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Every	Experience	Matters
An	Anxious	Ops	
Guide	to	Nailing	
Black	Friday
Sponsored	by	DevOps.com
2
Speaker
Nithyanand	Mehta
VP,	Technical	Services	|	Black	Friday	Monitoring	Expert
3
Agenda
• Stats	&	trends
• What	to	look	out	for
• A	step-by-step	
preparation	guide
• Q&A
4
The	Rise	of	Digital
0
1
2
3
4
5
6
7
8
9
Thanksgiving	Day Black	Friday Cyber	Monday
Online	Sales	(Billions)
Axis	Title
2016 2017 2018
$7.9B	
largest	sales	day	in	
US	history
5
The	Rise	of	Digital
Online	Sales	Top	Retailers 3-Day	Cyber	Week Normal	3	day	period
$17.8B
sales	in	2018
8%
Of	total	sales
973%
Higher	than	avg. *eMarketer	Retail	Index
**National	Retail	Federation
6
$97m	/	hour
$1.6m	/	min.
*Gremlin
7
The	Fall	of	In-Store
+51%
+24%
+22%
+41% -4%
-9%
Online	growth
In-Store	growth
2015 2016 2017 2018
8
Shifting	Traffic
9
The	New	Black	Friday	Chaos
10
• $2.4B	the	Wednesday	before	Thanksgiving	
(31.8%	increase)
• Customers	experienced	glitches	and	outages	
• Major	retailers	like	Walmart,	JC	Penney,	and	
Amazon	started	their	Black	Friday	deals	and	
discounts	on	Sunday	before	Thanksgiving
Pre-Thanksgiving	Deals
11
• Smartphones	&	tablets	40%	of	online	sales	
($38.8B)	59%	of	total	traffic	during	holiday	
season,	a	34%	increase.
• Buy	Online	Pick	Up	In-Store	(BOPIS)	
accounted	for	32.3%	of	online	sales	overall	in	
2018.	Cyber	Monday	saw	a	spike	in	BOPIS	of	
65%.
Trends	to	keep	an	eye	on
12
Speed	Matters!
13
• Cloudflare	/	Verizon	BGP	Leak
• Google	Cloud	Platform	outage
• Facebook,	Instagram,	outage
The	internet	is	fragile
14
• Lost	Sales	"Cyberweek"	was	responsible	for	
37%	of	the	holiday	season's	revenue	(+4%)
• Public	media	backlash
• Customer	service	mayhem
What’s	at	stake?
15
Anxious																											Ops
16
>300%
Traffic Increase
>60%
Conversion
Mobile 65%
Devices
Black	Friday	&	Cyber	Monday
Traffic	Patterns	of	2018
Desktop 35%
17
of	delivery	relies	upon	third-party	vendors.
80%
18
0
2,000,000
4,000,000
6,000,000
8,000,000
10,000,000
12,000,000
14,000,000
16,000,000
Google	- GTM Adobe	DTM Tealium
Tag	Management
#	of	Custiomers Black	Friday	Traffic	3x
3rd Party	Traffic	Patterns	before	&	on	Black	Friday	&	Cyber	
Monday
0
200000
400000
600000
800000
1000000
PayPal Stripe Braintree
Payment	Gateway
#	of	Custiomers Black	Friday	Traffic	3x
0
50000
100000
150000
200000
250000
300000
350000
Tealeaf IBM	Coremetrics
Analytics
#	of	Custiomers Black	Friday	Traffic	3x
19
CDN	traffic	patterns	before	&	on	Black	Friday	&	Cyber	Monday
0
500000
1000000
1500000
2000000
2500000
3000000
Cloudflare Amazon	Cloudfront
Cloudflare	&	Cloudfront
#	of	Customers Black	Friday	Traffic	3x
0
50000
100000
150000
200000
250000
Top	CDN	Providers
#	of	Customers Black	Friday	Traffic	3x
20
Common	Black	Friday	Outages
21
Reachability
• Peering	issues
• Congestion
Availability
• DNS	failures
• Connection	
Time	outs
• SSL	failures
• 4xx	&	5xx
• Redirect	
failures
• Subdomains	
availability	
issues
• Key	3rd party	
going	down
• Critical	
Transaction	
Failures
Performance
• DNS	latency
• High	TTFB
• Slow	SSL
• Origin	latency
• Latency	@	
Edge
• Uncompressed	
contents
• Unoptimized	
content
• 3rd party	
delaying	
critical	
rendering	path
Reliability
• Malfunction	
name	servers
• CDN	Mapping	
issues
• Cache	Miss
• Undetected	
slow	end	
points	or	
servers
22
3rd Party	Drags
23
3rd Party	Drags
24
Infrastructure	Outages
25
Traffic	spikes	that	servers	can’t	handle	(503)
26
Introducing	Catchpoint’s	
Black	Friday	Assurance	Program
27CONFIDENTIAL	©	Catchpoint	2019
Who	we	work	with
28
Monitoring	Strategy
29
But	what	and	how	do	you	monitor?
30
Sample	
Ecommerce
Architecture
Detecting	Reachability	
issues
DNS	Failures
DNS	Latency
Edge	Latency
Edge	– Origin	Latency
CDN	mapping	issues
Cache	Miss
Redirect	Loop
Unoptimized	contents
3rd party	downtime
3rd party	latency	creating	
bottleneck
1. Origin	failures
2. Origin	Latency
3. Load	Balancing	
Issues
4. Application	Failures
5. DB	latency	
6. API	latency
7. Critical	User	
Journey	Breakdown
3131
© Catchpoint. Confidential. All rights reserved.
Setup Maintenance
Alerts	TriageTrend	Analysis
Black	Friday	Assurance	Program
32
Here’s	how	it	works
Consultation Implementation	/	
Deployment
24/7/365	
Monitoring	&	
Maintenance
Pre	&	Post	Event	
Analysis
Performance	Audit
33
Define	Goals	
&	Metrics
Continuous
Improvement
Understand	
Components
Measure
Triage
Analyze
Optimize
Implementation
MTTR
Load	Times
34
Define	Goals	
&	Metrics
Implementation
Understand	
Components
Measure
Triage
Analyze
Optimize
Implementation
Load	Times
35
Test	Strategy
This	is	the	first	and	most	important	phase
Scripts:
Website	updates	alter	the	user	flow,	breaking	the	script.	
Alerts:
Broken	scripts	lead	to	false	positives.
Dashboard:
False	positives	create	noise	in	dashboard	data.
Reports:
Data	discrepancy	leads	to	reporting	errors.
Monitoring	Strategy	
Displaced
36
Team	Augmentation
TAP	INTO	CATCHPOINT’S	EXPERTISE
CDN	Monitoring
DNS	Monitoring
Third-Party	SLA	Management
37
Organizational	Challenges
BRIDGE	GAPS	ACROSS	YOUR	TEAM
Streamline	monitoring	efforts	across	
global	teams
Break	into	new	markets
Increase	monitoring	proficiency	&	
expertise
38
Define	Goals	
&	Metrics
Incident	
Response
Understand	
Components
Measure
Triage
Analyze
Optimize
Load	Times
MTTR
39
Incident	Management
MAXIMIZE	OPERATIONAL	EFFICIENCY
Prevent	incidents	and	mitigate	impact	
through	better	root	cause	analysis
Optimize	workflow	across	alerting,	
escalation,	and	remediation
40
24/7	NOC	Environment
STAY	AHEAD	OF	PERFORMANCE	ISSUES
• Track	Performance	Metrics
• DNS
• Response
• Render	Start
• Document	Complete
• Availability	Tracking
• Diagnostic	Issue	Isolation
• Alert	Triage	&	Escalation
41
Shorten	Outages
Playbooks	
Proactive	Tracking
Diagnostic	Issue	Isolation	&	
Escalation
42
SLA	Management
HOLD	YOUR	VENDORS	ACCOUNTABLE
• Set	and	Track	Thresholds
• Ensure	Maximum	Payouts	from	
SLA	Breaches
• DNS
• CDN
• Third-Party	Applications	&	Tags
43
Define	Goals	
&	Metrics
Optimize
Understand	
Components
Measure
Triage
Analyze
Optimize
Load	Times
44
Data	Correlation
FOCUS	ON	WHAT	REALLY	MATTERS
Tie	performance	metrics	to	
business	goals
Understand	component	impact	on	
end-user	experience
45
Optimization	Strategies
GET	INSIGHTS	INTO	SPECIFIC	IMPROVEMENTS
Synthetic	+	RUM	Correlation
Trend	Analysis
KPI	Reporting	&	Tracking
46
Optimization	Initiatives
CONTINUOUS	PERFORMANCE	IMPROVEMENT
• Identify	Page	Elements	to			
Improve	Performance
• Track	Performance	Trends
• Navigate	Challenges	of	New	
Markets
• Correlate	Performance	to	
Business	Goals
47
Q&A
48
Thank	you!

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