# 網路模擬與分析(5/24): P4 ###### tags: `Mininet`、`P4` --- **--------------目前為純 code 及 result,詳解部分之後更新--------------** --- ## Homework-1 ![](https://i.imgur.com/vYIcxKg.jpg) `ip_forward.p4` ``` #include <core.p4> #include <v1model.p4> typedef bit<48> macAddr_t; typedef bit<9> egressSpec_t; header ethernet_t { bit<48> dstAddr; bit<48> srcAddr; bit<16> etherType; } header ipv4_t { bit<4> version; bit<4> ihl; bit<8> diffserv; bit<16> totalLen; bit<16> identification; bit<3> flags; bit<13> fragOffset; bit<8> ttl; bit<8> protocol; bit<16> hdrChecksum; bit<32> srcAddr; bit<32> dstAddr; } struct metadata { } struct headers { @name(".ethernet") ethernet_t ethernet; @name(".ipv4") ipv4_t ipv4; } parser ParserImpl(packet_in packet, out headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".parse_ethernet") state parse_ethernet { packet.extract(hdr.ethernet); transition select(hdr.ethernet.etherType) { 16w0x800: parse_ipv4; default: accept; } } @name(".parse_ipv4") state parse_ipv4 { packet.extract(hdr.ipv4); transition accept; } @name(".start") state start { transition parse_ethernet; } } control egress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { apply { } } control ingress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".set_nhop") action set_nhop(macAddr_t dstAddr, egressSpec_t port) { //set the src mac address as the previous dst, this is not correct right? hdr.ethernet.srcAddr = hdr.ethernet.dstAddr; //set the destination mac address that we got from the match in the table hdr.ethernet.dstAddr = dstAddr; //set the output port that we also get from the table standard_metadata.egress_spec = port; //decrease ttl by 1 hdr.ipv4.ttl = hdr.ipv4.ttl - 1; } @name("._drop") action _drop() { mark_to_drop(standard_metadata); } @name(".ipv4_lpm") table ipv4_lpm { actions = { set_nhop; _drop; } key = { hdr.ipv4.dstAddr: lpm; } size = 512; const default_action = _drop(); } apply { ipv4_lpm.apply(); } } control DeparserImpl(packet_out packet, in headers hdr) { apply { packet.emit(hdr.ethernet); packet.emit(hdr.ipv4); } } control verifyChecksum(inout headers hdr, inout metadata meta) { apply { verify_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } control computeChecksum(inout headers hdr, inout metadata meta) { apply { update_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } V1Switch(ParserImpl(), verifyChecksum(), ingress(), egress(), computeChecksum(), DeparserImpl()) main; ``` `p4app.json` ``` { "program": "ip_forward.p4", "switch": "simple_switch", "compiler": "p4c", "options": "--target bmv2 --arch v1model --std p4-16", "switch_cli": "simple_switch_CLI", "cli": true, "pcap_dump": false, "enable_log": true, "topo_module": { "file_path": "", "module_name": "p4utils.mininetlib.apptopo", "object_name": "AppTopoStrategies" }, "controller_module": null, "topodb_module": { "file_path": "", "module_name": "p4utils.utils.topology", "object_name": "Topology" }, "mininet_module": { "file_path": "", "module_name": "p4utils.mininetlib.p4net", "object_name": "P4Mininet" }, "topology": { "assignment_strategy": "manual", "auto_arp_tables": "true", "auto_gw_arp": "true", "links": [["h1", "s1"], ["h2", "s1"], ["s1", "s2"], ["s2", "h3"]], "hosts": { "h1": { "ip": "10.0.1.1/24", "gw": "10.0.1.254", "commands":[["arp -d 10.0.1.254"],["arp -s 10.0.1.254 00:00:0a:00:01:FE"]] }, "h2": { "ip": "10.0.1.2/24", "gw": "10.0.1.254", "commands":[["arp -d 10.0.1.254"],["arp -s 10.0.1.254 00:00:0a:00:01:FE"]] }, "h3": { "ip": "10.0.2.1/24", "gw": "10.0.2.254" } }, "switches": { "s1": { "cli_input": "cmd1.txt", "program": "mac_forward.p4" }, "s2": { "cli_input": "cmd2.txt", "program": "ip_forward.p4" } } } } ``` `cmd1.txt` ``` table_add mac_forward forward 00:00:0a:00:01:01 => 1 table_add mac_forward forward 00:00:0a:00:01:02 => 2 table_add mac_forward forward 00:00:0a:00:01:FE => 3 ``` `cmd2.txt` ``` table_add ipv4_lpm set_nhop 10.0.1.1/32 => 00:00:0a:00:01:01 1 table_add ipv4_lpm set_nhop 10.0.1.2/32 => 00:00:0a:00:01:02 1 table_add ipv4_lpm set_nhop 10.0.2.1/32 => 00:00:0a:00:02:01 2 ``` `p4run` ![](https://i.imgur.com/Tijd9jH.jpg) --- ## Register ![](https://i.imgur.com/OVpwK0O.jpg) `ip_forwarding.p4`: ``` #include <core.p4> #include <v1model.p4> typedef bit<48> macAddr_t; typedef bit<9> egressSpec_t; header ethernet_t { bit<48> dstAddr; bit<48> srcAddr; bit<16> etherType; } header ipv4_t { bit<4> version; bit<4> ihl; bit<8> diffserv; bit<16> totalLen; bit<16> identification; bit<3> flags; bit<13> fragOffset; bit<8> ttl; bit<8> protocol; bit<16> hdrChecksum; bit<32> srcAddr; bit<32> dstAddr; } struct metadata { } struct headers { @name(".ethernet") ethernet_t ethernet; @name(".ipv4") ipv4_t ipv4; } parser ParserImpl(packet_in packet, out headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".parse_ethernet") state parse_ethernet { packet.extract(hdr.ethernet); transition select(hdr.ethernet.etherType) { 16w0x800: parse_ipv4; default: accept; } } @name(".parse_ipv4") state parse_ipv4 { packet.extract(hdr.ipv4); transition accept; } @name(".start") state start { transition parse_ethernet; } } control egress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { register<bit<32>>(15) qdepth; apply { qdepth.write((bit<32>)standard_metadata.egress_port, (bit<32>)standard_metadata.deq_qdepth); } } control ingress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".set_nhop") action set_nhop(macAddr_t dstAddr, egressSpec_t port) { //set the src mac address as the previous dst, this is not correct right? hdr.ethernet.srcAddr = hdr.ethernet.dstAddr; //set the destination mac address that we got from the match in the table hdr.ethernet.dstAddr = dstAddr; //set the output port that we also get from the table standard_metadata.egress_spec = port; //decrease ttl by 1 hdr.ipv4.ttl = hdr.ipv4.ttl - 1; } @name("._drop") action _drop() { mark_to_drop(standard_metadata); } @name(".ipv4_lpm") table ipv4_lpm { actions = { set_nhop; _drop; } key = { hdr.ipv4.dstAddr: lpm; } size = 512; const default_action = _drop(); } apply { ipv4_lpm.apply(); } } control DeparserImpl(packet_out packet, in headers hdr) { apply { packet.emit(hdr.ethernet); packet.emit(hdr.ipv4); } } control verifyChecksum(inout headers hdr, inout metadata meta) { apply { verify_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } control computeChecksum(inout headers hdr, inout metadata meta) { apply { update_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } V1Switch(ParserImpl(), verifyChecksum(), ingress(), egress(), computeChecksum(), DeparserImpl()) main; ``` `cmd.txt`: ``` set_queue_depth 50 set_queue_rate 1000 table_add ipv4_lpm set_nhop 10.0.1.1/32 => 00:00:0a:00:01:01 1 table_add ipv4_lpm set_nhop 10.0.2.1/32 => 00:00:0a:00:02:01 2 ``` `monitor_qlens1h2.sh`: ``` #!/bin/bash CLI_PATH=/usr/local/bin/simple_switch_CLI #get current unix time in milliseconds prev_time=`date +%s%N | cut -b1-13` while true; do qlen=`echo register_read qdepth 2 | $CLI_PATH --thrift-port 9090 | grep qdepth | awk '{print $3}'` now=`date +%s%N | cut -b1-13` time=$(echo "scale=2; ($now - $prev_time) / 1000.0"| bc -l) echo $time $qlen sleep 0.1 done ``` ![](https://i.imgur.com/PNB5Y0E.png) --- ## Counter ![](https://i.imgur.com/KX646va.jpg) `ip_forwarding.p4`: ``` #include <core.p4> #include <v1model.p4> typedef bit<48> macAddr_t; typedef bit<9> egressSpec_t; const bit<4> MAX_PORT = 15; header ethernet_t { bit<48> dstAddr; bit<48> srcAddr; bit<16> etherType; } header ipv4_t { bit<4> version; bit<4> ihl; bit<8> diffserv; bit<16> totalLen; bit<16> identification; bit<3> flags; bit<13> fragOffset; bit<8> ttl; bit<8> protocol; bit<16> hdrChecksum; bit<32> srcAddr; bit<32> dstAddr; } struct metadata { } struct headers { @name(".ethernet") ethernet_t ethernet; @name(".ipv4") ipv4_t ipv4; } parser ParserImpl(packet_in packet, out headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".parse_ethernet") state parse_ethernet { packet.extract(hdr.ethernet); transition select(hdr.ethernet.etherType) { 16w0x800: parse_ipv4; default: accept; } } @name(".parse_ipv4") state parse_ipv4 { packet.extract(hdr.ipv4); transition accept; } @name(".start") state start { transition parse_ethernet; } } control egress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { counter((bit<32>)MAX_PORT, CounterType.bytes) egressPortCounter; apply { egressPortCounter.count((bit<32>)standard_metadata.egress_port); } } control ingress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".set_nhop") action set_nhop(macAddr_t dstAddr, egressSpec_t port) { //set the src mac address as the previous dst, this is not correct right? hdr.ethernet.srcAddr = hdr.ethernet.dstAddr; //set the destination mac address that we got from the match in the table hdr.ethernet.dstAddr = dstAddr; //set the output port that we also get from the table standard_metadata.egress_spec = port; //decrease ttl by 1 hdr.ipv4.ttl = hdr.ipv4.ttl - 1; } @name("._drop") action _drop() { mark_to_drop(standard_metadata); } @name(".ipv4_lpm") table ipv4_lpm { actions = { set_nhop; _drop; } key = { hdr.ipv4.dstAddr: lpm; } size = 512; const default_action = _drop(); } apply { ipv4_lpm.apply(); } } control DeparserImpl(packet_out packet, in headers hdr) { apply { packet.emit(hdr.ethernet); packet.emit(hdr.ipv4); } } control verifyChecksum(inout headers hdr, inout metadata meta) { apply { verify_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } control computeChecksum(inout headers hdr, inout metadata meta) { apply { update_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } V1Switch(ParserImpl(), verifyChecksum(), ingress(), egress(), computeChecksum(), DeparserImpl()) main; ``` `monitor_s1h2bw.sh`: ``` #!/bin/bash CLI_PATH=/usr/local/bin/simple_switch_CLI bytes_s1h2=0 pre_bytes_s1h2=0 #get current unix time in milliseconds prev_time=`date +%s%N | cut -b1-13` while true; do bytes_s1h2=`echo counter_read egressPortCounter 2 | $CLI_PATH --thrift-port 9090 | grep egressPortCounter | tr '=' ' ' | tr ')' ' ' | awk '{print $6}'` now=`date +%s%N | cut -b1-13` if [ ! $pre_bytes_s1h2 -eq 0 ];then thr=`echo "scale=2;($bytes_s1h2-$pre_bytes_s1h2) * 8.0 / ($now-$pre_time)" | bc -l` echo "BW consumption (s1-h2):" $thr "kbps" fi pre_bytes_s1h2=$bytes_s1h2 pre_time=$now sleep 1 done ``` ![](https://i.imgur.com/Gx6uhXU.png) --- ### HomeWork-2 ![](https://i.imgur.com/7UTze78.png) `p4app.json`: ``` { "program": "ip_forward.p4", "switch": "simple_switch", "compiler": "p4c", "options": "--target bmv2 --arch v1model --std p4-16", "switch_cli": "simple_switch_CLI", "cli": true, "pcap_dump": false, "enable_log": false, "topo_module": { "file_path": "", "module_name": "p4utils.mininetlib.apptopo", "object_name": "AppTopoStrategies" }, "controller_module": null, "topodb_module": { "file_path": "", "module_name": "p4utils.utils.topology", "object_name": "Topology" }, "mininet_module": { "file_path": "", "module_name": "p4utils.mininetlib.p4net", "object_name": "P4Mininet" }, "topology": { "assignment_strategy": "manual", "auto_arp_tables": "true", "auto_gw_arp": "true", "links": [["h1", "s1"], ["h2", "s1"], ["h3", "s2"], ["h4", "s2"], ["h5", "s3"], ["h6", "s3"], ["s1", "s2"], ["s1", "s3"], ["s2", "s3"]], "hosts": { "h1": { "ip": "10.0.1.1/24", "gw": "10.0.1.254" }, "h2": { "ip": "10.0.1.2/24", "gw": "10.0.1.254" }, "h3": { "ip": "10.0.2.1/24", "gw": "10.0.2.254" }, "h4": { "ip": "10.0.2.2/24", "gw": "10.0.2.254" }, "h5": { "ip": "10.0.3.1/24", "gw": "10.0.3.254" }, "h6": { "ip": "10.0.3.2/24", "gw": "10.0.3.254" } }, "switches": { "s1": { "cli_input": "cmd1.txt", "program": "ip_forward.p4" }, "s2": { "cli_input": "cmd2.txt", "program": "ip_forward.p4" }, "s3": { "cli_input": "cmd3.txt", "program": "ip_forward.p4" } } } } ``` `ip_forwarding.p4` ``` #include <core.p4> #include <v1model.p4> typedef bit<48> macAddr_t; typedef bit<9> egressSpec_t; const bit<4> MAX_PORT = 15; header ethernet_t { bit<48> dstAddr; bit<48> srcAddr; bit<16> etherType; } header ipv4_t { bit<4> version; bit<4> ihl; bit<8> diffserv; bit<16> totalLen; bit<16> identification; bit<3> flags; bit<13> fragOffset; bit<8> ttl; bit<8> protocol; bit<16> hdrChecksum; bit<32> srcAddr; bit<32> dstAddr; } struct metadata { } struct headers { @name(".ethernet") ethernet_t ethernet; @name(".ipv4") ipv4_t ipv4; } parser ParserImpl(packet_in packet, out headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".parse_ethernet") state parse_ethernet { packet.extract(hdr.ethernet); transition select(hdr.ethernet.etherType) { 16w0x800: parse_ipv4; default: accept; } } @name(".parse_ipv4") state parse_ipv4 { packet.extract(hdr.ipv4); transition accept; } @name(".start") state start { transition parse_ethernet; } } control egress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { counter((bit<32>)MAX_PORT, CounterType.bytes) egressPortCounter; apply { egressPortCounter.count((bit<32>)standard_metadata.egress_port); } } control ingress(inout headers hdr, inout metadata meta, inout standard_metadata_t standard_metadata) { @name(".set_nhop") action set_nhop(macAddr_t dstAddr, egressSpec_t port) { //set the src mac address as the previous dst, this is not correct right? hdr.ethernet.srcAddr = hdr.ethernet.dstAddr; //set the destination mac address that we got from the match in the table hdr.ethernet.dstAddr = dstAddr; //set the output port that we also get from the table standard_metadata.egress_spec = port; //decrease ttl by 1 hdr.ipv4.ttl = hdr.ipv4.ttl - 1; } @name("._drop") action _drop() { mark_to_drop(standard_metadata); } @name(".ipv4_lpm") table ipv4_lpm { actions = { set_nhop; _drop; } key = { hdr.ipv4.dstAddr: lpm; } size = 512; const default_action = _drop(); } apply { ipv4_lpm.apply(); } } control DeparserImpl(packet_out packet, in headers hdr) { apply { packet.emit(hdr.ethernet); packet.emit(hdr.ipv4); } } control verifyChecksum(inout headers hdr, inout metadata meta) { apply { verify_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } control computeChecksum(inout headers hdr, inout metadata meta) { apply { update_checksum(true, { hdr.ipv4.version, hdr.ipv4.ihl, hdr.ipv4.diffserv, hdr.ipv4.totalLen, hdr.ipv4.identification, hdr.ipv4.flags, hdr.ipv4.fragOffset, hdr.ipv4.ttl, hdr.ipv4.protocol, hdr.ipv4.srcAddr, hdr.ipv4.dstAddr }, hdr.ipv4.hdrChecksum, HashAlgorithm.csum16); } } V1Switch(ParserImpl(), verifyChecksum(), ingress(), egress(), computeChecksum(), DeparserImpl()) main; ``` `cmd1.txt`: ``` table_add ipv4_lpm set_nhop 10.0.1.1/32 => 00:00:0a:00:01:01 1 table_add ipv4_lpm set_nhop 10.0.1.2/32 => 00:00:0a:00:01:02 2 table_add ipv4_lpm set_nhop 10.0.2.1/32 => 00:00:0a:00:02:01 3 table_add ipv4_lpm set_nhop 10.0.2.2/32 => 00:00:0a:00:02:02 3 table_add ipv4_lpm set_nhop 10.0.3.1/32 => 00:00:0a:00:03:01 4 table_add ipv4_lpm set_nhop 10.0.3.2/32 => 00:00:0a:00:03:02 4 ``` `cmd2.txt`: ``` table_add ipv4_lpm set_nhop 10.0.1.1/32 => 00:00:0a:00:01:01 3 table_add ipv4_lpm set_nhop 10.0.1.2/32 => 00:00:0a:00:01:02 3 table_add ipv4_lpm set_nhop 10.0.2.1/32 => 00:00:0a:00:02:01 1 table_add ipv4_lpm set_nhop 10.0.2.2/32 => 00:00:0a:00:02:02 2 table_add ipv4_lpm set_nhop 10.0.3.1/32 => 00:00:0a:00:03:01 4 table_add ipv4_lpm set_nhop 10.0.3.2/32 => 00:00:0a:00:03:02 4 ``` `cmd3.txt`: ``` table_add ipv4_lpm set_nhop 10.0.1.1/32 => 00:00:0a:00:01:01 3 table_add ipv4_lpm set_nhop 10.0.1.2/32 => 00:00:0a:00:01:02 3 table_add ipv4_lpm set_nhop 10.0.2.1/32 => 00:00:0a:00:02:01 4 table_add ipv4_lpm set_nhop 10.0.2.2/32 => 00:00:0a:00:02:02 4 table_add ipv4_lpm set_nhop 10.0.3.1/32 => 00:00:0a:00:03:01 1 table_add ipv4_lpm set_nhop 10.0.3.2/32 => 00:00:0a:00:03:02 2 ``` `monitor_bw.sh`: ``` #!/bin/bash CLI_PATH=/usr/local/bin/simple_switch_CLI bytes_s1s2=0 pre_bytes_s1s2=0 bytes_s2s3=0 pre_bytes_s2s3=0 bytes_s1s3=0 pre_bytes_s1s3=0 #get current unix time in milliseconds prev_time=`date +%s%N | cut -b1-13` while true; do bytes_s1s2=`echo counter_read egressPortCounter 3 | $CLI_PATH --thrift-port 9090 | grep egressPortCounter | tr '=' ' ' | tr ')' ' ' | awk '{print $6}'` bytes_s2s3=`echo counter_read egressPortCounter 4 | $CLI_PATH --thrift-port 9091 | grep egressPortCounter | tr '=' ' ' | tr ')' ' ' | awk '{print $6}'` bytes_s1s3=`echo counter_read egressPortCounter 2 | $CLI_PATH --thrift-port 9090 | grep egressPortCounter | tr '=' ' ' | tr ')' ' ' | awk '{print $6}'` now=`date +%s%N | cut -b1-13` if [ ! $pre_bytes_s1s2 -eq 0 ];then thr=`echo "scale=2;($bytes_s1s2-$pre_bytes_s1s2) * 8.0 / ($now-$pre_time)" | bc -l` echo "BW consumption (s1-s2):" $thr "kbps" fi if [ ! $pre_bytes_s2s3 -eq 0 ];then thr=`echo "scale=2;($bytes_s2s3-$pre_bytes_s2s3) * 8.0 / ($now-$pre_time)" | bc -l` echo "BW consumption (s2-s3):" $thr "kbps" fi if [ ! $pre_bytes_s1s3 -eq 0 ];then thr=`echo "scale=2;($bytes_s1s3-$pre_bytes_s1s3) * 8.0 / ($now-$pre_time)" | bc -l` echo "BW consumption (s1-s3):" $thr "kbps" fi pre_bytes_s1s2=$bytes_s1s2 pre_bytes_s2s3=$bytes_s2s3 pre_bytes_s1s3=$bytes_s1s3 pre_time=$now sleep 1 done ``` ![](https://i.imgur.com/vwo9Xzz.png) ---![](https://i.imgur.com/zdvAxQQ.png) ## Reference 1. https://www.dropbox.com/sh/9qzkarvkwehgn9q/AAC7bRd4iRZGzjY2CNrzRALVa/p4-utils-example/monitor_qlen?dl=0&subfolder_nav_tracking=1 2. https://www.dropbox.com/sh/9qzkarvkwehgn9q/AAAbkvWk1ncN-VTVC2nESmnva/p4-utils-example/monitor_linkbw?dl=0&subfolder_nav_tracking=1 3. https://firebasestorage.googleapis.com/v0/b/gitbook-28427.appspot.com/o/assets%2F-MU7EdDCmxVnXY6VZf4s%2F-MbhgN_2rlw0NOQ5gjQo%2F-Mbhgax8c08-AhQiYYSw%2F2p4.tar.gz?alt=media&token=841c33f6-e286-43d7-b683-25d0747a304b