diff --git a/include/jemalloc/internal/arena_externs.h b/include/jemalloc/internal/arena_externs.h
index f46820f4..c145c91e 100644
--- a/include/jemalloc/internal/arena_externs.h
+++ b/include/jemalloc/internal/arena_externs.h
@@ -17,6 +17,9 @@ extern const char *percpu_arena_mode_names[];
 extern const uint64_t h_steps[SMOOTHSTEP_NSTEPS];
 extern malloc_mutex_t arenas_lock;
 
+extern size_t opt_huge_threshold;
+extern size_t huge_threshold;
+
 void arena_basic_stats_merge(tsdn_t *tsdn, arena_t *arena,
     unsigned *nthreads, const char **dss, ssize_t *dirty_decay_ms,
     ssize_t *muzzy_decay_ms, size_t *nactive, size_t *ndirty, size_t *nmuzzy);
@@ -81,6 +84,8 @@ void arena_nthreads_inc(arena_t *arena, bool internal);
 void arena_nthreads_dec(arena_t *arena, bool internal);
 size_t arena_extent_sn_next(arena_t *arena);
 arena_t *arena_new(tsdn_t *tsdn, unsigned ind, extent_hooks_t *extent_hooks);
+bool arena_init_huge(void);
+arena_t *arena_choose_huge(tsd_t *tsd);
 void arena_boot(void);
 void arena_prefork0(tsdn_t *tsdn, arena_t *arena);
 void arena_prefork1(tsdn_t *tsdn, arena_t *arena);
diff --git a/include/jemalloc/internal/arena_inlines_b.h b/include/jemalloc/internal/arena_inlines_b.h
index 2b7e77e7..401be758 100644
--- a/include/jemalloc/internal/arena_inlines_b.h
+++ b/include/jemalloc/internal/arena_inlines_b.h
@@ -8,6 +8,27 @@
 #include "jemalloc/internal/sz.h"
 #include "jemalloc/internal/ticker.h"
 
+JEMALLOC_ALWAYS_INLINE arena_t *
+arena_choose_maybe_huge(tsd_t *tsd, arena_t *arena, size_t size) {
+	if (arena != NULL) {
+		return arena;
+	}
+
+	/*
+	 * For huge allocations, use the dedicated huge arena if both are true:
+	 * 1) is using auto arena selection (i.e. arena == NULL), and 2) the
+	 * thread is not assigned to a manual arena.
+	 */
+	if (unlikely(size >= huge_threshold)) {
+		arena_t *tsd_arena = tsd_arena_get(tsd);
+		if (tsd_arena == NULL || arena_is_auto(tsd_arena)) {
+			return arena_choose_huge(tsd);
+		}
+	}
+
+	return arena_choose(tsd, NULL);
+}
+
 JEMALLOC_ALWAYS_INLINE prof_tctx_t *
 arena_prof_tctx_get(tsdn_t *tsdn, const void *ptr, alloc_ctx_t *alloc_ctx) {
 	cassert(config_prof);
diff --git a/include/jemalloc/internal/arena_types.h b/include/jemalloc/internal/arena_types.h
index 70001b5f..759713c9 100644
--- a/include/jemalloc/internal/arena_types.h
+++ b/include/jemalloc/internal/arena_types.h
@@ -40,4 +40,10 @@ typedef enum {
 #define PERCPU_ARENA_ENABLED(m)	((m) >= percpu_arena_mode_enabled_base)
 #define PERCPU_ARENA_DEFAULT	percpu_arena_disabled
 
+/*
+ * When allocation_size >= huge_threshold, use the dedicated huge arena (unless
+ * have explicitly spicified arena index).  0 disables the feature.
+ */
+#define HUGE_THRESHOLD_DEFAULT 0
+
 #endif /* JEMALLOC_INTERNAL_ARENA_TYPES_H */
diff --git a/include/jemalloc/internal/jemalloc_internal_inlines_b.h b/include/jemalloc/internal/jemalloc_internal_inlines_b.h
index 2e76e5d8..8b0ac462 100644
--- a/include/jemalloc/internal/jemalloc_internal_inlines_b.h
+++ b/include/jemalloc/internal/jemalloc_internal_inlines_b.h
@@ -71,7 +71,9 @@ arena_ichoose(tsd_t *tsd, arena_t *arena) {
 static inline bool
 arena_is_auto(arena_t *arena) {
 	assert(narenas_auto > 0);
-	return (arena_ind_get(arena) < narenas_auto);
+	unsigned offset = (opt_huge_threshold != 0) ? 1 : 0;
+
+	return (arena_ind_get(arena) < narenas_auto + offset);
 }
 
 JEMALLOC_ALWAYS_INLINE extent_t *
diff --git a/src/arena.c b/src/arena.c
index b5c3dbec..49d86d2c 100644
--- a/src/arena.c
+++ b/src/arena.c
@@ -42,6 +42,10 @@ const uint64_t h_steps[SMOOTHSTEP_NSTEPS] = {
 
 static div_info_t arena_binind_div_info[NBINS];
 
+size_t opt_huge_threshold = HUGE_THRESHOLD_DEFAULT;
+size_t huge_threshold = HUGE_THRESHOLD_DEFAULT;
+static unsigned huge_arena_ind;
+
 /******************************************************************************/
 /*
  * Function prototypes for static functions that are referenced prior to
@@ -1378,7 +1382,7 @@ arena_malloc_hard(tsdn_t *tsdn, arena_t *arena, size_t size, szind_t ind,
 	assert(!tsdn_null(tsdn) || arena != NULL);
 
 	if (likely(!tsdn_null(tsdn))) {
-		arena = arena_choose(tsdn_tsd(tsdn), arena);
+		arena = arena_choose_maybe_huge(tsdn_tsd(tsdn), arena, size);
 	}
 	if (unlikely(arena == NULL)) {
 		return NULL;
@@ -1939,6 +1943,58 @@ label_error:
 	return NULL;
 }
 
+arena_t *
+arena_choose_huge(tsd_t *tsd) {
+	/* huge_arena_ind can be 0 during init (will use a0). */
+	if (huge_arena_ind == 0) {
+		assert(!malloc_initialized());
+	}
+
+	arena_t *huge_arena = arena_get(tsd_tsdn(tsd), huge_arena_ind, false);
+	if (huge_arena == NULL) {
+		/* Create the huge arena on demand. */
+		assert(huge_arena_ind != 0);
+		huge_arena = arena_get(tsd_tsdn(tsd), huge_arena_ind, true);
+		if (huge_arena == NULL) {
+			return NULL;
+		}
+		/*
+		 * Purge eagerly for huge allocations, because: 1) number of
+		 * huge allocations is usually small, which means ticker based
+		 * decay is not reliable; and 2) less immediate reuse is
+		 * expected for huge allocations.
+		 */
+		if (arena_dirty_decay_ms_default_get() > 0) {
+			arena_dirty_decay_ms_set(tsd_tsdn(tsd), huge_arena, 0);
+		}
+		if (arena_muzzy_decay_ms_default_get() > 0) {
+			arena_muzzy_decay_ms_set(tsd_tsdn(tsd), huge_arena, 0);
+		}
+	}
+
+	return huge_arena;
+}
+
+bool
+arena_init_huge(void) {
+	bool huge_enabled;
+
+	/* The threshold should be large size class. */
+	if (opt_huge_threshold > LARGE_MAXCLASS ||
+	    opt_huge_threshold < LARGE_MINCLASS) {
+		opt_huge_threshold = 0;
+		huge_threshold = LARGE_MAXCLASS + PAGE;
+		huge_enabled = false;
+	} else {
+		/* Reserve the index for the huge arena. */
+		huge_arena_ind = narenas_total_get();
+		huge_threshold = opt_huge_threshold;
+		huge_enabled = true;
+	}
+
+	return huge_enabled;
+}
+
 void
 arena_boot(void) {
 	arena_dirty_decay_ms_default_set(opt_dirty_decay_ms);
diff --git a/src/jemalloc.c b/src/jemalloc.c
index 300e8976..594669c3 100644
--- a/src/jemalloc.c
+++ b/src/jemalloc.c
@@ -327,7 +327,7 @@ arena_init_locked(tsdn_t *tsdn, unsigned ind, extent_hooks_t *extent_hooks) {
 	 */
 	arena = arena_get(tsdn, ind, false);
 	if (arena != NULL) {
-		assert(ind < narenas_auto);
+		assert(arena_is_auto(arena));
 		return arena;
 	}
 
@@ -1142,11 +1142,15 @@ malloc_conf_init(void) {
 				CONF_HANDLE_BOOL(opt_xmalloc, "xmalloc")
 			}
 			CONF_HANDLE_BOOL(opt_tcache, "tcache")
+			CONF_HANDLE_SSIZE_T(opt_lg_tcache_max, "lg_tcache_max",
+			    -1, (sizeof(size_t) << 3) - 1)
+
+			CONF_HANDLE_SIZE_T(opt_huge_threshold, "huge_threshold",
+			    LARGE_MINCLASS, LARGE_MAXCLASS, yes, yes, false)
 			CONF_HANDLE_SIZE_T(opt_lg_extent_max_active_fit,
 			    "lg_extent_max_active_fit", 0,
 			    (sizeof(size_t) << 3), yes, yes, false)
-			CONF_HANDLE_SSIZE_T(opt_lg_tcache_max, "lg_tcache_max",
-			    -1, (sizeof(size_t) << 3) - 1)
+
 			if (strncmp("percpu_arena", k, klen) == 0) {
 				bool match = false;
 				for (int i = percpu_arena_mode_names_base; i <
@@ -1465,6 +1469,9 @@ malloc_init_narenas(void) {
 		    narenas_auto);
 	}
 	narenas_total_set(narenas_auto);
+	if (arena_init_huge()) {
+		narenas_total_inc();
+	}
 
 	return false;
 }
diff --git a/src/large.c b/src/large.c
index 4951f3ee..03eecfad 100644
--- a/src/large.c
+++ b/src/large.c
@@ -42,7 +42,7 @@ large_palloc(tsdn_t *tsdn, arena_t *arena, size_t usize, size_t alignment,
 	 */
 	is_zeroed = zero;
 	if (likely(!tsdn_null(tsdn))) {
-		arena = arena_choose(tsdn_tsd(tsdn), arena);
+		arena = arena_choose_maybe_huge(tsdn_tsd(tsdn), arena, usize);
 	}
 	if (unlikely(arena == NULL) || (extent = arena_extent_alloc_large(tsdn,
 	    arena, usize, alignment, &is_zeroed)) == NULL) {
diff --git a/test/unit/mallctl.c b/test/unit/mallctl.c
index 8a36c0a4..4ecf5bd2 100644
--- a/test/unit/mallctl.c
+++ b/test/unit/mallctl.c
@@ -341,6 +341,9 @@ TEST_BEGIN(test_thread_arena) {
 	sz = sizeof(unsigned);
 	assert_d_eq(mallctl("arenas.narenas", (void *)&narenas, &sz, NULL, 0),
 	    0, "Unexpected mallctl() failure");
+	if (opt_huge_threshold != 0) {
+		narenas--;
+	}
 	assert_u_eq(narenas, opt_narenas, "Number of arenas incorrect");
 
 	if (strcmp(opa, "disabled") == 0) {