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Erik Tarnvik, CTO Innovation Africa Digital 2015 1
QUALITY OF EXPERIENCE ENHANCEMENT IN A
DATA CENTRIC WORLD
AGENDA
WHO ARE WE?
HOW ARE THE 4G NETWORKS’ TRENDS
IMPACTING THE QoE/QoS PARADIGM
WHAT DOES IT TAKE TO COST EFFICENTLY
SATISFY 4G CUSTOMERS
CONCLUSIONS
Erik Tarnvik, CTO Innovation Africa Digital 2015 2
More than
30 patents
worldwide
1
Independent Auditor
Wireless
network
performance
Innovative
Leader
2
+30patents
worldwide
3
Next-generation
technology
ITU-T
ETSI
VQEG
Erik Tarnvik, CTO Innovation Africa Digital 2015 3
Who we are
4
eNB
MME / S-GW MME / S-GW
eNB
eNB
S1
S1
S1
S1
X2
X2X
2
E-UTRAN
Customer Experience (QoE)
Network Performance
QoE expresses the degree
of a subscriber’s satisfaction in relation
to a specific service (network, service
content, device)
Quality of Service (QoS)
Erik Tarnvik, CTO Innovation Africa Digital 2015
QUALITY OF EXPERIENCE (QoE) & QUALITY OF
SERVICE (QoS)
Erik Tarnvik, CTO Innovation Africa Digital 2015 5
HOW ARE THE 4G NETWORKS’ TRENDS IMPACTING THE
QOE/QOS PARADIGM
TODAY’S MOBILE NETWORKS’ TRENDS
Data Hungry Application Distribution
Variety of Data Hungry Devices:
Global Mobile Data Traffic Forecast by Region
Global Mobile Devices and Connections by 2G, 3G, and 4G 6
8
UNDERSTAND THE QoE PARADIGM
Erik Tarnvik, CTO Innovation Africa Digital 2015
Applications* context
QoE metrics, voice/video
specific parameters (on demand
vs. real time), bit rate, resolution
* Video, web browsing, gaming, cloud-based apps
Device context
CPU load, battery state, device
characteristics
Anywhere,
Anytime, Everything
with Any Device
Network context
Load/congestion, air
link/backhaul quality, timely
available bandwidth, alternative
network/spectrum availability
MOBILE DATA
MOBILE VOICE
MOBILE VIDEO/AUDIO
User context
John’s perception and
preferences (quality,
location, activity)
THE TODAY’S NETWORK QUALITY
Erik Tarnvik, CTO Innovation Africa Digital 2015 9
Customers Profile
QoS indicators that matter to
customers
Intelligent capacity expansion
Managed demand
Real time response
New QoS paradigm: towards optimal and
consistent rather than better QoE
Covergae, Interference,
Capacity management with
limited spectrum and high QoE
demands ,
WHAT DOES IT TAKE TO COST EFFICIENTLY SATISFY 4G
CUSTOMERS?
Erik Tarnvik, CTO Innovation Africa Digital 2015 10
Network
Under Test
MEDIA INPUT
(voice, video, audio)
MEDIA OUTPUT
(voice, video, audio)
11
THE MEAN OPION SCORE (MOS) AND QOE METRICS
MOS
QoE
Video, audio
ITU STANDARDIZED QoE MODELS
Decoding
Encoding
IP header/payload
Parameters (bitstream)Conversational
Video,
Voice
Voice, Video,
Audio,
Multimedia
&
Data
Conversational
Video,Voice
Erik Tarnvik, CTO Innovation Africa Digital 2015 12
Video
stream
Audio,
Video
stream
LTE Broadcast/
Streaming server/
High Definition TV
Audio,Video stream
(Netflix, YouTube,
Broadcast)
ITU QoE MODELS FOR SPECIFIC SERVICES
- Media based
- Network parameter based
- Hybrid: media and parametric based
COST EFFICIENTLY TRACK THE NETWORK PROBLEM
13Erik Tarnvik, CTO Innovation Africa Digital 2015
QoE
QoS / SLAs
Network performance (KPIs)
Top-down
customer
experience
centric
approach
Increased
operational
efficiency Voice Service: ‘‘03 PESQ,
‘12 POLQA
Video-Audio Services:
’12 PEVQ/S, ‘12 VQmon
0
1
2
3
4
0 50 100
Qo
S/K
PI
Time (sec)
Video Streaming QoE Behavior
MOS - QoE
packet Loss
Re-buffering
Customer experience based solution: fully automated and intelligent data analytics centric
BETTER UNDERSTAND TRADE-OFFS & COMPETITION
The 4G ecosystem creates an abundance of
choices for customers
While evaluating Customer Experience:
Understand your KPI targets vs. churn/
revenue ratio
Offer smart tier pricing
Competitiveness awareness: Benchmark!
Understand your QoE in terms of customer
retention
14Erik Tarnvik, CTO Innovation Africa Digital 2015
BENCHMARKING RULES OF THUMB FOR
OPERATORS AND REGULATORS
Erik Tarnvik, CTO Innovation Africa Digital 2015 15
Benchmarking rules:- QoE centric view
- Use QoE-QoS-KPIs service mapping
- Use pre-defined quality thresholds
- Understand the impact of space and
time
- How long and how frequent?
- Meet benchmarking consistency
requirements
- Use statistical significance when
performing comparisons
DL Throughput Operator A
DL Throughput Operator B
GET CLOSER TO YOUR REAL CUSTOMER WITH
CROWD SOURCING
Holistic, true QoE and passive QoS/KPI monitoring of the services as well as their
usage in combination with geolocation
Automatically identify device and network problems (KPIs to QoE maps)
16Erik Tarnvik, CTO Innovation Africa Digital 2015
Wi-Fi usage /
traffic offload
Apps usageWhile
Respecting and
securing customers’
privacy
LEARN HOW TO ADD CAPACITY BEFORE CUSTOMERS
GET UNSATISFIED
Erik Tarnvik, CTO Innovation Africa Digital 2015
Additional benefits for every cell in the carrier’s network:
-Overall resource utilization (headroom);
-What network resources are most limiting;
-How traffic is forecast to grow at a site;
-How long until the engineering KPIs begin to be
breached.
How:
Resource utilization based on customer experience centric “Headroom” metric
“Headroom < 0 a cell (or Node B) not meeting one or more of its user
experience KPIs (e.g. throughput, blocking)
CAPEX optimization approach
-Install “just in time” (what is needed and when it’s needed) instead of “just in
case” or “too late “
-Secure a fast 4G deployment with a capacity optimized 3G
$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
$18,000,000
2013 2014 2015 2016
in $
US
D
Years
CapMan
Net Revenue
Total Costs(COGS+Functional)
17
TEST LIKE A REAL CUSTOMER IS USING IT:
ON DEVICE SOLUTIONS
On-Device
Server
Se
rvic
e B
Call
Co
ntr
ol
Se
rvic
e A
Vo
LT
E
Se
rvic
e M
IP L
og
gin
g
TCP/IP (SIP, RTP, etc)
QoS setting per service
Erik Tarnvik, CTO Innovation Africa Digital 2015 18
Large, sustained capacity required
TEST LIKE A REAL CUSTOMER IS USING IT:
QoE CENTRIC THROUGHPUT MEASUREMENT BLIXT
Done off-peak or impacts users
90% less capacity required for LTECan be done 24/7 on network Little-to-no user impact
Dramatically reduced the time and cost of testing capacity
Increase throughput drive efficiency by 200%
Test using Smartphone:
reduces transmission, allows for more test per charge
Test maximum throughput in several networks simultaneously
with single PC
+
-
NEW QoS/QoE PARADIGM READY ORGANIZATION
Erik Tarnvik, CTO Innovation Africa Digital 2015 20
Integrated planning process: cost vs. QoE
Tools and technologies: real time
big data and data analytics
Cross – functional and customer backed QoS targets settings
Cross – functional organization and E2E
responsibility for network quality management
Network strategy and architecture
AN APPROACH COPING WITH THE NEW QoE/QoS PARADIGM
Automated data correlation
and presentation
Built-in solutions/ use
case dedicated
analytics to provide
automated fault,
performance and
patterns analysis
QoE/QoS and device
centric network’s and
services’ solutions testing
and analysis
Benchmark new
solutions, trade-
offs QoE-QoS,
devices impact
Real users and devices; “crowd sourcing”
ControlledQoE/QoS testing and device feedback
Automated “what,”where” and “why” in support for “how” optimal trade-off
Erik Tarnvik, CTO Innovation Africa Digital 2015 22
Erik Tarnvik, CTO Innovation Africa Digital 2015
Whitepaper on testing:
VoLTE, Mobile Video Streaming,
HetNets, Carrieir Aggregation
Ascom Blixt Technology, LTE
Broadcast
AND ...watch the space!
VoWiFi Testing (to come soon)
PLEASE VISIT OUR WEBSITE:
http://www.ascom.com/nt/en/index-nt/about-us-network-testing/nt-about-us-
resources.htm/
Webinars:
Advanced testing with Ascom
in LTE networks (in
collaboration with Infoma)
VoLTE Testing,
Mobile video streaming
delivery and testing
Ascom Blixt Technology
23
Erik Tarnvik, CTO Innovation Africa Digital 2015
CONTACT
Kindly contact Mr. Khalil Amiroune, Area VP Africa, during or after the
conference:
24