www.mobigen.comTEL. +82-2-538-9360 FAX. +82-2-538-9369

Mobigen: Solutions and Business

Feb. 2019

Company Status

• Leading Big Data & OSS(Operations Support System) Solution Provider

for Operators in Major Infra Structure - Telecom, Electricity & Utility

2

Overview

Company Name Mobigen Co., Ltd.

Date of Establishment March 21, 2000

Address (Headquarters) C-16th Fl, 128, Beobwon-ro Songpa-gu Seoul, Korea, 05854

Contacts +82 2 538 9360 | Fax (+82 2 538 9369)

Homepage www.mobigen.com

2018

2017

2016

2015

2014

2012

2010

2009

Awarded by Ministry of Science & Information Technology

as a best R&D company

Jiran Security acquired Mobigen

Received SK telecom Partner Award

Selected as a managing company for Global Creative Software

project (GCS) supported by the Ministry of Science, ICT and

Future Planning (MSIP)

Integrated Spark, an open source framework, into Mobigen's

IRIS Big Data DB

Received SK telecom Partner Award

Renewed Quality Management ISO-9001

IRIS Enterprise V1.0 received the Grand Prize in New Software

Product from Ministry of Knowledge and Economy

Selected as exemplary taxpayer by Seoul Metropolitan

Government

Certified as ‘A+ Members’ enterprise by Korea Technology

Finance Corporation

2008

2007

2006

2005

2004

2003

2002

2001

2000

Awarded as Honor Partner by SK Telecom

Won Good Proposal Award at SK Telecom’s Open Idea Festival

Selected as HP eKorea Partner

Selected as enterprise responsible for IT advance and innovation

by SME (Small & Business Administration)

Acquired ISO9001 Selected as honor IT firm (Korea Technology

Finance Corporation)

Selected as good product by Public Procurement Service

Certified as IT solution partner of Samsung Electronics

Won “Best Partner Award” by SK Telecom

Acquired IT mark awarded to SMEs with competitive IT capabilities

from the former Ministry of Information & Communications

Designated as excellent new technology creator in IT sector

Established Mobigen / Opened R&D Center

Employees and Financial Performance

Mostly focuses on Research & Development

keep steady & certain growth for more than 19 years

3

Overview

138

12

14

7

R&D Sales Operation Management

Management

Operation

Sales

Research &

Development

Total 171 Employees

Employees by Sector Financial Performance

$5M

$10M

$15M

$20M

(USD)

2015

$13M

2016

$16M

2017

$15M

2018 2019

$21M

$20M

Business Area

Big Data, Operational Intelligence for Infra Structures, Operational Support

4

Overview

• Big Data Analytics Platform (IRIS)

• Big Data Log Analyzer

• Advanced Analytics of Big Data

based on ADE(Anomaly Detection

Engine)

• Hadoop Package for Enterprise

• Operational Intelligence• 3G/LTE/5G service assurance

and traffic analysis based on packet

capture and analysis

• LTE/5G Probes

• Map-based service monitoring

• LTE Femtocell EMS

Big Data

Analytics

OSS

Operational

Intelligence

Management of

Industry

Infrastructure

ㅋ

• Intelligence Infra Management

• Smart Grid & Energy Infra

• AMR/AMI Solution

• Factory Energy Monitoring

• V2X Fleet Data Analytics

References & Experiences

5

Overview

System / Project Offered Remark

Packet-based LTE/WCDMA Quality Management Packet Probe + Big Data Solution

Cyber Attack Analysis System Big Data Solution

Big Log Data Analysis System Packet Probe + Big Data Solution

Smart Grid Network Management System Smart Grid

Cloud-based Security Log Analysis System Big Data Platform(Open Source)

Packet-based LTE Traffic Analysis System Packet Probe + Big Data Solution

LTE Femtocell Manager Smart Device

LTE Network Management System OSS

Packet-based LTE Traffic Analysis System Packet Probe Solution

Mobile-based Switch Monitoring System (Smart NIMP) OSS

Map-based Monitoring on Smartphone (Mobile i-Map) OSS

Map-based Broadband Network Monitoring System OSS

High-speed Railroad Network Management OSS

Transmission Network Fault Monitoring System OSS

WCDMA Access Audit Automation System OSS

Factory Energy Management System (FEMS) Smart Grid

Electricity Big Data Analytics OSS

Packet-based LTE/WCDMA Quality Management Big Data Solution

Mostly about Telecom, Electricity, Rail-way, and Government Authorities

Experiences in Network Operation Intelligence

6

Overview

Category Solutions Period Technology

SDN

(Software Defined

Networking)

SKT T-SDN Multiple Layer/Multiple Vendor IP & Transport Network Control & Monitoring Platform (L0, L1, L2, L3, Application)

2014.07 ~ 2018

• L0 ROADM Device Control & Monitoring System (CN, CR)

• OTN Device Operation System (H,N,CN)

• PTN Device Control & Operation System (W)

• IP Backbone/Backhaul Device Control & Operation System (C, H, N)

• Telco Data Center Network Control System

• Network-as-a-Service Platform & Web Portal System

SKT T-SDN Multiple Layer/Multiple Vendor IP & Transport Network Control & Monitoring Platform (L0, L1, L3, Application)

2017.05~2018

• L0 ROADM Device Control & Monitoring System (CN, CR)

• OTN Device Operation System (H,N,CN)

• IP Backbone/Backhaul Device Control & Operation System (C, H, N)

• Network-as-a-Service Platform & Web Portal System

• T-SDN based vCPE Control & Operation System

• Firewall & WAF Control & Operation System

(Defense/Military) T-SDN based Multivendor/Multilayer Device Control & Operation for M-BcNNetwork

2017.09~2019

• Integrated Control & Monitoring for Multi-Vendor(W,T) MSPP Device

• Integrated Control & Monitoring for Multi-vendor MSPP/PTN Device

NFV

(Network Function

Virtualization)

NFV Infra Management System2016.04 ~ 2018

• ETSI NFV Phase 1 Standard MANO based NFV LCM PoC Function Development

• NFV Management Function for TANGO 2.0

SDDC

(SofwareDefined Data

Center)

SKT SDDC OperationAutomation/Intelligence Platform (T-CORE)

2015.5 ~ 2018

• Integrated Monitoring for Distributed DC and Data Collection for E2E Analysis

• SDDC Infra Operation Automation System

• SDDC Software Defined Visibility (SDV) Streaming Analytics

• Data Center Infra Management System

V2X

(Vehicle 2 Anything)

SKT V2X based Realtime Traffic Analysis System & Data Analytics

2017.10~2018

• V2X based Real-time Traffic Analysis System

• V2X based Vehicle Data Analysis System

Big Data – Success Stories

Real-time Processing of Massive Data is the key concept of Mobigen solutions

7

Business Status

Customer Project Description

SK Telecom

Real-time packet collection/analysis platform Open source platform that collects and analyzes LTE/5G packet probing data in real-time A big data consultant and 7 developers committed

DW capacity expansion for billing data(CDR) processing

Real-time indexing about 70B records per a day (Total 1.5 PB)Adds IRIS in order to take over some tasks(e.g. storing raw data and making summary statistics) what the existing data warehouse system has been carrying on

Samsung ElectronicsBig data analysis/management platform(Media Solution Center)

Integrated management/analysis of global mobile phone logsDeploys analysis platform/management system based on HadoopA big data consultant and 9 developers committed

Samsung Fire Integrated log analysis system

Company-wide traffic analysis based on packet dataSecurity management and system level usage analysis

Processes 50 B records/year, about 1PB/year

NIA(National Information

Society Agency)Big data analysis and utilization center

Deploys a platform for public data analysis and big data educationDeploys the platform based on open source(Hadoop, Flume, R, Mahout, etc.)

KISA(Korea Internet Security

Agency)

Information sharing and synthetic analysis system on cyber threat and incident information

Detects cyber threat and share information based on log analysis of public officesDeploys converged platform that combines open source(Hadoop, R, Mahout, Flume, etc.) and in-house solution (IRIS DB)Big data consultant and 14 developers committed

Deploys big data-based intrusion detection system for 4G/5G mobile network – government project

Deploys big data based intrusion log profiling and correlation analysis system –government project

Ministry of Trade, Industry and Energy

Deploys device independent cloud platform – government project

ETRI(Electronics and

Telecom Research Institute)

[Smart Internet] Deploys big data processing platform under cloud environment – government project

IRIS DB

Introduced Big data DB for

Comprehensive Log Analysis

Web Servers

LTE/5G Quality Management DW Extension

Big Data Analysis(Enterprise Data Governance)

Big Data – Success Stories

8

Applications

LTE (4G) Service Quality Management Big Data Platform

• LTE service quality

monitoring/analysis,

• Provides information for

engineering & marketing

• LTE packet collection, billions of

records/day

• High Availability Architecture

• Real-time monitoring system

• Detailed service monitoring

• VoLTE monitoring

Collection

Server

Introduced Big data

DB instead of DW

capacity expansion

Peta Byte

Scale DW OLAP, WEB

IRIS DB

Search

Inquiry

Alert

Manage

LTE Mobile Network Probes & Big Data Analytics

Expanding Peta byte Scale Data Warehouse

Grab click stream to store, search, analysis

For security requirement

IRIS Big Data DBMS & Analytic Platform – Scale Out Architecture

IRIS Big Data Platform Appliance

10Gbps Uplink

KVM

Network Switch Redundant

Master Node, Active/Standby

Data Nodes, Scale-Out

Network Switch

Master Node

Data Node

Component Specification

Switch 48 x 1Gbps Ports

Master Node Xeon 16-core, 128GB DRAM

Data NodeXeon 16-core, 128GB DRAM, 12x4TB Disk (Usable 40TB)

or Xeon 16-core, 128GB DRAM, 4x6TB Disk (Usable 16 TB)

Solution - IRIS Big Data Platform

8

Linux Server

Linux Server

HP OEM

Packaged

Scale-out Database Appliance for Real-time Processing

• Hybrid (In-memory/On-disk) & distributed architecture

• Terabyte-scale data processingper day in real time

Real-time & High

Performance

Failover through data replication

Reliability

Full text search engine embedded

Full TextSearch

• Scale-out• Easy Node Extension

Scalability

• Data Compression• Reduces TCO

Lower TCO

• Supports SQL92• Provides JDBC API

LegacyCompliance

• Log event search• Pivot analysis• Report• Open source interface

(Zeppelin, Jupyter, R-studio)

Toolsfor

Analytics

Solution - IRIS Big Data Platform

IRIS supports challenging requirements in industry proven reliability.

9

Data Collection Probes – Signaling Probe for LTE/5G Networks

Hardware

Service Manager

HP DL380 Gen9

• CPU: 3.00GHz 12core x 2ea

• Memory: 256 GB

• Disk: 1.2TB x 18ea (RAID-1)

• Linux OS

Real-time Streaming

Data Summary

Cluster

HP DL380 Gen9

• CPU: 3.00GHz 12core x 2ea

• Memory: 256 GB

• Disk: 1.2TB x 2ea (RAID-0)

• Linux OS

Probe Server

(S-Probe)

S-Probe Appliance Server

• CPU: 3.00GHz 12core x 2ea

• Memory: 256 GB

• Disk: 1.2TB x 18ea (RAID-0)

• Linux OS

• Packet Capture Card(2-port 1G PCIe)

Packet Collector

Tap Switch(Network Packet Broker) (48 or 24port)

• 48 (or 24) x 1G/10G (SFP/SFP+)

• 1 x 10/100/1000 MGMT port

Tap: 10Gigabit (and/or 1Gigabit) Fiber Tab

Solution – Data Probes

Massive Data Collection From the Telecom Network – Signaling, Data, Voice Probes

10

Fibre TAP

NPB(Network Packet Broker)

Packet Probing Server

Packet Probe & IRIS Big Data Platform

Real-time processing – Real-time Summary

Capacity:

– 2~20 TB/day, 30~1,00 Billion records/day,

Total 1.5 Petabytes ~ 6 Petabytes

eNB

TAP

PGW

SGW

MME

HSS

Mirror

Mirror

Mirror

EPC EMS

eUTRAN EMS

RNC

Mirror

GGSN TAP

SGSN

NodeBCG

Packet Collector

(Signal Data)

eNB

Packet Collector

(User Data)

Call Collector

(CDR & Call Log)

Aggregator

xDRs

IRIS IRIS

Distributed Cloud DB

(IRIS)

Manager & App

Server

DB Server

Operation

(Web GUI)

S1-U

S1-MME

S11

S6a

Gp

SGi

NE Layer

Data

Collection

Layer

Aggregation

Layer

Big Data Processing

Layer

Manager & App.

Layer

Configuration

Management

SystemConfiguration

Data

Signaling DataPacket

User Data Packet

Big Data Analysis System

Real-time Quality Monitoring

Big Data2 TB/day

30 billion-record/day1.5 Petabyte/Total

User Service Quality Analysis

Marketing Strategy Analysis System

Spam/Fraud Detection System

Appli-cation

Cloud ServerIRIS™ 50 EA (racks)

Applications

Probes Combined with IRIS Platform, applied for network quality assurance

eNB

SGW

S1-U

S1-MME S11

S5

HSS

S6a

NodeB

LTE

3G

Gp

Gnlu-PS

Tap

S3

EIR

W-PROBE

S8

Tap

Tap

S10 S13

HPLMN

SGi

S8

MME

SGs

lub

RNC

lu-CSGs

MSC

R-PROBE

S-PROBE

D-PROBE

LTE-Uu

Uu

SGSN

GRX

R/T

ISP

S/W

Tap

GpGp

GGSN

H-PROBE

IMS

VPLMN

PGWTap

P-CSCF

11

LTE Probe Solution

LTE-Uu

MMEMME

EIR

eNB SGW

HSS

S1-MME

S10 S13

S6a

S11

S1-U

Tap

PGW

S5 SGi

Tap

Switch

S-Probe

Per-call

xDRs

Network Configuration

3G-Uu

NB

RNC MSC

SGSN

S3

3G

LTE

Service

Manager

Real-time

Streaming Data

Summary

Cluster

Applications

Captures and collects signaling packets from LTE/5G control plane and produces a

xDR(Detailed Record) for each call; monitors signaling traffic at a single screen

12

Operation Systems - 3G/LTE/5G Customer Service Management based on Packet Probe

14

Applications

Architecture Features

VoLTE Quality MonitoringReal-time Monitoring Traffic Pattern Analysis

www.mobigen.comTEL. +82-2-538-9360 FAX. +82-2-538-9369

Operational Intelligence forthe Management ofNext Generation Infra Structure

15

Developing Next Generation Probes – 5G Probes

Deployment of fully virtualized probes for the next generation 5G networks

16

Management of Next Generation Infra Structure

UPP(S11-CPP)

UPP(S1U-UPP) xDR Mgr

HSS SPR

― Gx(Diameter)

PCRF

OFCSOCS

― Gz(GTP’)

― Gy(Diameter)

X2 ―(GTP-U/X2-AP)

S6a ―(Diameter)

E-UTRAN

Gxc ―

IMS

SGSN

S13 ―

EIR

|LTE-Uu

S3―(GTP)

―S1-MME

|Rx

|S1-U

(GTP-U)

― Sp(Diameter)

S11 ― Operator’s IPServices

S9|

PDN

gNBen-gNB(Secondary)

UE

EN-DC : EUTRA-NR Dual ConnectivityEn-gNB : E-UTRA – NR gNBMeNB : Master eNB

NR

eNB(MeNB)

eNB

|S1-U

(GTP-U)

―X2|

NR-Uu

Packet DataNetwork

NPBAnalytics

|S5(S8)

(GTP-U/C)

|SGi(IP)

P-GWS-GW

MME

TAP

5G ProbeManagement

Network PacketBroker (Correlation)

Control PlanePacket Probe

User PlanePacket Probe

WCDMA

xDR(Signaling Packet)

xDR(Data Packet)

MSC

SGs ―

MME

S10 ―

En-DC

NSA Option 3x

Mirroring

CPP GPM

Monitoring

3G Networks

4G Networks

5G Networks

Data ModelingEnergy Big Data Platform

Energy Big Data Analytics Platform

Energy Big Data Analytics Platform

Massive Data Analytics Platform for Energy-Related Data Collection

Management of Next Generation Infra Structure

ESS DRBEMS DCMS

BAS

EnergyBusiness

FEMS

EMS : Energy Management System

BEMS : Building Energy Mgmt System

FEMS : Factory EMS

HEMS : Home EMS

CEMS : City/Community EMS

DCMS : Data Center Mgmt System

BAS : Building Automation System

ESS : Energy Storage Solution

DR: Demand Response

Building Energy

& Facility

Monitoring

HEMS

Factory

Energy

Management

BigData CloudEnergy IoT

Machine LearningData Sampling

Monitoring

Energy Management System

Modeler

DataAnalyzer

SystemAdmin

Energy Manager

※ Energy Big Data Platform

+

Machine Learning &

Analytics

& Modeling & Development

=

Energy Optimization

& Reducing Energy Cost

Home Energy

Management System

CEMS

City Energy

Management

Data CenterEnergy Management

AI/MLAnalytics

Building Automation System

Energy StorageManagement

Energy Needs Management

ETL (Extract,

Transform)Data Browsing

Energy Data Stats

Automation

ETL Library

Energy Anomaly

Detection

System Operator

High Performance Data Processing

Visualization/Report

OperatorEnergy Facility

Operator

System Manager

Building Manager

FacilityEngineer

Open Source Tools

Model Management

Model Workflow

(Scheduling)

Result-set

Management

Insig

ht

Energy Related Data from IoT platform

15

SDN Platform Architecture

Software-defined Multi-Layer/Multi-Vendor Network Management

Management of Next Generation Infra Structure

Topology(2D/3D)

NW Resource Planning/

Optimization

Service Provisioning

StatisticsOperationEnd-to-EndLeased Line

Mgmt.

Monitoring & Measurement

Audit(Diagnostics)

Reporting

SDN (Software Defined Network) Platform

16

V2X Analytics for Next Generation Infra Structure

Analytics over Big Data, gathered from SmartFleet (Group of Vehicles on the

Road)

Management of Next Generation Infra Structure

Real-time collection of traffic data from T-MAP Navigation Users

High-performation Message Processing Module (MQTT Broker Hook)

Implementing MAP Database for high-way links

V2X Analytics

Wireless Network

T-MAP User

External System

Traffic Data(Road Info, Vehicle Operation Event …)

Analytics for Traffic Data…

.

.

.

Legacy System

Interface(T-MAP)

Brake Event

.

.

.

Sudden

Brake Event

Quick

Reaction

18

Intelligent Automation of Network Operation

Seamless integration of Analytics for Orchestrating Next Generation Network

Management of Next Generation Infra Structure

Deep insights from network

Smarter & Data-driven Biz Decision

Integrating AI with Orchestration, and Policy

Closed-loop of Control and Assurance

Autonomous Networking

19

Thank you.

www.mobigen.com

Contact Information

Address

Telephone

Email

3rd, 5th Fl. 552, Yeoksam-ro, Gangnam-gu, Seoul, Korea, 06187

+82-2-538-9360 Fax +82-2-538-9369

global@mobigen.com