Innovating With Data and Analytics

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Innovating with Data and Analytics
Jacque Istok
@jstok

© Copyright 2017 Dell Inc.2
The New Normal
DATA DEVICES
Law
Enforcement
Media
Banks
Delivery
Services
Marketers
Government...

3© 2017 Pivotal Software, Inc. All rights reserved.
Great organizations leverage software,
analytics, and insights to take...

Analytics Within Digital Transformation
Cannot Be
Accomplished
In A Silo

© 2017 Pivotal Software, Inc. All rights reserved.
Open Source Innovation
Massively Parallel
Processing
Data Science and
M...

DATA IS IMPORTANT
How can my organization capitalize on
this trend?

Using Our Process For Solving Analytics
Pair Programming / Solutioning
Retros
Iterative Development
Greenplum Open Data Pl...

TRANSFORMING INTO A
MODERN SOFTWARE COMPANY
Building high-quality software at start-up speed
requires modern software meth...

Modern Cloud-Native Platform
Building high-quality software at start-up speed
requires modern software methodologies, clou...

Provide the Business With Solutions
“You’ve got to start with
the customer experience
and work back toward
the technology ...

Modern Software Methodologies
A modern platform requires a modern approach
to software development
Building a strategy for...

METHODOLOGIES TIP
Start with a
technology solution
and look for a
problem to solve
Start with a business
problem or
opport...

User Centered Design
“A design approach that supports the entire development
process with user-centered activities, in ord...

Is It Useful?
usage = value rarely used = waste
02

© Copyright 2017 Dell Inc.15
03

ANALYTICAL
APPLICATIONS
NATIVE INTERFACES
MULTI-
STRUCTURED DATA
SOURCES &
PIPELINES
Structured Data
JDBC, ODBC
SQL
ANSI S...

Common Business Problems
With Potential for High ROI Using Data
FRAUD MANAGEMENT RISK MANAGEMENT
CYBERSECURITY MANUFACTURI...

Modern Data Tools
Common Functional Requirements
1. High speed ingestion (sensors, financial transactions, etc)
2. Data co...

Modern Data Tools
Common Non-Functional Requirements
1. Open Source Software
2. Platform Agnostic
3. Production Proven
4. ...

Pivotal Data Suite
Maps to Common Business Requirements
Pivotal Greenplum
Comprehensive
Open source
Data Warehouse
Pivotal...

COMMON DEPLOYMENT PATTERNS

High Speed Ingestion
Data Capture
Problem: Fast incoming data needs to be captured
Example use cases:
1. Financial transac...

Hot
Analytical Processes That Need Fresh Data
Overnight ETL / ELT jobs can be too slow
App 1 App 3
App 2
Transactional
Sys...

Consumer Facing Analytics
Recommendation Engine Push
Problem: Big Data Analytics Access for Consumers
Example use cases:
1...

Operationalized insights need to be real time
Combination of SQL Analytics and NoSQL event-driven transactions is needed
A...

Exemplified Use-Case - Predictive Maintenance
Evaluates live data
“According to historical trends, there’s an
80% chance t...

Reference Architecture
Sensors
Update with
findings
Consumer
Application
Machine
Learning
Real-time
data streams
Apply
Imp...

Global Energy Corp. – Predictive Maintenance
Challenges
• Failing turbines causing issues with power
generation
• Unable t...

Telco Network Quality KPIs
29
Fast Data Ingest and Real-time Analytics
Challenge:
• Provide network quality KPIs to Brazil...

Firm Wide Risk Management
Customer: US Based Top Investment Bank
Business Problem
Global platform for storage, query and a...

National Security
Customer: Mid Size Country With Security Concern
Government Problem
Need to monitor national security fo...

Pivotal Office Tour

Breakfast
• Gets people into the office at the same time
• People tend to have lunch at the same time
• Maximizes pairing ...

Pair Programming
● Two heads are better than one
● Combination of experience
● Continuous code review
● Great for training...

Continuous Integration
● Information radiators
● Test Driven Development
● Source of truth
● Smart dependency test graph
●...

Standup
● Minimize the meetings
● Focus on shared understanding
● Share concerns
● Encourage continuous improvement

1. Data is a growing asset
2. Need tools to derive business value from data
3. Platform Assumptions: Security, Open Source...

Pivotal Greenplum: Learn More
Find out more about Pivotal Greenplum at
https://pivotal.io/pivotal-greenplum
OR learn more ...

Let’s build something
MEANINGFUL

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