Merge tag 'arm64-fixes' of git://git.kernel.org/pub/scm/linux/kernel/git/arm64/linux

[thirdparty/kernel/linux.git] / net / sched / sch_hhf.c

// SPDX-License-Identifier: GPL-2.0-only
/* net/sched/sch_hhf.c          Heavy-Hitter Filter (HHF)
 *
 * Copyright (C) 2013 Terry Lam <vtlam@google.com>
 * Copyright (C) 2013 Nandita Dukkipati <nanditad@google.com>
 */

#include <linux/jhash.h>
#include <linux/jiffies.h>
#include <linux/module.h>
#include <linux/skbuff.h>
#include <linux/vmalloc.h>
#include <net/pkt_sched.h>
#include <net/sock.h>

/*      Heavy-Hitter Filter (HHF)
 *
 * Principles :
 * Flows are classified into two buckets: non-heavy-hitter and heavy-hitter
 * buckets. Initially, a new flow starts as non-heavy-hitter. Once classified
 * as heavy-hitter, it is immediately switched to the heavy-hitter bucket.
 * The buckets are dequeued by a Weighted Deficit Round Robin (WDRR) scheduler,
 * in which the heavy-hitter bucket is served with less weight.
 * In other words, non-heavy-hitters (e.g., short bursts of critical traffic)
 * are isolated from heavy-hitters (e.g., persistent bulk traffic) and also have
 * higher share of bandwidth.
 *
 * To capture heavy-hitters, we use the "multi-stage filter" algorithm in the
 * following paper:
 * [EV02] C. Estan and G. Varghese, "New Directions in Traffic Measurement and
 * Accounting", in ACM SIGCOMM, 2002.
 *
 * Conceptually, a multi-stage filter comprises k independent hash functions
 * and k counter arrays. Packets are indexed into k counter arrays by k hash
 * functions, respectively. The counters are then increased by the packet sizes.
 * Therefore,
 *    - For a heavy-hitter flow: *all* of its k array counters must be large.
 *    - For a non-heavy-hitter flow: some of its k array counters can be large
 *      due to hash collision with other small flows; however, with high
 *      probability, not *all* k counters are large.
 *
 * By the design of the multi-stage filter algorithm, the false negative rate
 * (heavy-hitters getting away uncaptured) is zero. However, the algorithm is
 * susceptible to false positives (non-heavy-hitters mistakenly classified as
 * heavy-hitters).
 * Therefore, we also implement the following optimizations to reduce false
 * positives by avoiding unnecessary increment of the counter values:
 *    - Optimization O1: once a heavy-hitter is identified, its bytes are not
 *        accounted in the array counters. This technique is called "shielding"
 *        in Section 3.3.1 of [EV02].
 *    - Optimization O2: conservative update of counters
 *                       (Section 3.3.2 of [EV02]),
 *        New counter value = max {old counter value,
 *                                 smallest counter value + packet bytes}
 *
 * Finally, we refresh the counters periodically since otherwise the counter
 * values will keep accumulating.
 *
 * Once a flow is classified as heavy-hitter, we also save its per-flow state
 * in an exact-matching flow table so that its subsequent packets can be
 * dispatched to the heavy-hitter bucket accordingly.
 *
 *
 * At a high level, this qdisc works as follows:
 * Given a packet p:
 *   - If the flow-id of p (e.g., TCP 5-tuple) is already in the exact-matching
 *     heavy-hitter flow table, denoted table T, then send p to the heavy-hitter
 *     bucket.
 *   - Otherwise, forward p to the multi-stage filter, denoted filter F
 *        + If F decides that p belongs to a non-heavy-hitter flow, then send p
 *          to the non-heavy-hitter bucket.
 *        + Otherwise, if F decides that p belongs to a new heavy-hitter flow,
 *          then set up a new flow entry for the flow-id of p in the table T and
 *          send p to the heavy-hitter bucket.
 *
 * In this implementation:
 *   - T is a fixed-size hash-table with 1024 entries. Hash collision is
 *     resolved by linked-list chaining.
 *   - F has four counter arrays, each array containing 1024 32-bit counters.
 *     That means 4 * 1024 * 32 bits = 16KB of memory.
 *   - Since each array in F contains 1024 counters, 10 bits are sufficient to
 *     index into each array.
 *     Hence, instead of having four hash functions, we chop the 32-bit
 *     skb-hash into three 10-bit chunks, and the remaining 10-bit chunk is
 *     computed as XOR sum of those three chunks.
 *   - We need to clear the counter arrays periodically; however, directly
 *     memsetting 16KB of memory can lead to cache eviction and unwanted delay.
 *     So by representing each counter by a valid bit, we only need to reset
 *     4K of 1 bit (i.e. 512 bytes) instead of 16KB of memory.
 *   - The Deficit Round Robin engine is taken from fq_codel implementation
 *     (net/sched/sch_fq_codel.c). Note that wdrr_bucket corresponds to
 *     fq_codel_flow in fq_codel implementation.
 *
 */

/* Non-configurable parameters */
#define HH_FLOWS_CNT     1024  /* number of entries in exact-matching table T */
#define HHF_ARRAYS_CNT   4     /* number of arrays in multi-stage filter F */
#define HHF_ARRAYS_LEN   1024  /* number of counters in each array of F */
#define HHF_BIT_MASK_LEN 10    /* masking 10 bits */
#define HHF_BIT_MASK     0x3FF /* bitmask of 10 bits */

#define WDRR_BUCKET_CNT  2     /* two buckets for Weighted DRR */
enum wdrr_bucket_idx {
        WDRR_BUCKET_FOR_HH      = 0, /* bucket id for heavy-hitters */
        WDRR_BUCKET_FOR_NON_HH  = 1  /* bucket id for non-heavy-hitters */
};

#define hhf_time_before(a, b)   \
        (typecheck(u32, a) && typecheck(u32, b) && ((s32)((a) - (b)) < 0))

/* Heavy-hitter per-flow state */
struct hh_flow_state {
        u32              hash_id;       /* hash of flow-id (e.g. TCP 5-tuple) */
        u32              hit_timestamp; /* last time heavy-hitter was seen */
        struct list_head flowchain;     /* chaining under hash collision */
};

/* Weighted Deficit Round Robin (WDRR) scheduler */
struct wdrr_bucket {
        struct sk_buff    *head;
        struct sk_buff    *tail;
        struct list_head  bucketchain;
        int               deficit;
};

struct hhf_sched_data {
        struct wdrr_bucket buckets[WDRR_BUCKET_CNT];
        u32                perturbation;   /* hash perturbation */
        u32                quantum;        /* psched_mtu(qdisc_dev(sch)); */
        u32                drop_overlimit; /* number of times max qdisc packet
                                            * limit was hit
                                            */
        struct list_head   *hh_flows;       /* table T (currently active HHs) */
        u32                hh_flows_limit;            /* max active HH allocs */
        u32                hh_flows_overlimit; /* num of disallowed HH allocs */
        u32                hh_flows_total_cnt;          /* total admitted HHs */
        u32                hh_flows_current_cnt;        /* total current HHs  */
        u32                *hhf_arrays[HHF_ARRAYS_CNT]; /* HH filter F */
        u32                hhf_arrays_reset_timestamp;  /* last time hhf_arrays
                                                         * was reset
                                                         */
        unsigned long      *hhf_valid_bits[HHF_ARRAYS_CNT]; /* shadow valid bits
                                                             * of hhf_arrays
                                                             */
        /* Similar to the "new_flows" vs. "old_flows" concept in fq_codel DRR */
        struct list_head   new_buckets; /* list of new buckets */
        struct list_head   old_buckets; /* list of old buckets */

        /* Configurable HHF parameters */
        u32                hhf_reset_timeout; /* interval to reset counter
                                               * arrays in filter F
                                               * (default 40ms)
                                               */
        u32                hhf_admit_bytes;   /* counter thresh to classify as
                                               * HH (default 128KB).
                                               * With these default values,
                                               * 128KB / 40ms = 25 Mbps
                                               * i.e., we expect to capture HHs
                                               * sending > 25 Mbps.
                                               */
        u32                hhf_evict_timeout; /* aging threshold to evict idle
                                               * HHs out of table T. This should
                                               * be large enough to avoid
                                               * reordering during HH eviction.
                                               * (default 1s)
                                               */
        u32                hhf_non_hh_weight; /* WDRR weight for non-HHs
                                               * (default 2,
                                               *  i.e., non-HH : HH = 2 : 1)
                                               */
};

static u32 hhf_time_stamp(void)
{
        return jiffies;
}

/* Looks up a heavy-hitter flow in a chaining list of table T. */
static struct hh_flow_state *seek_list(const u32 hash,
                                       struct list_head *head,
                                       struct hhf_sched_data *q)
{
        struct hh_flow_state *flow, *next;
        u32 now = hhf_time_stamp();

        if (list_empty(head))
                return NULL;

        list_for_each_entry_safe(flow, next, head, flowchain) {
                u32 prev = flow->hit_timestamp + q->hhf_evict_timeout;

                if (hhf_time_before(prev, now)) {
                        /* Delete expired heavy-hitters, but preserve one entry
                         * to avoid kzalloc() when next time this slot is hit.
                         */
                        if (list_is_last(&flow->flowchain, head))
                                return NULL;
                        list_del(&flow->flowchain);
                        kfree(flow);
                        q->hh_flows_current_cnt--;
                } else if (flow->hash_id == hash) {
                        return flow;
                }
        }
        return NULL;
}

/* Returns a flow state entry for a new heavy-hitter.  Either reuses an expired
 * entry or dynamically alloc a new entry.
 */
static struct hh_flow_state *alloc_new_hh(struct list_head *head,
                                          struct hhf_sched_data *q)
{
        struct hh_flow_state *flow;
        u32 now = hhf_time_stamp();

        if (!list_empty(head)) {
                /* Find an expired heavy-hitter flow entry. */
                list_for_each_entry(flow, head, flowchain) {
                        u32 prev = flow->hit_timestamp + q->hhf_evict_timeout;

                        if (hhf_time_before(prev, now))
                                return flow;
                }
        }

        if (q->hh_flows_current_cnt >= q->hh_flows_limit) {
                q->hh_flows_overlimit++;
                return NULL;
        }
        /* Create new entry. */
        flow = kzalloc(sizeof(struct hh_flow_state), GFP_ATOMIC);
        if (!flow)
                return NULL;

        q->hh_flows_current_cnt++;
        INIT_LIST_HEAD(&flow->flowchain);
        list_add_tail(&flow->flowchain, head);

        return flow;
}

/* Assigns packets to WDRR buckets.  Implements a multi-stage filter to
 * classify heavy-hitters.
 */
static enum wdrr_bucket_idx hhf_classify(struct sk_buff *skb, struct Qdisc *sch)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        u32 tmp_hash, hash;
        u32 xorsum, filter_pos[HHF_ARRAYS_CNT], flow_pos;
        struct hh_flow_state *flow;
        u32 pkt_len, min_hhf_val;
        int i;
        u32 prev;
        u32 now = hhf_time_stamp();

        /* Reset the HHF counter arrays if this is the right time. */
        prev = q->hhf_arrays_reset_timestamp + q->hhf_reset_timeout;
        if (hhf_time_before(prev, now)) {
                for (i = 0; i < HHF_ARRAYS_CNT; i++)
                        bitmap_zero(q->hhf_valid_bits[i], HHF_ARRAYS_LEN);
                q->hhf_arrays_reset_timestamp = now;
        }

        /* Get hashed flow-id of the skb. */
        hash = skb_get_hash_perturb(skb, q->perturbation);

        /* Check if this packet belongs to an already established HH flow. */
        flow_pos = hash & HHF_BIT_MASK;
        flow = seek_list(hash, &q->hh_flows[flow_pos], q);
        if (flow) { /* found its HH flow */
                flow->hit_timestamp = now;
                return WDRR_BUCKET_FOR_HH;
        }

        /* Now pass the packet through the multi-stage filter. */
        tmp_hash = hash;
        xorsum = 0;
        for (i = 0; i < HHF_ARRAYS_CNT - 1; i++) {
                /* Split the skb_hash into three 10-bit chunks. */
                filter_pos[i] = tmp_hash & HHF_BIT_MASK;
                xorsum ^= filter_pos[i];
                tmp_hash >>= HHF_BIT_MASK_LEN;
        }
        /* The last chunk is computed as XOR sum of other chunks. */
        filter_pos[HHF_ARRAYS_CNT - 1] = xorsum ^ tmp_hash;

        pkt_len = qdisc_pkt_len(skb);
        min_hhf_val = ~0U;
        for (i = 0; i < HHF_ARRAYS_CNT; i++) {
                u32 val;

                if (!test_bit(filter_pos[i], q->hhf_valid_bits[i])) {
                        q->hhf_arrays[i][filter_pos[i]] = 0;
                        __set_bit(filter_pos[i], q->hhf_valid_bits[i]);
                }

                val = q->hhf_arrays[i][filter_pos[i]] + pkt_len;
                if (min_hhf_val > val)
                        min_hhf_val = val;
        }

        /* Found a new HH iff all counter values > HH admit threshold. */
        if (min_hhf_val > q->hhf_admit_bytes) {
                /* Just captured a new heavy-hitter. */
                flow = alloc_new_hh(&q->hh_flows[flow_pos], q);
                if (!flow) /* memory alloc problem */
                        return WDRR_BUCKET_FOR_NON_HH;
                flow->hash_id = hash;
                flow->hit_timestamp = now;
                q->hh_flows_total_cnt++;

                /* By returning without updating counters in q->hhf_arrays,
                 * we implicitly implement "shielding" (see Optimization O1).
                 */
                return WDRR_BUCKET_FOR_HH;
        }

        /* Conservative update of HHF arrays (see Optimization O2). */
        for (i = 0; i < HHF_ARRAYS_CNT; i++) {
                if (q->hhf_arrays[i][filter_pos[i]] < min_hhf_val)
                        q->hhf_arrays[i][filter_pos[i]] = min_hhf_val;
        }
        return WDRR_BUCKET_FOR_NON_HH;
}

/* Removes one skb from head of bucket. */
static struct sk_buff *dequeue_head(struct wdrr_bucket *bucket)
{
        struct sk_buff *skb = bucket->head;

        bucket->head = skb->next;
        skb_mark_not_on_list(skb);
        return skb;
}

/* Tail-adds skb to bucket. */
static void bucket_add(struct wdrr_bucket *bucket, struct sk_buff *skb)
{
        if (bucket->head == NULL)
                bucket->head = skb;
        else
                bucket->tail->next = skb;
        bucket->tail = skb;
        skb->next = NULL;
}

static unsigned int hhf_drop(struct Qdisc *sch, struct sk_buff **to_free)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        struct wdrr_bucket *bucket;

        /* Always try to drop from heavy-hitters first. */
        bucket = &q->buckets[WDRR_BUCKET_FOR_HH];
        if (!bucket->head)
                bucket = &q->buckets[WDRR_BUCKET_FOR_NON_HH];

        if (bucket->head) {
                struct sk_buff *skb = dequeue_head(bucket);

                sch->q.qlen--;
                qdisc_qstats_backlog_dec(sch, skb);
                qdisc_drop(skb, sch, to_free);
        }

        /* Return id of the bucket from which the packet was dropped. */
        return bucket - q->buckets;
}

static int hhf_enqueue(struct sk_buff *skb, struct Qdisc *sch,
                       struct sk_buff **to_free)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        enum wdrr_bucket_idx idx;
        struct wdrr_bucket *bucket;
        unsigned int prev_backlog;

        idx = hhf_classify(skb, sch);

        bucket = &q->buckets[idx];
        bucket_add(bucket, skb);
        qdisc_qstats_backlog_inc(sch, skb);

        if (list_empty(&bucket->bucketchain)) {
                unsigned int weight;

                /* The logic of new_buckets vs. old_buckets is the same as
                 * new_flows vs. old_flows in the implementation of fq_codel,
                 * i.e., short bursts of non-HHs should have strict priority.
                 */
                if (idx == WDRR_BUCKET_FOR_HH) {
                        /* Always move heavy-hitters to old bucket. */
                        weight = 1;
                        list_add_tail(&bucket->bucketchain, &q->old_buckets);
                } else {
                        weight = q->hhf_non_hh_weight;
                        list_add_tail(&bucket->bucketchain, &q->new_buckets);
                }
                bucket->deficit = weight * q->quantum;
        }
        if (++sch->q.qlen <= sch->limit)
                return NET_XMIT_SUCCESS;

        prev_backlog = sch->qstats.backlog;
        q->drop_overlimit++;
        /* Return Congestion Notification only if we dropped a packet from this
         * bucket.
         */
        if (hhf_drop(sch, to_free) == idx)
                return NET_XMIT_CN;

        /* As we dropped a packet, better let upper stack know this. */
        qdisc_tree_reduce_backlog(sch, 1, prev_backlog - sch->qstats.backlog);
        return NET_XMIT_SUCCESS;
}

static struct sk_buff *hhf_dequeue(struct Qdisc *sch)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        struct sk_buff *skb = NULL;
        struct wdrr_bucket *bucket;
        struct list_head *head;

begin:
        head = &q->new_buckets;
        if (list_empty(head)) {
                head = &q->old_buckets;
                if (list_empty(head))
                        return NULL;
        }
        bucket = list_first_entry(head, struct wdrr_bucket, bucketchain);

        if (bucket->deficit <= 0) {
                int weight = (bucket - q->buckets == WDRR_BUCKET_FOR_HH) ?
                              1 : q->hhf_non_hh_weight;

                bucket->deficit += weight * q->quantum;
                list_move_tail(&bucket->bucketchain, &q->old_buckets);
                goto begin;
        }

        if (bucket->head) {
                skb = dequeue_head(bucket);
                sch->q.qlen--;
                qdisc_qstats_backlog_dec(sch, skb);
        }

        if (!skb) {
                /* Force a pass through old_buckets to prevent starvation. */
                if ((head == &q->new_buckets) && !list_empty(&q->old_buckets))
                        list_move_tail(&bucket->bucketchain, &q->old_buckets);
                else
                        list_del_init(&bucket->bucketchain);
                goto begin;
        }
        qdisc_bstats_update(sch, skb);
        bucket->deficit -= qdisc_pkt_len(skb);

        return skb;
}

static void hhf_reset(struct Qdisc *sch)
{
        struct sk_buff *skb;

        while ((skb = hhf_dequeue(sch)) != NULL)
                rtnl_kfree_skbs(skb, skb);
}

static void hhf_destroy(struct Qdisc *sch)
{
        int i;
        struct hhf_sched_data *q = qdisc_priv(sch);

        for (i = 0; i < HHF_ARRAYS_CNT; i++) {
                kvfree(q->hhf_arrays[i]);
                kvfree(q->hhf_valid_bits[i]);
        }

        if (!q->hh_flows)
                return;

        for (i = 0; i < HH_FLOWS_CNT; i++) {
                struct hh_flow_state *flow, *next;
                struct list_head *head = &q->hh_flows[i];

                if (list_empty(head))
                        continue;
                list_for_each_entry_safe(flow, next, head, flowchain) {
                        list_del(&flow->flowchain);
                        kfree(flow);
                }
        }
        kvfree(q->hh_flows);
}

static const struct nla_policy hhf_policy[TCA_HHF_MAX + 1] = {
        [TCA_HHF_BACKLOG_LIMIT]  = { .type = NLA_U32 },
        [TCA_HHF_QUANTUM]        = { .type = NLA_U32 },
        [TCA_HHF_HH_FLOWS_LIMIT] = { .type = NLA_U32 },
        [TCA_HHF_RESET_TIMEOUT]  = { .type = NLA_U32 },
        [TCA_HHF_ADMIT_BYTES]    = { .type = NLA_U32 },
        [TCA_HHF_EVICT_TIMEOUT]  = { .type = NLA_U32 },
        [TCA_HHF_NON_HH_WEIGHT]  = { .type = NLA_U32 },
};

static int hhf_change(struct Qdisc *sch, struct nlattr *opt,
                      struct netlink_ext_ack *extack)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        struct nlattr *tb[TCA_HHF_MAX + 1];
        unsigned int qlen, prev_backlog;
        int err;
        u64 non_hh_quantum;
        u32 new_quantum = q->quantum;
        u32 new_hhf_non_hh_weight = q->hhf_non_hh_weight;

        if (!opt)
                return -EINVAL;

        err = nla_parse_nested_deprecated(tb, TCA_HHF_MAX, opt, hhf_policy,
                                          NULL);
        if (err < 0)
                return err;

        if (tb[TCA_HHF_QUANTUM])
                new_quantum = nla_get_u32(tb[TCA_HHF_QUANTUM]);

        if (tb[TCA_HHF_NON_HH_WEIGHT])
                new_hhf_non_hh_weight = nla_get_u32(tb[TCA_HHF_NON_HH_WEIGHT]);

        non_hh_quantum = (u64)new_quantum * new_hhf_non_hh_weight;
        if (non_hh_quantum > INT_MAX)
                return -EINVAL;

        sch_tree_lock(sch);

        if (tb[TCA_HHF_BACKLOG_LIMIT])
                sch->limit = nla_get_u32(tb[TCA_HHF_BACKLOG_LIMIT]);

        q->quantum = new_quantum;
        q->hhf_non_hh_weight = new_hhf_non_hh_weight;

        if (tb[TCA_HHF_HH_FLOWS_LIMIT])
                q->hh_flows_limit = nla_get_u32(tb[TCA_HHF_HH_FLOWS_LIMIT]);

        if (tb[TCA_HHF_RESET_TIMEOUT]) {
                u32 us = nla_get_u32(tb[TCA_HHF_RESET_TIMEOUT]);

                q->hhf_reset_timeout = usecs_to_jiffies(us);
        }

        if (tb[TCA_HHF_ADMIT_BYTES])
                q->hhf_admit_bytes = nla_get_u32(tb[TCA_HHF_ADMIT_BYTES]);

        if (tb[TCA_HHF_EVICT_TIMEOUT]) {
                u32 us = nla_get_u32(tb[TCA_HHF_EVICT_TIMEOUT]);

                q->hhf_evict_timeout = usecs_to_jiffies(us);
        }

        qlen = sch->q.qlen;
        prev_backlog = sch->qstats.backlog;
        while (sch->q.qlen > sch->limit) {
                struct sk_buff *skb = hhf_dequeue(sch);

                rtnl_kfree_skbs(skb, skb);
        }
        qdisc_tree_reduce_backlog(sch, qlen - sch->q.qlen,
                                  prev_backlog - sch->qstats.backlog);

        sch_tree_unlock(sch);
        return 0;
}

static int hhf_init(struct Qdisc *sch, struct nlattr *opt,
                    struct netlink_ext_ack *extack)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        int i;

        sch->limit = 1000;
        q->quantum = psched_mtu(qdisc_dev(sch));
        q->perturbation = prandom_u32();
        INIT_LIST_HEAD(&q->new_buckets);
        INIT_LIST_HEAD(&q->old_buckets);

        /* Configurable HHF parameters */
        q->hhf_reset_timeout = HZ / 25; /* 40  ms */
        q->hhf_admit_bytes = 131072;    /* 128 KB */
        q->hhf_evict_timeout = HZ;      /* 1  sec */
        q->hhf_non_hh_weight = 2;

        if (opt) {
                int err = hhf_change(sch, opt, extack);

                if (err)
                        return err;
        }

        if (!q->hh_flows) {
                /* Initialize heavy-hitter flow table. */
                q->hh_flows = kvcalloc(HH_FLOWS_CNT, sizeof(struct list_head),
                                       GFP_KERNEL);
                if (!q->hh_flows)
                        return -ENOMEM;
                for (i = 0; i < HH_FLOWS_CNT; i++)
                        INIT_LIST_HEAD(&q->hh_flows[i]);

                /* Cap max active HHs at twice len of hh_flows table. */
                q->hh_flows_limit = 2 * HH_FLOWS_CNT;
                q->hh_flows_overlimit = 0;
                q->hh_flows_total_cnt = 0;
                q->hh_flows_current_cnt = 0;

                /* Initialize heavy-hitter filter arrays. */
                for (i = 0; i < HHF_ARRAYS_CNT; i++) {
                        q->hhf_arrays[i] = kvcalloc(HHF_ARRAYS_LEN,
                                                    sizeof(u32),
                                                    GFP_KERNEL);
                        if (!q->hhf_arrays[i]) {
                                /* Note: hhf_destroy() will be called
                                 * by our caller.
                                 */
                                return -ENOMEM;
                        }
                }
                q->hhf_arrays_reset_timestamp = hhf_time_stamp();

                /* Initialize valid bits of heavy-hitter filter arrays. */
                for (i = 0; i < HHF_ARRAYS_CNT; i++) {
                        q->hhf_valid_bits[i] = kvzalloc(HHF_ARRAYS_LEN /
                                                          BITS_PER_BYTE, GFP_KERNEL);
                        if (!q->hhf_valid_bits[i]) {
                                /* Note: hhf_destroy() will be called
                                 * by our caller.
                                 */
                                return -ENOMEM;
                        }
                }

                /* Initialize Weighted DRR buckets. */
                for (i = 0; i < WDRR_BUCKET_CNT; i++) {
                        struct wdrr_bucket *bucket = q->buckets + i;

                        INIT_LIST_HEAD(&bucket->bucketchain);
                }
        }

        return 0;
}

static int hhf_dump(struct Qdisc *sch, struct sk_buff *skb)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        struct nlattr *opts;

        opts = nla_nest_start_noflag(skb, TCA_OPTIONS);
        if (opts == NULL)
                goto nla_put_failure;

        if (nla_put_u32(skb, TCA_HHF_BACKLOG_LIMIT, sch->limit) ||
            nla_put_u32(skb, TCA_HHF_QUANTUM, q->quantum) ||
            nla_put_u32(skb, TCA_HHF_HH_FLOWS_LIMIT, q->hh_flows_limit) ||
            nla_put_u32(skb, TCA_HHF_RESET_TIMEOUT,
                        jiffies_to_usecs(q->hhf_reset_timeout)) ||
            nla_put_u32(skb, TCA_HHF_ADMIT_BYTES, q->hhf_admit_bytes) ||
            nla_put_u32(skb, TCA_HHF_EVICT_TIMEOUT,
                        jiffies_to_usecs(q->hhf_evict_timeout)) ||
            nla_put_u32(skb, TCA_HHF_NON_HH_WEIGHT, q->hhf_non_hh_weight))
                goto nla_put_failure;

        return nla_nest_end(skb, opts);

nla_put_failure:
        return -1;
}

static int hhf_dump_stats(struct Qdisc *sch, struct gnet_dump *d)
{
        struct hhf_sched_data *q = qdisc_priv(sch);
        struct tc_hhf_xstats st = {
                .drop_overlimit = q->drop_overlimit,
                .hh_overlimit   = q->hh_flows_overlimit,
                .hh_tot_count   = q->hh_flows_total_cnt,
                .hh_cur_count   = q->hh_flows_current_cnt,
        };

        return gnet_stats_copy_app(d, &st, sizeof(st));
}

static struct Qdisc_ops hhf_qdisc_ops __read_mostly = {
        .id             =       "hhf",
        .priv_size      =       sizeof(struct hhf_sched_data),

        .enqueue        =       hhf_enqueue,
        .dequeue        =       hhf_dequeue,
        .peek           =       qdisc_peek_dequeued,
        .init           =       hhf_init,
        .reset          =       hhf_reset,
        .destroy        =       hhf_destroy,
        .change         =       hhf_change,
        .dump           =       hhf_dump,
        .dump_stats     =       hhf_dump_stats,
        .owner          =       THIS_MODULE,
};

static int __init hhf_module_init(void)
{
        return register_qdisc(&hhf_qdisc_ops);
}

static void __exit hhf_module_exit(void)
{
        unregister_qdisc(&hhf_qdisc_ops);
}

module_init(hhf_module_init)
module_exit(hhf_module_exit)
MODULE_AUTHOR("Terry Lam");
MODULE_AUTHOR("Nandita Dukkipati");
MODULE_LICENSE("GPL");