Upload
senthil-nathan
View
228
Download
0
Embed Size (px)
Citation preview
8/9/2019 Analytics Cloud Computing
1/22
Abiba Systems | www.abibasystems.com
8/9/2019 Analytics Cloud Computing
2/22
Abiba Systems | www.abibasystems.com
ABIBA Systems
8/9/2019 Analytics Cloud Computing
3/22
Technology firm focused on being a Business Intelligence partner of choice forTelecom operators
We have a suite of advanced BI and analytics tools for telcos.
Our solution approach
Domain specific pre-built solutions
Rapid deployment for quick wins
User friendly solutions to improve end user product utilization
Abiba Systems | www.abibasystems.com
ABIBA Management
Promoter team have several decades of experience globally in companies inEurope, North America, Asia and Africa
Senior management team is highly qualified with experience in management and
technology
8/9/2019 Analytics Cloud Computing
4/22
8/9/2019 Analytics Cloud Computing
5/22
Risk Analytics Which customer is going to default ?
Marketing Analytics Which customer will buy my newproduct ?
Collection Analytics What should I do to get my customerpay back the loan ?
Abiba Systems | www.abibasystems.com
Web Analytics How many hits do I get ? Who visits mywebsite ? Which content is boring ?
Supply Chain Analytics What is the most ideal location for
choosing a hub so that I gain max profit ?
8/9/2019 Analytics Cloud Computing
6/22
There are basically 2 approaches to analytics
Product Approach Buy an analytics tool and execute projects in house
Service Approach Source the projects to analytics companies whoexecute them using analytics tools
Abiba Systems | www.abibasystems.com
8/9/2019 Analytics Cloud Computing
7/22
150
120
90
60
$inmn
Abiba Systems | www.abibasystems.com
Y = ax1+bx2+cx3+dx4
0 20 40 60 80 100
30
$ in mn
8/9/2019 Analytics Cloud Computing
8/22
Data
Integration
Hardware
Intensive
Hardware
Intensive
Hardware
Intensive
Hardware
Intensive
Abiba Systems | www.abibasystems.com
Data
understanding
Data
Preprocessing
Data
ModelingValidation Scoring
Needs specialized
software
8/9/2019 Analytics Cloud Computing
9/22
Analytics
SoftwareSoftware as a Service
Analytics as a ServiceBirst
Abiba Systems | www.abibasystems.com
Platform
InfrastructureInfra. as a ServiceAmazon EC2
Platform as a ServiceDW as a Service
8/9/2019 Analytics Cloud Computing
10/22
Cloud Offerings IT Admin Developers Business Users Business
Analysts
AaaS
SaaS
Abiba Systems | www.abibasystems.com
PaaS
IaaS
Heavy usageLight usage
8/9/2019 Analytics Cloud Computing
11/22
Data
Integration
IaaS
IaaSIaaS
IaaS
Abiba Systems | www.abibasystems.com
Data
understanding
Data
Preprocessing
Data
ModelingValidation Scoring
Can subscribe for
modeling software
and scoring
engines (SaaS/
PaaS)
BI/Analytics Applications TIBCO Spotfire
High Processing Speed - Amazon EC2
Huge data storage Amazon EC2
Analytics platform Adapa
8/9/2019 Analytics Cloud Computing
12/22
Scalabilitywith on-demand, ready-to-useplatforms that adapt readily to growth.
Elasticitywith platforms thatexpand and contract whenneeded
Agilityof technicalinfrastructure & Projects
Faster time-to-paybackfor analytic applications
Abiba Systems | www.abibasystems.com
Infrastructure costreduction
Device and location independencemaking applications web accessible
Reliabilitythroughmultiplicity, redundancy
thereby reducing data disasters
Operational cost reductionespecially for heavy-liftingapplications such as very largedata warehouses.
As time &resourcesIs focused on businessresults instead ofinfras. mgmt.
8/9/2019 Analytics Cloud Computing
13/22
Are my business activities and metrics exposed on theInternet?
Are they intrusion-proof and hacker-proof?SecuritySecurity
Is proprietary data at risk of becoming publicly exposedinformation?
What about anonymity of my customers, business partners?PrivacyPrivacy
Abiba Systems | www.abibasystems.com
oes mee e regu ar y cons ra n s
What should be done to meet the constraintsComplianceCompliance
Is control diminished with cloud computing?
Can the responsibility be fulfilled if the infrastructure is remoteand virtual?
Infra. ControlInfra. Control
Can the IT infrastructure be bypassed?
Will business units deploy their own applications in the cloudwithout enterprise-level integration?
GovernanceGovernance
8/9/2019 Analytics Cloud Computing
14/22
8/9/2019 Analytics Cloud Computing
15/22
Higher Gain
from cloud
delivery
Web Serving
CollaborationNumerical
ComputeSME ERP/
SCM/CRM
DWHAnalytics &
DataminingApplication Devt
& Testin
Abiba Systems | www.abibasystems.com
Lower pain tocloud delivery
Higher pain to
cloud delivery
Lower Gain from
cloud delivery
Large Enterprise
SME ERP/SCM/CRM
8/9/2019 Analytics Cloud Computing
16/22
Model
Producer
PMML
DataData Pre-
processingfeatures
Abiba Systems | www.abibasystems.com
Model The Predictive Model Markup Language (PMML)is an XML language for statistical and data mining
models (www.dmg.org).
With PMML, it is easy to move models betweenapplications and platforms.
PMML also supports XML elements to describedata preprocessing
8/9/2019 Analytics Cloud Computing
17/22
Model
ProducerData
Data Pre-
processingPMML
Model
Modeling Environment
Abiba Systems | www.abibasystems.com
Model
Consumer
PMML Model Post Processing
Data Data
Deployment Environment
8/9/2019 Analytics Cloud Computing
18/22
Step 1: Enter credentialsStep 2 : View themanagement console
Step 3 : Choose the modelfor scoringStep 4 : Evaluate themodel
Abiba Systems | www.abibasystems.com
8/9/2019 Analytics Cloud Computing
19/22
Scored Models
Abiba Systems | www.abibasystems.com
Less than a dollar/ hr one can
score 300 million records in 22
min .
8/9/2019 Analytics Cloud Computing
20/22
Client A North American Financial institution providing loans to SMEs
Business Issues
Increased defaulters during the economic crises of 2008.
increased demand and higher risk made it increasingly difficult toaccurately assess credit worthiness.
threat to its profitability and its plans to launch new distributionchannels
Abiba Systems | www.abibasystems.com
Tec nica Issues
Cost of analytics packages for building risk models were costly
Most of the package were generic and time consuming
Solution Went for SaaS Model
Result Project was completed in 6 weeks
14% increase in productivity
900% was ROI in the 1st year
8/9/2019 Analytics Cloud Computing
21/22
Client European Space Agency
Business Issues
To make the largest and the most precise 3 dimensional map for theentire galaxy
Technical Issues
42 GB of data was transferred everyday. Processing one pic/milli secwill take 30 yrs.
Abiba Systems | www.abibasystems.com
Data load came in spikes Solution Amazon IaaS /PaaS
Result
100 mn stars X 6 yrs data X 16,200 hrs X 344,000 Euros
Saved more than 400,000 Euros
8/9/2019 Analytics Cloud Computing
22/22
Abiba Systems | www.abibasystems.com