diff --git a/block/blk-core.c b/block/blk-core.c
index 9e5e0277a4d95..269765d16cfd9 100644
--- a/block/blk-core.c
+++ b/block/blk-core.c
@@ -263,13 +263,7 @@ static void blk_free_queue_rcu(struct rcu_head *rcu_head)
 
 static void blk_free_queue(struct request_queue *q)
 {
-	if (q->poll_stat)
-		blk_stat_remove_callback(q, q->poll_cb);
-	blk_stat_free_callback(q->poll_cb);
-
 	blk_free_queue_stats(q->stats);
-	kfree(q->poll_stat);
-
 	if (queue_is_mq(q))
 		blk_mq_release(q);
 
diff --git a/block/blk-mq-debugfs.c b/block/blk-mq-debugfs.c
index b01818f8e216e..212a7f301e730 100644
--- a/block/blk-mq-debugfs.c
+++ b/block/blk-mq-debugfs.c
@@ -15,33 +15,8 @@
 #include "blk-mq-tag.h"
 #include "blk-rq-qos.h"
 
-static void print_stat(struct seq_file *m, struct blk_rq_stat *stat)
-{
-	if (stat->nr_samples) {
-		seq_printf(m, "samples=%d, mean=%llu, min=%llu, max=%llu",
-			   stat->nr_samples, stat->mean, stat->min, stat->max);
-	} else {
-		seq_puts(m, "samples=0");
-	}
-}
-
 static int queue_poll_stat_show(void *data, struct seq_file *m)
 {
-	struct request_queue *q = data;
-	int bucket;
-
-	if (!q->poll_stat)
-		return 0;
-
-	for (bucket = 0; bucket < (BLK_MQ_POLL_STATS_BKTS / 2); bucket++) {
-		seq_printf(m, "read  (%d Bytes): ", 1 << (9 + bucket));
-		print_stat(m, &q->poll_stat[2 * bucket]);
-		seq_puts(m, "\n");
-
-		seq_printf(m, "write (%d Bytes): ",  1 << (9 + bucket));
-		print_stat(m, &q->poll_stat[2 * bucket + 1]);
-		seq_puts(m, "\n");
-	}
 	return 0;
 }
 
@@ -282,7 +257,6 @@ static const char *const rqf_name[] = {
 	RQF_NAME(STATS),
 	RQF_NAME(SPECIAL_PAYLOAD),
 	RQF_NAME(ZONE_WRITE_LOCKED),
-	RQF_NAME(MQ_POLL_SLEPT),
 	RQF_NAME(TIMED_OUT),
 	RQF_NAME(ELV),
 	RQF_NAME(RESV),
diff --git a/block/blk-mq.c b/block/blk-mq.c
index a875b1cdff9b5..4e30459df8151 100644
--- a/block/blk-mq.c
+++ b/block/blk-mq.c
@@ -46,51 +46,15 @@
 
 static DEFINE_PER_CPU(struct llist_head, blk_cpu_done);
 
-static void blk_mq_poll_stats_start(struct request_queue *q);
-static void blk_mq_poll_stats_fn(struct blk_stat_callback *cb);
-
-static int blk_mq_poll_stats_bkt(const struct request *rq)
-{
-	int ddir, sectors, bucket;
-
-	ddir = rq_data_dir(rq);
-	sectors = blk_rq_stats_sectors(rq);
-
-	bucket = ddir + 2 * ilog2(sectors);
-
-	if (bucket < 0)
-		return -1;
-	else if (bucket >= BLK_MQ_POLL_STATS_BKTS)
-		return ddir + BLK_MQ_POLL_STATS_BKTS - 2;
-
-	return bucket;
-}
-
-#define BLK_QC_T_SHIFT		16
-#define BLK_QC_T_INTERNAL	(1U << 31)
-
 static inline struct blk_mq_hw_ctx *blk_qc_to_hctx(struct request_queue *q,
 		blk_qc_t qc)
 {
-	return xa_load(&q->hctx_table,
-			(qc & ~BLK_QC_T_INTERNAL) >> BLK_QC_T_SHIFT);
-}
-
-static inline struct request *blk_qc_to_rq(struct blk_mq_hw_ctx *hctx,
-		blk_qc_t qc)
-{
-	unsigned int tag = qc & ((1U << BLK_QC_T_SHIFT) - 1);
-
-	if (qc & BLK_QC_T_INTERNAL)
-		return blk_mq_tag_to_rq(hctx->sched_tags, tag);
-	return blk_mq_tag_to_rq(hctx->tags, tag);
+	return xa_load(&q->hctx_table, qc);
 }
 
 static inline blk_qc_t blk_rq_to_qc(struct request *rq)
 {
-	return (rq->mq_hctx->queue_num << BLK_QC_T_SHIFT) |
-		(rq->tag != -1 ?
-		 rq->tag : (rq->internal_tag | BLK_QC_T_INTERNAL));
+	return rq->mq_hctx->queue_num;
 }
 
 /*
@@ -1038,10 +1002,8 @@ static inline void blk_account_io_start(struct request *req)
 
 static inline void __blk_mq_end_request_acct(struct request *rq, u64 now)
 {
-	if (rq->rq_flags & RQF_STATS) {
-		blk_mq_poll_stats_start(rq->q);
+	if (rq->rq_flags & RQF_STATS)
 		blk_stat_add(rq, now);
-	}
 
 	blk_mq_sched_completed_request(rq, now);
 	blk_account_io_done(rq, now);
@@ -4222,14 +4184,8 @@ int blk_mq_init_allocated_queue(struct blk_mq_tag_set *set,
 	/* mark the queue as mq asap */
 	q->mq_ops = set->ops;
 
-	q->poll_cb = blk_stat_alloc_callback(blk_mq_poll_stats_fn,
-					     blk_mq_poll_stats_bkt,
-					     BLK_MQ_POLL_STATS_BKTS, q);
-	if (!q->poll_cb)
-		goto err_exit;
-
 	if (blk_mq_alloc_ctxs(q))
-		goto err_poll;
+		goto err_exit;
 
 	/* init q->mq_kobj and sw queues' kobjects */
 	blk_mq_sysfs_init(q);
@@ -4257,11 +4213,6 @@ int blk_mq_init_allocated_queue(struct blk_mq_tag_set *set,
 
 	q->nr_requests = set->queue_depth;
 
-	/*
-	 * Default to classic polling
-	 */
-	q->poll_nsec = BLK_MQ_POLL_CLASSIC;
-
 	blk_mq_init_cpu_queues(q, set->nr_hw_queues);
 	blk_mq_add_queue_tag_set(set, q);
 	blk_mq_map_swqueue(q);
@@ -4269,9 +4220,6 @@ int blk_mq_init_allocated_queue(struct blk_mq_tag_set *set,
 
 err_hctxs:
 	blk_mq_release(q);
-err_poll:
-	blk_stat_free_callback(q->poll_cb);
-	q->poll_cb = NULL;
 err_exit:
 	q->mq_ops = NULL;
 	return -ENOMEM;
@@ -4768,138 +4716,8 @@ void blk_mq_update_nr_hw_queues(struct blk_mq_tag_set *set, int nr_hw_queues)
 }
 EXPORT_SYMBOL_GPL(blk_mq_update_nr_hw_queues);
 
-/* Enable polling stats and return whether they were already enabled. */
-static bool blk_poll_stats_enable(struct request_queue *q)
-{
-	if (q->poll_stat)
-		return true;
-
-	return blk_stats_alloc_enable(q);
-}
-
-static void blk_mq_poll_stats_start(struct request_queue *q)
-{
-	/*
-	 * We don't arm the callback if polling stats are not enabled or the
-	 * callback is already active.
-	 */
-	if (!q->poll_stat || blk_stat_is_active(q->poll_cb))
-		return;
-
-	blk_stat_activate_msecs(q->poll_cb, 100);
-}
-
-static void blk_mq_poll_stats_fn(struct blk_stat_callback *cb)
-{
-	struct request_queue *q = cb->data;
-	int bucket;
-
-	for (bucket = 0; bucket < BLK_MQ_POLL_STATS_BKTS; bucket++) {
-		if (cb->stat[bucket].nr_samples)
-			q->poll_stat[bucket] = cb->stat[bucket];
-	}
-}
-
-static unsigned long blk_mq_poll_nsecs(struct request_queue *q,
-				       struct request *rq)
-{
-	unsigned long ret = 0;
-	int bucket;
-
-	/*
-	 * If stats collection isn't on, don't sleep but turn it on for
-	 * future users
-	 */
-	if (!blk_poll_stats_enable(q))
-		return 0;
-
-	/*
-	 * As an optimistic guess, use half of the mean service time
-	 * for this type of request. We can (and should) make this smarter.
-	 * For instance, if the completion latencies are tight, we can
-	 * get closer than just half the mean. This is especially
-	 * important on devices where the completion latencies are longer
-	 * than ~10 usec. We do use the stats for the relevant IO size
-	 * if available which does lead to better estimates.
-	 */
-	bucket = blk_mq_poll_stats_bkt(rq);
-	if (bucket < 0)
-		return ret;
-
-	if (q->poll_stat[bucket].nr_samples)
-		ret = (q->poll_stat[bucket].mean + 1) / 2;
-
-	return ret;
-}
-
-static bool blk_mq_poll_hybrid(struct request_queue *q, blk_qc_t qc)
-{
-	struct blk_mq_hw_ctx *hctx = blk_qc_to_hctx(q, qc);
-	struct request *rq = blk_qc_to_rq(hctx, qc);
-	struct hrtimer_sleeper hs;
-	enum hrtimer_mode mode;
-	unsigned int nsecs;
-	ktime_t kt;
-
-	/*
-	 * If a request has completed on queue that uses an I/O scheduler, we
-	 * won't get back a request from blk_qc_to_rq.
-	 */
-	if (!rq || (rq->rq_flags & RQF_MQ_POLL_SLEPT))
-		return false;
-
-	/*
-	 * If we get here, hybrid polling is enabled. Hence poll_nsec can be:
-	 *
-	 *  0:	use half of prev avg
-	 * >0:	use this specific value
-	 */
-	if (q->poll_nsec > 0)
-		nsecs = q->poll_nsec;
-	else
-		nsecs = blk_mq_poll_nsecs(q, rq);
-
-	if (!nsecs)
-		return false;
-
-	rq->rq_flags |= RQF_MQ_POLL_SLEPT;
-
-	/*
-	 * This will be replaced with the stats tracking code, using
-	 * 'avg_completion_time / 2' as the pre-sleep target.
-	 */
-	kt = nsecs;
-
-	mode = HRTIMER_MODE_REL;
-	hrtimer_init_sleeper_on_stack(&hs, CLOCK_MONOTONIC, mode);
-	hrtimer_set_expires(&hs.timer, kt);
-
-	do {
-		if (blk_mq_rq_state(rq) == MQ_RQ_COMPLETE)
-			break;
-		set_current_state(TASK_UNINTERRUPTIBLE);
-		hrtimer_sleeper_start_expires(&hs, mode);
-		if (hs.task)
-			io_schedule();
-		hrtimer_cancel(&hs.timer);
-		mode = HRTIMER_MODE_ABS;
-	} while (hs.task && !signal_pending(current));
-
-	__set_current_state(TASK_RUNNING);
-	destroy_hrtimer_on_stack(&hs.timer);
-
-	/*
-	 * If we sleep, have the caller restart the poll loop to reset the
-	 * state.  Like for the other success return cases, the caller is
-	 * responsible for checking if the IO completed.  If the IO isn't
-	 * complete, we'll get called again and will go straight to the busy
-	 * poll loop.
-	 */
-	return true;
-}
-
-static int blk_mq_poll_classic(struct request_queue *q, blk_qc_t cookie,
-			       struct io_comp_batch *iob, unsigned int flags)
+int blk_mq_poll(struct request_queue *q, blk_qc_t cookie, struct io_comp_batch *iob,
+		unsigned int flags)
 {
 	struct blk_mq_hw_ctx *hctx = blk_qc_to_hctx(q, cookie);
 	long state = get_current_state();
@@ -4926,17 +4744,6 @@ static int blk_mq_poll_classic(struct request_queue *q, blk_qc_t cookie,
 	return 0;
 }
 
-int blk_mq_poll(struct request_queue *q, blk_qc_t cookie, struct io_comp_batch *iob,
-		unsigned int flags)
-{
-	if (!(flags & BLK_POLL_NOSLEEP) &&
-	    q->poll_nsec != BLK_MQ_POLL_CLASSIC) {
-		if (blk_mq_poll_hybrid(q, cookie))
-			return 1;
-	}
-	return blk_mq_poll_classic(q, cookie, iob, flags);
-}
-
 unsigned int blk_mq_rq_cpu(struct request *rq)
 {
 	return rq->mq_ctx->cpu;
diff --git a/block/blk-stat.c b/block/blk-stat.c
index c6ca16abf911e..74a1a8c32d86f 100644
--- a/block/blk-stat.c
+++ b/block/blk-stat.c
@@ -231,21 +231,3 @@ void blk_free_queue_stats(struct blk_queue_stats *stats)
 
 	kfree(stats);
 }
-
-bool blk_stats_alloc_enable(struct request_queue *q)
-{
-	struct blk_rq_stat *poll_stat;
-
-	poll_stat = kcalloc(BLK_MQ_POLL_STATS_BKTS, sizeof(*poll_stat),
-				GFP_ATOMIC);
-	if (!poll_stat)
-		return false;
-
-	if (cmpxchg(&q->poll_stat, NULL, poll_stat) != NULL) {
-		kfree(poll_stat);
-		return true;
-	}
-
-	blk_stat_add_callback(q, q->poll_cb);
-	return false;
-}
diff --git a/block/blk-sysfs.c b/block/blk-sysfs.c
index f1fce1c7fa44b..c6c231f3d0f10 100644
--- a/block/blk-sysfs.c
+++ b/block/blk-sysfs.c
@@ -408,36 +408,7 @@ queue_rq_affinity_store(struct request_queue *q, const char *page, size_t count)
 
 static ssize_t queue_poll_delay_show(struct request_queue *q, char *page)
 {
-	int val;
-
-	if (q->poll_nsec == BLK_MQ_POLL_CLASSIC)
-		val = BLK_MQ_POLL_CLASSIC;
-	else
-		val = q->poll_nsec / 1000;
-
-	return sprintf(page, "%d\n", val);
-}
-
-static ssize_t queue_poll_delay_store(struct request_queue *q, const char *page,
-				size_t count)
-{
-	int err, val;
-
-	if (!q->mq_ops || !q->mq_ops->poll)
-		return -EINVAL;
-
-	err = kstrtoint(page, 10, &val);
-	if (err < 0)
-		return err;
-
-	if (val == BLK_MQ_POLL_CLASSIC)
-		q->poll_nsec = BLK_MQ_POLL_CLASSIC;
-	else if (val >= 0)
-		q->poll_nsec = val * 1000;
-	else
-		return -EINVAL;
-
-	return count;
+	return sprintf(page, "%d\n", -1);
 }
 
 static ssize_t queue_poll_show(struct request_queue *q, char *page)
@@ -617,7 +588,7 @@ QUEUE_RO_ENTRY(queue_max_active_zones, "max_active_zones");
 QUEUE_RW_ENTRY(queue_nomerges, "nomerges");
 QUEUE_RW_ENTRY(queue_rq_affinity, "rq_affinity");
 QUEUE_RW_ENTRY(queue_poll, "io_poll");
-QUEUE_RW_ENTRY(queue_poll_delay, "io_poll_delay");
+QUEUE_RO_ENTRY(queue_poll_delay, "io_poll_delay");
 QUEUE_RW_ENTRY(queue_wc, "write_cache");
 QUEUE_RO_ENTRY(queue_fua, "fua");
 QUEUE_RO_ENTRY(queue_dax, "dax");
diff --git a/include/linux/blk-mq.h b/include/linux/blk-mq.h
index dd5ce1137f04a..1dacb2c81fdda 100644
--- a/include/linux/blk-mq.h
+++ b/include/linux/blk-mq.h
@@ -57,8 +57,6 @@ typedef __u32 __bitwise req_flags_t;
 #define RQF_SPECIAL_PAYLOAD	((__force req_flags_t)(1 << 18))
 /* The per-zone write lock is held for this request */
 #define RQF_ZONE_WRITE_LOCKED	((__force req_flags_t)(1 << 19))
-/* already slept for hybrid poll */
-#define RQF_MQ_POLL_SLEPT	((__force req_flags_t)(1 << 20))
 /* ->timeout has been called, don't expire again */
 #define RQF_TIMED_OUT		((__force req_flags_t)(1 << 21))
 /* queue has elevator attached */
diff --git a/include/linux/blkdev.h b/include/linux/blkdev.h
index d1aee08f8c181..6ede578dfbc64 100644
--- a/include/linux/blkdev.h
+++ b/include/linux/blkdev.h
@@ -44,12 +44,6 @@ extern const struct device_type disk_type;
 extern struct device_type part_type;
 extern struct class block_class;
 
-/* Must be consistent with blk_mq_poll_stats_bkt() */
-#define BLK_MQ_POLL_STATS_BKTS 16
-
-/* Doing classic polling */
-#define BLK_MQ_POLL_CLASSIC -1
-
 /*
  * Maximum number of blkcg policies allowed to be registered concurrently.
  * Defined here to simplify include dependency.
@@ -468,10 +462,6 @@ struct request_queue {
 #endif
 
 	unsigned int		rq_timeout;
-	int			poll_nsec;
-
-	struct blk_stat_callback	*poll_cb;
-	struct blk_rq_stat	*poll_stat;
 
 	struct timer_list	timeout;
 	struct work_struct	timeout_work;
@@ -870,8 +860,6 @@ blk_status_t errno_to_blk_status(int errno);
 
 /* only poll the hardware once, don't continue until a completion was found */
 #define BLK_POLL_ONESHOT		(1 << 0)
-/* do not sleep to wait for the expected completion time */
-#define BLK_POLL_NOSLEEP		(1 << 1)
 int bio_poll(struct bio *bio, struct io_comp_batch *iob, unsigned int flags);
 int iocb_bio_iopoll(struct kiocb *kiocb, struct io_comp_batch *iob,
 			unsigned int flags);
diff --git a/io_uring/rw.c b/io_uring/rw.c
index 4c233910e2009..a099dc0543d95 100644
--- a/io_uring/rw.c
+++ b/io_uring/rw.c
@@ -1002,7 +1002,7 @@ void io_rw_fail(struct io_kiocb *req)
 int io_do_iopoll(struct io_ring_ctx *ctx, bool force_nonspin)
 {
 	struct io_wq_work_node *pos, *start, *prev;
-	unsigned int poll_flags = BLK_POLL_NOSLEEP;
+	unsigned int poll_flags = 0;
 	DEFINE_IO_COMP_BATCH(iob);
 	int nr_events = 0;
 
