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Page 1: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System
Page 2: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Telco Cloud and Using Big Data to Improve Customer Experience and to

Drive new Revenue Streams

Mohamed Aly Eladel – Senior Consultant Ericsson

Page 3: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Operator’s Role

Mobile growth

Key

differentiators

Operator Cloud OpportunitiesE

nte

rpri

se

NFV,

consolidation

Operator’s cloud

Enterprise

XaaS

Leverage

OTT SaaS

En

d u

se

r

DC

BYOD

Customer’s perspective

OTT

Cloud

Services

Packaging

External

Cloud

OTT

Cloud

Services

Packaging

External

Cloud

Managed

Cloud

Services

Public

Cloud

Managed

Cloud

Services

Public

Cloud

E2E SLA assurance, QoE, Security End2End performance

Simple packaging, Ease of use, TTM OSS/BSS integration

Efficiency New

revenue

streams

NFV

Telco

Cloud

InternalIS/IT

Private

Cloud

Time to market

Page 4: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Telco Cloud

Page 5: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Cross-Domain Orchestration

APIs, Exposable Services & Assets

Virtualized Network Functions

Abstraction & Virtualization

Operator IT

Cloud

Operator

Commercial Cloud

Operator Telecom

CloudOperator Telecom

Cloud

APP APP

Highly

Specialized

Operator IT

Cloud

APP

APP

APP

APP

Broad

Functionality

Operator

Commercial Cloud

APP APP

Highly

Standardized

Integrated Network Analytics & Control

Enterprise wide Transformation

Page 6: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

The network enabled CloudEricsson Cloud System (ECS)

Managing

virtual

infrastructure

resources,

vDCs, vApps

in a multi DC

context

Cloud Manager

NW&DC Infrastructure: Compute+Storage+Networking

“NEBS” “COTS”

ESXi

Page 7: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

BUILDING TELECOM GRADE PERFORMANCE

Resilience, redundancy,

latency, availability,

power efficiency

Security hardened, virtual

FW , advanced Load

Balancer

Tools and Processes for

e2e telecom and IT

operations

Complete knowledge for

building integrating &

managing solutions

Telecom

Grade

Network & DC Infrastructure

Ericsson Cloud Execution Environment

Ericsson

Cloud Manager

Ericsson Cloud System

Ericsson

OSS Manager

ApplicationApplicationApplication

Application Application Application

Integration with existing

OSS

Page 8: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Big Data Analytics

Page 9: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

What is data? A Customer’s record, Subscriber’s telephone # and address, a retail ticket, an insurance claim, an inventory list, a sales order, a flight ticket…etc.

Understanding data

Page 10: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

• The manifestation of data has changed dramatically over the last few years. Data today is quite different from what data used to be a few years ago!

CHANGING NATURE OF data

Page 11: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Evolution of big data

Page 12: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

The pillars of bigdata

Page 13: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Traditional BI limitations

• Prohibitively expensive solutions to handle Volume

• Expensive, Complex and Unfeasible in handling of Variety

• Design and Architecture not able to handle high Velocity

• Inefficient and Expensive in handling Complexity

Solution

• A reliable and shared storage system.

• Storage provided by HDFS

• Processing provided MapReduce

Non SQL DB such as Cassandra or MongoDB or New MPP DB such as GreenPlum

Page 14: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Ericsson Expert Analytics

E2E ACTIONABLE INSIGHTS

Closed Loop Actions

Real-Time Insights

Cross-Domain & Embedded Analytics

PRODUCTIZED APPLICATIONS

Marketing

Engineering Operations

Monetization IoT

Customer Care

ADVANCED BUSINESS LOGIC

DATA MODELS, CORRELATION & ALGORITHMS

Device Network Location

Subscribers ProductService/App

SERVICE LEVEL INDEX

UnlockARPU

Resolve& Retain

$

Page 15: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Correlated, End-to-End, Multi-source View of every customer session

End-to-End Session Record (ESR)Every Customer, all the time, in real time.

CoverageInterference

Handovers Cell load

Radio bearer Drop/outage

Attach

PDP connectivity

Roaming

UE type

QoS class Load

Webexperience

Videofreeze

Throughput

Serviceproviders

Page delays Voice quality

QoE

App usage

CPU load

Service quality

Content type

Settings

ServiceCatalog

Topology

Charging

CRM data

Subscription

Profile

CONTENT NETWORK

ENB MME SGW PDN GW

Probes

Terminals

OSS/BSS

Page 16: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Service XYZ…

Service Level Index (SLI)

VoLTE Sessions

Voice / SMS Sessions

Web Browsing Sessions

Video Streaming Sessions

Subjective Weight – Early Adopter

Subjective Weight – Family

Subjective Weight – Student

Objective Service-KPIs: Video Streaming

Subjective Weight – Professional

Service Level Index

› Individualized & reflecting that each user has different perception, preferences & expectations

› Available for every user, & continuously updated

› Calibration with real users

› Predictor of customer satisfaction & correlates with Net Promoter Score

Service Importance Incident Repetition

Memory Fading

X =

Video Retainability

Video Freeze

Video Image Quality

Video Start Time

Expectation Scoring

Video

Voice

Gaming

Web

<service>

2.0

1.5

1.0

3.0

F

t

W

1 2 3 4 50

0.5

1

t

SLI/Q

2

4

6

8

10

delt

a

Q

Q

F

Q0 2 4 6 8 10

1

10

20

30

40

Page 17: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

VIP/EnterpriseDynamic experience Management

KEY HIGHLIGHTS:

Dynamically resolve customer problems for VIPs

Track each VIPs Quality of Service

If Quality is not at objective, issue Alert to Policy Control

Policy Control takes action to improve customer’s service

When service improves, restore policy to standard

KEY BUSINESS BENEFITS:

Ensure high quality for most valuable customers

Respond automatically before customer calls

Reduce churn, enhance opportunity for upsell

Analytics Insights

SAPCPCRFEEA

Customer Monitoring Policy Enforcement

Page 18: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

a

Experienced-Based MarketingKEY HIGHLIGHTS:

Utilize unique Ericsson Expert Analytics insights about each subscriber to drive revenue and reduce churn

Powerful micro-segmentation using real-time network insights correlated with traditional customer and BSS insights

What is the satisfaction of each and every subscriber? (Service Level Index)

What is their profile and behavior (e.g. Social media fanatic, Heavy Netflix Usage in evening etc.)

KEY BUSINESS BENEFITS:

Drive ARPU

Which customers are most satisfied and most likely to buy additional services and products?

What Upsell/Cross-sell offers are best fit?

Reduce Churn

Which customers are most unhappy, and what are the contributors to their dissatisfaction?

What can be offered to make them stay?

Page 19: Telco Cloud and Using Big Data to - TT · Telco Cloud and Using Big Data to Improve Customer Experience and to Drive new Revenue Streams Mohamed Aly Eladel ... Ericsson Cloud System

Empowered Customer Care

KEY HIGHLIGHTS:

Proactive handling of customer experience issues in Customer Care

Predict Reason for Call – Why might the customer be calling? How to resolve the call?

Validate the Complaint – Did the customer really have an issue? If so, when and where did it happen?

Take Action – Identify the “Most Probable Cause” and trigger the “Next Best Action”

KEY BUSINESS BENEFITS:

48% Reduction of Average Handling Time (AHT)*

35% Increase in First Call Resolution Rate*

Reduced number of trouble tickets created

Increase Net Promoter Score