putting big data and advanced analytics to work in ... · putting big data and advanced analytics...
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Welcome to
Putting big data and advanced analytics to work in financial services.
enterprise-class big data and financial analytics
MapR-FSI
Martin Darling
We reinvented the data platform
for next-gen intelligent applications
Operationalize your data by fully integrating analytics with operational applications
in real time
OPERATIONALAPPLICATIONS
Immediate
ANALYTICAL APPLICATIONS
Historical
New Use Cases & Workloads Are Changing “Storage”
Scientific Apps
Machine Data
Analytics + Log
Image/video Processing
Build Test
Containers
Global Repository
ERP
CRM
Cold Data BackupHome
Dir
OLTP
VMs
Perf
Capacity
Delivered in a cloud-scale architecture with
commodity economics across public and private
clouds.
Workloads
▪ Legacy Operational apps
▪ Media & Entertainment
▪ Image Processing
▪ Analytics & Log Processing
▪ Container based apps
Capabilities
▪ Global Namespace
▪ Multi-temperature store
▪ Extreme Scale & Reliability
▪ Guaranteed Performance
▪ Agile Platform for
heterogeneous data types
▪ Integrated Analytics
HDFSRESTPOSIX Geo-Replication
Self HealingAssume Failures are
Common
Many Small Sites
A Few Big Sites
Leverages Cloud
Globally Protected
Globally Accessible
Globally Managed
NFS Data Protection
Customers Tell Us They Need A Global Data FabricNeed Scalable Storage Platform Around the globe, Around the clock
MapR Converged Data Platform
Data Center
Converged Data PlatformHigh Availability Real Time Unified Security Multi-tenancy Disaster Recovery Global Namespace
Existing Enterprise
Applications
Batch & Real-time Analytics
ApplicationsIntelligent Applications
Event Data
Streams
Analytical &
Machine Learning
Engines
Operational
Database
Cloud-Scale Data
Store
On-Premise, In the Cloud, Hybrid
Edge
¸MAPR-XD Value Proposition
MAPR-XD
DEPLOY, EXECUTE
ANYWHERE
PUBLIC
CLOUD
COMMODITY
SERVERS
CLOUD SCALE SIMPLICITY
COREEDGE CLOUD
GLOBAL NAMESPACE
MULTI
TEMPERATURE
HOT
WARM
COLD
WEB
APPS
FILE
APPS
ANY DATA,
ANY WORKLOAD,
ONE PLATFORM
CONTAINER
APPS
NFS HDFS REST POSIX
REDUCE TCO
MAPR-XD
TCO
Global Namespace • See your data regardless of where it is physically without having to know
/us.mapr.com
/mapr
/project1
/home
/user1
Volumes
for
Data Management
Files
Folders
Stored in Volumes
/project2Tables
/emea.mapr.com /asia.mapr.com
/project1
Cluster Cluster Cluster
Mirror
Disaster
Recovery Copy
of Project1
Including Files,
Folders, Tables
Streams
Naturally Analytics-Ready
• “In-place” Analytics
– No moving data around
• Integrated Analytics Extensions
– Hadoop Ecosystem
– Spark
– Drill
• Integrated Operational DB
– key-value/document DB & SQL
– low-latency
• Global Pub/Sub Event Stream
– Persistent & Reliable
• Community
– Leader
– Contributor
90Billion
Ad auctions
processed per
day with MapR
1TrillionLog Lines
Analyzed and
processed
Where are We Focused in Financial Services?Securities & Investment Banking
Sell-side Buy-side Intermediaries Vendors
Investment Banking
Asset Management
Asset Services, Exchanges, Oversight
Data, Content and Fin Tech
Investment Lending Retail Payments
Wealth Management,
BrokerageConsumer Consumer Banking
Credit, Debit Cards
MapR Customers MapR Customers
3 of the Top Five Global
Investment Banks
Leading Hedge Funds & Major
Asset Mgmt. Firms
Leading Global Exchanges& Agencies
Leading Market Data Providers
Personal Finance & Brokerage Firms
Leading Banks & Online Lenders
Major Global & Regional Banking
Firms
Leading Credit Card & Acquirer
Firms
AMEXWells Fargo
Approved to publicly mention
Global Fortune 1000
Financial Analytics
enterprise-class big data and financial analytics
Big Data Analytics Compliance Financial Analytics
Our Solutions
Robo-Advisor
Who we are
• Established 2015 – launched January 2017
• Innovative analytics solutions for big data projects in financial services
• IP and algorithms associated with behavioural, sentiment analytics & emotional finance
• Continuous development of analytics solutions
• Work with industry leading partners as part of eco-system
• One of the Department for Trade’s Top 100 UK FinTech firms 2017
14
Analytics Engine
Emotional Finance Algorithms
Other Algorithms
Idol SoftwareStructured
and Unstructured Data
14
Relational, Mainframe
Documents and emails
Machine and Cloud
Market and Equity Data Feeds
DatalakeVertica Data Warehouse
CISC
O D
ata Virtu
alisation
Platforms: On Premise or Cloud Hosting
Analytics Engine
Emotional Finance Algorithms
Other Algorithms
Idol Software
Data Sources
Structured and
Unstructured Data
Real-time analytics
Business Intelligence
Output signals
Delivery Models
API
App
Dashboard
Cisco UCS Hardware
Ingestion Engine
Data Transfer
Web Crawler
Data Feeds
Delivering Financial Analytics for competitive edge
For Central Banks
Capturing sentiment from Central Bank statements and Macro Economic data, and its effect on the markets.
Plus, market manipulation and fraud detection.
Compliance Regulatory reporting data capture and analysis.
Investment
Next generation Robo-advice in production
Disrupt the existing consumer wealth management market
Access to sophisticated investment decision models
A free reign to choose preferred asset universe for years to come
Portfolio Management
Trading strategy for portfolio composition
Uses the proven academic concept of ‘second order stochastic dominance’
Algorithms focus on the entire distribution
Reduces downside risk and enhances upside potential
Daily buy/sell trading signals
THANK YOU
enterprise-class big data and financial analytics