunRulesTest.java
+++ b/server/src/test/java/org/apache/druid/server/coordinator/RunRulesTest.java
@@ -26,6 +26,7 @@ import com.google.common.util.concurrent.MoreExecutors;
 import org.apache.druid.client.DruidServer;
 import org.apache.druid.java.util.common.DateTimes;
 import org.apache.druid.java.util.common.Intervals;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.granularity.Granularities;
 import org.apache.druid.java.util.emitter.EmittingLogger;
 import org.apache.druid.java.util.emitter.service.ServiceEmitter;
@@ -53,7 +54,6 @@ import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Set;
-import java.util.concurrent.Executors;
 
 /**
  */
@@ -136,7 +136,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy)
@@ -207,7 +207,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy)
@@ -283,7 +283,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy)
@@ -388,7 +388,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy).build();
@@ -452,7 +452,7 @@ public class RunRulesTest
 
     SegmentReplicantLookup segmentReplicantLookup = SegmentReplicantLookup.make(druidCluster, false);
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = createCoordinatorRuntimeParams(druidCluster)
@@ -510,7 +510,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy)
@@ -604,7 +604,7 @@ public class RunRulesTest
 
     SegmentReplicantLookup segmentReplicantLookup = SegmentReplicantLookup.make(druidCluster, false);
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = createCoordinatorRuntimeParams(druidCluster)
@@ -660,7 +660,7 @@ public class RunRulesTest
 
     SegmentReplicantLookup segmentReplicantLookup = SegmentReplicantLookup.make(druidCluster, false);
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = createCoordinatorRuntimeParams(druidCluster)
@@ -720,7 +720,7 @@ public class RunRulesTest
 
     SegmentReplicantLookup segmentReplicantLookup = SegmentReplicantLookup.make(druidCluster, false);
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = createCoordinatorRuntimeParams(druidCluster)
@@ -772,7 +772,7 @@ public class RunRulesTest
 
     SegmentReplicantLookup segmentReplicantLookup = SegmentReplicantLookup.make(druidCluster, false);
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = createCoordinatorRuntimeParams(druidCluster)
@@ -838,7 +838,7 @@ public class RunRulesTest
 
     SegmentReplicantLookup segmentReplicantLookup = SegmentReplicantLookup.make(druidCluster, false);
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = CoordinatorRuntimeParamsTestHelpers
@@ -903,7 +903,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy).build();
@@ -1015,7 +1015,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy).build();
@@ -1087,7 +1087,7 @@ public class RunRulesTest
 
     SegmentReplicantLookup segmentReplicantLookup = SegmentReplicantLookup.make(druidCluster, false);
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = CoordinatorRuntimeParamsTestHelpers
@@ -1166,7 +1166,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     BalancerStrategy balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = CoordinatorRuntimeParamsTestHelpers
@@ -1426,7 +1426,7 @@ public class RunRulesTest
         )
         .build();
 
-    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    ListeningExecutorService exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "RunRulesTest-%d"));
     CostBalancerStrategy balancerStrategy = new CostBalancerStrategy(exec);
 
     DruidCoordinatorRuntimeParams params = makeCoordinatorRuntimeParams(druidCluster, balancerStrategy, Collections.singletonList(dataSegment))
diff --git a/server/src/test/java/org/apache/druid/server/coordinator/rules/LoadRuleTest.java b/server/src/test/java/org/apache/druid/server/coordinator/rules/LoadRuleTest.java
index b039834e7b3..db62444c6ed 100644
--- a/server/src/test/java/org/apache/druid/server/coordinator/rules/LoadRuleTest.java
+++ b/server/src/test/java/org/apache/druid/server/coordinator/rules/LoadRuleTest.java
@@ -31,6 +31,7 @@ import org.apache.druid.jackson.DefaultObjectMapper;
 import org.apache.druid.java.util.common.DateTimes;
 import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.java.util.common.JodaUtils;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.common.logger.Logger;
 import org.apache.druid.java.util.emitter.EmittingLogger;
 import org.apache.druid.java.util.emitter.core.LoggingEmitter;
@@ -72,7 +73,6 @@ import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
-import java.util.concurrent.Executors;
 import java.util.concurrent.atomic.AtomicInteger;
 
 /**
@@ -121,7 +121,7 @@ public class LoadRuleTest
     EMITTER.start();
     throttler = EasyMock.createMock(ReplicationThrottler.class);
 
-    exec = MoreExecutors.listeningDecorator(Executors.newFixedThreadPool(1));
+    exec = MoreExecutors.listeningDecorator(Execs.multiThreaded(1, "LoadRuleTest-%d"));
     balancerStrategy = new CostBalancerStrategyFactory().createBalancerStrategy(exec);
     cachingCostBalancerStrategy = new CachingCostBalancerStrategy(ClusterCostCache.builder().build(), exec);
 
diff --git a/server/src/test/java/org/apache/druid/server/initialization/JettyTest.java b/server/src/test/java/org/apache/druid/server/initialization/JettyTest.java
index ff8ae569d26..a2fcea83434 100644
--- a/server/src/test/java/org/apache/druid/server/initialization/JettyTest.java
+++ b/server/src/test/java/org/apache/druid/server/initialization/JettyTest.java
@@ -34,6 +34,7 @@ import org.apache.druid.guice.LazySingleton;
 import org.apache.druid.guice.LifecycleModule;
 import org.apache.druid.guice.annotations.Self;
 import org.apache.druid.initialization.Initialization;
+import org.apache.druid.java.util.common.concurrent.Execs;
 import org.apache.druid.java.util.http.client.HttpClient;
 import org.apache.druid.java.util.http.client.HttpClientConfig;
 import org.apache.druid.java.util.http.client.HttpClientInit;
@@ -285,7 +286,7 @@ public class JettyTest extends BaseJettyTest
   public void testTimeouts() throws Exception
   {
     // test for request timeouts properly not locking up all threads
-    final ExecutorService executor = Executors.newFixedThreadPool(100);
+    final ExecutorService executor = Execs.multiThreaded(100, "JettyTest-%d");
     final AtomicLong count = new AtomicLong(0);
     final CountDownLatch latch = new CountDownLatch(1000);
     for (int i = 0; i < 10000; i++) {
diff --git a/sql/src/test/java/org/apache/druid/sql/avatica/DruidAvaticaHandlerTest.java b/sql/src/test/java/org/apache/druid/sql/avatica/DruidAvaticaHandlerTest.java
index 748ed20ce3c..deccbf497de 100644
--- a/sql/src/test/java/org/apache/druid/sql/avatica/DruidAvaticaHandlerTest.java
+++ b/sql/src/test/java/org/apache/druid/sql/avatica/DruidAvaticaHandlerTest.java
@@ -122,7 +122,6 @@ import java.util.Map;
 import java.util.Properties;
 import java.util.Set;
 import java.util.concurrent.ExecutionException;
-import java.util.concurrent.Executors;
 import java.util.concurrent.ScheduledExecutorService;
 
 /**
@@ -820,7 +819,7 @@ public class DruidAvaticaHandlerTest extends CalciteTestBase
   {
     final List<ListenableFuture<Integer>> futures = new ArrayList<>();
     final ListeningExecutorService exec = MoreExecutors.listeningDecorator(
-        Executors.newFixedThreadPool(AVATICA_CONFIG.getMaxStatementsPerConnection())
+        Execs.multiThreaded(AVATICA_CONFIG.getMaxStatementsPerConnection(), "DruidAvaticaHandlerTest-%d")
     );
     for (int i = 0; i < 2000; i++) {
       final String query = StringUtils.format("SELECT COUNT(*) + %s AS ci FROM foo", i);