Hi everyone,
I'm working on a project that requires the use of Elastic + Packetbeat for network traffic statistics. I have set up my environment with Elastic, Packetbeat, and Kibana all installed on a single virtual machine, which has been allocated 8 cores and 16GB of RAM.
However, I've noticed that the traffic statistics seem to be inaccurate during my testing phase. I have tried both TCP and UDP, but the traffic statistics displayed in Kibana don't seem to align with my expectations. For generating the network traffic, I'm using TRex. Interestingly, when I send only a single packet, the system can accurately calculate the size of that packet.
I've checked the logs for Packetbeat and haven't found any error or warning messages. I also examined libbeat.pipeline.events.dropped and verified that no packets have been dropped.
Below are the results from TRex:
==================
interface sum
==================
---------------
port : 0
------------
opackets : 60000
obytes : 9120000
ipackets : 9
ibytes : 576
Tx : 79.49 Kbps
port : 1
------------
opackets : 0
obytes : 0
ipackets : 60009
ibytes : 9120576
Tx : 0.00 bps
Cpu Utilization : 0.3 % 0.1 Gb/core
Platform_factor : 1.0
Total-Tx : 79.49 Kbps
Total-Rx : 79.49 Kbps
Total-PPS : 65.37 pps
Total-CPS : 65.45 cps
Expected-PPS : 100.00 pps
Expected-CPS : 100.00 cps
Expected-BPS : 121.60 Kbps
Active-flows : 0 Clients : 511 Socket-util : 0.0000 %
Open-flows : 60000 Servers : 255 Socket : 0 Socket/Clients : 0.0
drop-rate : 0.00 bps
==================
==================
interface sum
==================
------------------------
per core stats core id : 1
------------------------
------------------------
per core per if stats id : 1
------------------------
port 0, queue id :0 - client
----------------------------
port 1, queue id :0 - server
----------------------------
==================
generators
==================
normal
-------------
min_delta : 10 usec
cnt : 0
high_cnt : 0
max_d_time : 0 usec
sliding_average : 0 usec
precent : -nan %
histogram
-----------
m_total_bytes : 8.70 Mbytes
m_total_pkt : 60.00 Kpkt
m_total_open_flows : 60.00 Kflows
m_total_pkt : 60000
m_total_open_flows : 60000
m_total_close_flows : 60000
m_total_bytes : 9120000
---------------
port : 0
------------
opackets : 60000
obytes : 9120000
ipackets : 9
ibytes : 576
Tx : 79.49 Kbps
port : 1
------------
opackets : 0
obytes : 0
ipackets : 60009
ibytes : 9120576
Tx : 0.00 bps
Cpu Utilization : 0.3 % 0.1 Gb/core
Platform_factor : 1.0
Total-Tx : 79.49 Kbps
Total-Rx : 79.49 Kbps
Total-PPS : 65.37 pps
Total-CPS : 65.45 cps
Expected-PPS : 100.00 pps
Expected-CPS : 100.00 cps
Expected-BPS : 121.60 Kbps
Active-flows : 0 Clients : 511 Socket-util : 0.0000 %
Open-flows : 60000 Servers : 255 Socket : 0 Socket/Clients : 0.0
drop-rate : 0.00 bps
summary stats
--------------
Total-pkt-drop : 0 pkts
Total-tx-bytes : 9120000 bytes
Total-tx-sw-bytes : 0 bytes
Total-rx-bytes : 9121152 byte
Total-tx-pkt : 60000 pkts
Total-rx-pkt : 60018 pkts
Total-sw-tx-pkt : 0 pkts
Total-sw-err : 0 pkts
Total ARP sent : 4 pkts
Total ARP received : 4 pkts
Here are the corresponding results in Kibana:
Here is my Packetbeat configuration file:
#################### Packetbeat Configuration Example #########################
# This file is an example configuration file highlighting only the most common
# options. The packetbeat.reference.yml file from the same directory contains all the
# supported options with more comments. You can use it as a reference.
#
# You can find the full configuration reference here:
# https://www.elastic.co/guide/en/beats/packetbeat/index.html
# =============================== Network device ===============================
# Select the network interface to sniff the data. On Linux, you can use the
# "any" keyword to sniff on all connected interfaces. On all platforms, you
# can use "default_route", "default_route_ipv4" or "default_route_ipv6"
# to sniff on the device carrying the default route. If you wish to sniff
# on multiple network interfaces you may specify an array of distinct interfaces
# as a YAML array with each device's configuration specified individually.
# Each device may only appear once in the array of interfaces.
#
# packetbeat.interfaces:
# - device: en0
# internal_networks:
# - private
# - device: en1
# internal_networks:
# - private
#
packetbeat.interfaces.device: ens192
# Specify the amount of time between polling for changes in the default
# route. This option is only used when one of the default route devices
# is specified.
packetbeat.interfaces.poll_default_route: 1m
# The network CIDR blocks that are considered "internal" networks for
# the purpose of network perimeter boundary classification. The valid
# values for internal_networks are the same as those that can be used
# with processor network conditions.
#
# For a list of available values see:
# https://www.elastic.co/guide/en/beats/packetbeat/current/defining-processors.html#condition-network
packetbeat.interfaces.internal_networks:
- private
# =================================== Flows ====================================
# Set `enabled: false` or comment out all options to disable flows reporting.
packetbeat.flows:
# Set network flow timeout. Flow is killed if no packet is received before being
# timed out.
timeout: 30s
# Configure reporting period. If set to -1s, only killed flows will be reported
period: 10s
# =========================== Transaction protocols ============================
packetbeat.protocols:
- type: icmp
# Enable ICMPv4 and ICMPv6 monitoring. The default is true.
enabled: true
- type: amqp
# Configure the ports where to listen for AMQP traffic. You can disable
# the AMQP protocol by commenting out the list of ports.
ports: [5672]
- type: cassandra
# Configure the ports where to listen for Cassandra traffic. You can disable
# the Cassandra protocol by commenting out the list of ports.
ports: [9042]
- type: dhcpv4
# Configure the DHCP for IPv4 ports.
ports: [67, 68]
- type: dns
# Configure the ports where to listen for DNS traffic. You can disable
# the DNS protocol by commenting out the list of ports.
ports: [53]
- type: http
# Configure the ports where to listen for HTTP traffic. You can disable
# the HTTP protocol by commenting out the list of ports.
ports: [80, 8080, 8000, 5000, 8002]
- type: memcache
# Configure the ports where to listen for memcache traffic. You can disable
# the Memcache protocol by commenting out the list of ports.
ports: [11211]
- type: mysql
# Configure the ports where to listen for MySQL traffic. You can disable
# the MySQL protocol by commenting out the list of ports.
ports: [3306,3307]
- type: pgsql
# Configure the ports where to listen for Pgsql traffic. You can disable
# the Pgsql protocol by commenting out the list of ports.
ports: [5432]
- type: redis
# Configure the ports where to listen for Redis traffic. You can disable
# the Redis protocol by commenting out the list of ports.
ports: [6379]
- type: thrift
# Configure the ports where to listen for Thrift-RPC traffic. You can disable
# the Thrift-RPC protocol by commenting out the list of ports.
ports: [9090]
- type: mongodb
# Configure the ports where to listen for MongoDB traffic. You can disable
# the MongoDB protocol by commenting out the list of ports.
ports: [27017]
- type: nfs
# Configure the ports where to listen for NFS traffic. You can disable
# the NFS protocol by commenting out the list of ports.
ports: [2049]
- type: tls
# Configure the ports where to listen for TLS traffic. You can disable
# the TLS protocol by commenting out the list of ports.
ports:
- 443 # HTTPS
- 993 # IMAPS
- 995 # POP3S
- 5223 # XMPP over SSL
- 8443
- 8883 # Secure MQTT
- 9243 # Elasticsearch
- type: sip
# Configure the ports where to listen for SIP traffic. You can disable
# the SIP protocol by commenting out the list of ports.
ports: [5060]
# You can monitor tcp SIP traffic by setting the transport_protocol option
# to tcp, it defaults to udp.
#transport_protocol: tcp
# ======================= Elasticsearch template setting =======================
setup.template.settings:
index.number_of_shards: 1
#index.codec: best_compression
#_source.enabled: false
# ================================== General ===================================
# The name of the shipper that publishes the network data. It can be used to group
# all the transactions sent by a single shipper in the web interface.
#name:
# A list of tags to include in every event. In the default configuration file
# the forwarded tag causes Packetbeat to not add any host fields. If you are
# monitoring a network tap or mirror port then add the forwarded tag.
#tags: [forwarded]
# Optional fields that you can specify to add additional information to the
# output.
#fields:
# env: staging
# ================================= Dashboards =================================
# These settings control loading the sample dashboards to the Kibana index. Loading
# the dashboards is disabled by default and can be enabled either by setting the
# options here or by using the `setup` command.
#setup.dashboards.enabled: false
# The URL from where to download the dashboards archive. By default this URL
# has a value which is computed based on the Beat name and version. For released
# versions, this URL points to the dashboard archive on the artifacts.elastic.co
# website.
#setup.dashboards.url:
# =================================== Kibana ===================================
# Starting with Beats version 6.0.0, the dashboards are loaded via the Kibana API.
# This requires a Kibana endpoint configuration.
setup.kibana:
# Kibana Host
# Scheme and port can be left out and will be set to the default (http and 5601)
# In case you specify and additional path, the scheme is required: http://localhost:5601/path
# IPv6 addresses should always be defined as: https://[2001:db8::1]:5601
host: "localhost:5601"
#username: "elastic"
#password: "yesee@2412"
# Kibana Space ID
# ID of the Kibana Space into which the dashboards should be loaded. By default,
# the Default Space will be used.
#space.id:
# =============================== Elastic Cloud ================================
# These settings simplify using Packetbeat with the Elastic Cloud (https://cloud.elastic.co/).
# The cloud.id setting overwrites the `output.elasticsearch.hosts` and
# `setup.kibana.host` options.
# You can find the `cloud.id` in the Elastic Cloud web UI.
#cloud.id:
# The cloud.auth setting overwrites the `output.elasticsearch.username` and
# `output.elasticsearch.password` settings. The format is `<user>:<pass>`.
#cloud.auth:
# ================================== Outputs ===================================
# Configure what output to use when sending the data collected by the beat.
# ---------------------------- Elasticsearch Output ----------------------------
output.elasticsearch:
# Array of hosts to connect to.
hosts: ["localhost:9200"]
pipeline: geoip-info
# Protocol - either `http` (default) or `https`.
protocol: "https"
# Authentication credentials - either API key or username/password.
#api_key: "id:api_key"
username: "elastic"
password: "123456789"
ssl.verification_mode: "none"
# ------------------------------ Logstash Output -------------------------------
#output.logstash:
# The Logstash hosts
#hosts: ["localhost:5044"]
# Optional SSL. By default is off.
# List of root certificates for HTTPS server verifications
#ssl.certificate_authorities: ["/etc/pki/root/ca.pem"]
# Certificate for SSL client authentication
#ssl.certificate: "/etc/pki/client/cert.pem"
# Client Certificate Key
#ssl.key: "/etc/pki/client/cert.key"
# ================================= Processors =================================
processors:
- # Add forwarded to tags when processing data from a network tap or mirror.
if.contains.tags: forwarded
then:
- drop_fields:
fields: [host]
else:
- add_host_metadata: ~
- add_cloud_metadata: ~
- add_docker_metadata: ~
- detect_mime_type:
field: http.request.body.content
target: http.request.mime_type
- detect_mime_type:
field: http.response.body.content
target: http.response.mime_type
# ================================== Logging ===================================
# Sets log level. The default log level is info.
# Available log levels are: error, warning, info, debug
#logging.level: debug
logging.level: info
logging.to_files: true
logging.files:
path: /var/log/packetbeat
name: packetbeat.log
keepfiles: 7
permissions: 0644
# At debug level, you can selectively enable logging only for some components.
# To enable all selectors use ["*"]. Examples of other selectors are "beat",
# "publisher", "service".
#logging.selectors: ["*"]
# ============================= X-Pack Monitoring ==============================
# Packetbeat can export internal metrics to a central Elasticsearch monitoring
# cluster. This requires xpack monitoring to be enabled in Elasticsearch. The
# reporting is disabled by default.
# Set to true to enable the monitoring reporter.
#monitoring.enabled: false
# Sets the UUID of the Elasticsearch cluster under which monitoring data for this
# Packetbeat instance will appear in the Stack Monitoring UI. If output.elasticsearch
# is enabled, the UUID is derived from the Elasticsearch cluster referenced by output.elasticsearch.
#monitoring.cluster_uuid:
# Uncomment to send the metrics to Elasticsearch. Most settings from the
# Elasticsearch output are accepted here as well.
# Note that the settings should point to your Elasticsearch *monitoring* cluster.
# Any setting that is not set is automatically inherited from the Elasticsearch
# output configuration, so if you have the Elasticsearch output configured such
# that it is pointing to your Elasticsearch monitoring cluster, you can simply
# uncomment the following line.
#monitoring.elasticsearch:
# ============================== Instrumentation ===============================
# Instrumentation support for the packetbeat.
#instrumentation:
# Set to true to enable instrumentation of packetbeat.
#enabled: false
# Environment in which packetbeat is running on (eg: staging, production, etc.)
#environment: ""
# APM Server hosts to report instrumentation results to.
#hosts:
# - http://localhost:8200
# API Key for the APM Server(s).
# If api_key is set then secret_token will be ignored.
#api_key:
# Secret token for the APM Server(s).
#secret_token:
# ================================= Migration ==================================
# This allows to enable 6.7 migration aliases
#migration.6_to_7.enabled: true
http:
enabled: true
host: localhost
port: 5066
transaction_max_spans: 5000
From my observations, I expected to see traffic statistics around 8 or 9 MB in Kibana. However, the figures displayed in Kibana significantly exceed this expectation, and I'm quite certain there's no other traffic. If anyone could help identify areas that I might have missed or need to check, your assistance would be greatly appreciated. Thank you!