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Packet Clearing House
Visualizing a global DNS
network with open-source
tools
Ashley Jones
Packet Clearing House
APRICOT 2018
Kathmandu, Nepal
pch.net/OSSViz
Packet Clearing House
Who are we?
The international, non-profit organization
responsible for providing operational support and
security to critical Internet infrastructure, including
Internet exchange points and the core of the
domain name system.
Packet Clearing House
Problem Statement:
“How can PCH improve
statistics for DNS services
we host?”
Packet Clearing House
Stats are from fake “.aj” TLD
Packet Clearing House
Packet Clearing House
This space
intentionally blank
because PCH has
no graphs right now ;)
Packet Clearing House
Packet Clearing House
PCH ccTLD DNS Service
● 130+ PoPs ● Anycast
Packet Clearing House
PCH ccTLD DNS Service
● 109 ccTLDs served
Packet Clearing House
DNS Node Technology
● VMware ESXi on Cisco hardware
● Multiple VMs running BIND & NSD
● Public Anycast IPs
Packet Clearing House
DNS Network Topology
Packet Clearing House
DNS Network Topology
Packet Clearing House
Existing Process
1. Distill pcap at the node with java
2. Push distilled pcaps to master
3. 2nd java app cooks pcaps into a MySQL row
4. Avoid slow DB inserts via table/day with ~20M
rows of zones/city/10min (No full zones queried
stored, only customer ccTLD)
1.1 1.2 1.3 1.4
Packet Clearing House
Problems with Existing Stats
● Slow to view/download (30+ seconds)
● 10 minute granularity
● Only tabular
● Static HTML
Packet Clearing House
Problem Statement
“How can PCH improve statistics for DNS
services we host?”
● Customer facing:
– Graphs & maps
– Near real time
– Load instantly
– Interactive
– Downloadable/exportable
Packet Clearing House
Problem Statement
“How can PCH improve statistics for DNS
services we host?”
● Server side:
– Speed up parsing of pcap
– Speed up DB reads/writes
– Ease aggregating data to day week month→ → →
year
Packet Clearing House
Solution?
Packet Clearing House
Open Source!*
1. Distill pcap at the node with java
2. Push distilled pcaps to master
3. DNSAuth – PCH Go App for cooking pcaps to
TSDB faster
4. InfluxDB – TSDB to archive data
1.1 1.2 1.3 1.4
DNSAuth InfluxDB
Packet Clearing House
DNSAuth
● Originally written by PCH for Quad9
● Parse DNS stats as fast as possible
● Written in Go
Packet Clearing House
InfluxDB
● Existing, Mature TSDB
● SDKs for PHP et al.
● FAST!
● Auto aggregating archives to reduce storage
demands
Packet Clearing House
c3
● A D3-based reusable chart library
● Easy to integrate with our PHP app
● Easy to feed real time data from InfluxDB
● Mobile friendly rendering
Packet Clearing House
MapTable
● Written by PCH for IXP Directory
● Easy maps from CSV or JSON
● Customizable including virtual columns &
calculated values
● Zoomable, filterable & downloadable.
● Real time filters update map and table in .
Packet Clearing House
Demo!
(or stills in case it fails ;)
Packet Clearing House
Next Steps
● Query Graphs (A, NS, CNAME etc.)
● Response Graphs (NOERROR, NXDOMAIN, &
SERVFAIL)
● Easier filtering by domains on ccTLD (eg gov.aj
vs com.aj)
Packet Clearing House
Thanks!
Ashley Jones
mrjones@pch.net
pch.net/OSSViz
Packet Clearing House
URLs
● DNSAuth: github.com/Packet-Clearing-
House/DNSAuth
● InfluxDB: github.com/influxdata/InfluxDB
● C3: github.com/c3js/c3
● MapTable: github.com/Packet-Clearing-
House/MapTable
● Faux-Logs: https://github.com/Packet-Clearing-
House/Faux-Logs
Packet Clearing House
DNSAuth Distilled pcap
R 10.0.2.1 10.0.1.2 0 0 15 foo.com. 582 0
R – Query or response
10.0.2.1 – Client IP
10.0.1.2 – Server IP
0 – 0 = UDP, 1 = TCP
0 – Operation code 0=Query, 4=Notify, 5=Update, etc.
15 – Query Type; 1=A, 2=NS, 5=CNAME etc
foo.com. – zone being queried
582 – packet size in bytes
0 – Response 0=NOERROR, 3=NXDOMAIN, 2=SERVFAIL,
etc.
Packet Clearing House
Screenshots in
case of demo fail
Packet Clearing House
Packet Clearing House
Packet Clearing House
Packet Clearing House
MapTable - Filter
Packet Clearing House
Packet Clearing House
Packet Clearing House
Packet Clearing House
Psuedo &
Sample Code
Packet Clearing House
MapTable
<div id='vizContainer'></div>
<script src="d3.min.js"></script> 
<script src="topojson.min.js"></script> 
<script src="maptable.min.js"></script>
<script>
var viz = d3.maptable('#vizContainer')
 .csv('/api/dns_stats.csv?tld=aj')
 .map({path:'/maps/world110m.json'})
 .filters()
 .table() 
 .render();
</script>
Packet Clearing House
InfluxDB
$client = new IfDBClient($host, 
$port);
$db = IfDBClient::fromDSN(sprintf(
  'influxdb://user:pass@%s:%s/%s',
  $host, $port, $dbname));
$client = $database­>getClient();
Packet Clearing House
InfluxDB
$result = $db­>getQueryBuilder()
­>select('tcp_count, udp_count, 
etc')
  ­>from('dns_stats')
  ­>where(["tld = 'aj'"])
  ­>getPoints();
Packet Clearing House
DNSAuth
cp mon­01.sample.net_2017­10­17.17­07.dmp.gz 
/dnsauth/ingest
sudo ./go/bin/DNSAuth ­c dnsauth/DNSAuth/dnsauth.toml 
2017/12/12 06:55:46 Loading config file…
2017/12/12 06:55:46 OK!
2017/12/12 06:55:46 Getting customer list from 
postgres…
2017/12/12 06:55:46 OK!
2017/12/12 06:56:16 Processed dump [mon­01](2017­10­
17 17:07:00 +0000 UTC ­ 2017­10­17 17:10:00.215724 
+0000 UTC): 833 lines in (2.876312ms) seconds!
Packet Clearing House
c3
var chart = c3.generate({
   bindto: '#chart',
   data: {
      order: 'desc', 
      columns: [ ['SET1',...],],
      types: {'SET1': 'area',... },
      groups: [['SET1',...]],
   },
   axis: {
      X: {
         type: 'category',
         Categories: [ X_LABELS_HERE],
      },},});
Packet Clearing House
c3
data: {
   order: 'desc', 
   columns: [ 
      ['Kathmandu',27,25,29,30,21,25,27]
      ['Ashburn',12,13,16,14,10,11,12,10]
   ,],
   Types: {
      'Kathmandu': 'area', 'Ashburn': 'area', 
   },
   Groups: [
      'Kathmandu', 'Ashburn',
   ],
},
Packet Clearing House
c3
axis: {
  X: {
    type: 'category',
    Categories: [ '00:00', '00:20', 
'00:40', '00:50', '01:10',  '01:30', 
'01:40', '02:10', '02:20', '02:40', 
'03:00',],
   },
}

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