diff --git a/src/backend/storage/ipc/procarray.c b/src/backend/storage/ipc/procarray.c
index 382f4cfb73..207c4b27fd 100644
--- a/src/backend/storage/ipc/procarray.c
+++ b/src/backend/storage/ipc/procarray.c
@@ -58,6 +58,7 @@
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "pgstat.h"
+#include "port/pg_lfind.h"
 #include "storage/proc.h"
 #include "storage/procarray.h"
 #include "storage/spin.h"
@@ -1586,14 +1587,9 @@ TransactionIdIsInProgress(TransactionId xid)
 	 */
 	topxid = SubTransGetTopmostTransaction(xid);
 	Assert(TransactionIdIsValid(topxid));
-	if (!TransactionIdEquals(topxid, xid))
-	{
-		for (int i = 0; i < nxids; i++)
-		{
-			if (TransactionIdEquals(xids[i], topxid))
-				return true;
-		}
-	}
+	if (!TransactionIdEquals(topxid, xid) &&
+		pg_lfind32(topxid, xids, nxids))
+		return true;
 
 	cachedXidIsNotInProgress = xid;
 	return false;
diff --git a/src/backend/storage/lmgr/predicate.c b/src/backend/storage/lmgr/predicate.c
index 5f2a4805d8..e8120174d6 100644
--- a/src/backend/storage/lmgr/predicate.c
+++ b/src/backend/storage/lmgr/predicate.c
@@ -202,6 +202,7 @@
 #include "access/xlog.h"
 #include "miscadmin.h"
 #include "pgstat.h"
+#include "port/pg_lfind.h"
 #include "storage/bufmgr.h"
 #include "storage/predicate.h"
 #include "storage/predicate_internals.h"
@@ -4065,7 +4066,6 @@ static bool
 XidIsConcurrent(TransactionId xid)
 {
 	Snapshot	snap;
-	uint32		i;
 
 	Assert(TransactionIdIsValid(xid));
 	Assert(!TransactionIdEquals(xid, GetTopTransactionIdIfAny()));
@@ -4078,13 +4078,7 @@ XidIsConcurrent(TransactionId xid)
 	if (TransactionIdFollowsOrEquals(xid, snap->xmax))
 		return true;
 
-	for (i = 0; i < snap->xcnt; i++)
-	{
-		if (xid == snap->xip[i])
-			return true;
-	}
-
-	return false;
+	return pg_lfind32(xid, snap->xip, snap->xcnt);
 }
 
 bool