Dissecting Big Data and The Cloud in Capital Markets

Size: px
Start display at page:

Download "Dissecting Big Data and The Cloud in Capital Markets"

Transcription

1 Dissecting Big Data and The Cloud in Capital Markets December 2014 David B. Weiss Senior Analyst Page 1 Page 1

2 Agenda Some Background and Drivers Big Data Baby Steps The Real Capital Markets Cloud Recommendations Page 2

3 Agenda Some Background and Drivers Big Data Baby Steps The Real Capital Markets Cloud Recommendations Page 3

4 FS Technology No Longer A Leader Navigational DBs: Mainframe COBOL GML DBs - IBM IMS Relational DBs: Mainframe RDBMS DBs - Oracle, IBM SQL/DS AutEx SWIFT SQL: SQL ANSI Standard DBs - dbase, IBM DB2, Sybase Desktop PC DOC, XLS SGML ISDA Bloomberg Terminal The Server: Unix, Windows DBs - Microsoft SQL Server, MySQL Web Servers - Apache, Microsoft IIS HTML, PDF, XML FIX Protocol Google NoSQL: DBs Apache Cassandra, MarkLogic, MongoDB, Redis Apache Hadoop AWS Microsoft SharePoint SmartLogic FIXML FpML G-20 Agreement QuickFIX RDF RegNMS SalesForce.com SwapsWire Semantic Web: Apache Hadoop HDFS Dodd-Frank Act FIBO Knowledge Graph HTML5 SPARQL Thomson Reuters Eikon Triplestores Page 4

5 Data Everywhere Queries & Search Trading Financial Analysis Investment Management Research Management Risk Management Compliance ediscovery Semantic Search COB Surveillance Regulatory Compliance AML FATCA KYC API,.DOC, FIX, FIXML, FpML, HTML, HTML5, JDBC, JMS, ODBC,.PDF, SOAP, Text, XBRL,.XLS,.XML Data Management HTML.XLS.DOCs Text XML Research Reports Platforms Earnings/ Financial Data Pricing Web Servers RDBMS Market Data Enterprise Risk NoSQL Order Book Portfolios/ Positions Share Point Transactions Chat/ IM Logs Voice Recordings Security Master ERP HR Customer Master Compliance Reference Data LinkedIn Internet Twitter Page 5

6 Global Search for Alpha Q. In current market conditions, how challenging is alpha generation? (n=30) Extremely challenging 7% Not too or not at all challenging 23% Very challenging 33% Somewhat challenging 37% Page 6

7 e2014 Electronic Trading Adoption of Electronic Trading, 2001 to e % 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% Equities Futures Options FX Fixed Income Page 7

8 e2013 e2014 Algorithmic Trading Projected Adoption of Algorithmic Trading by Asset Class, 2004 to e % 60% 50% 40% 30% 20% 10% Equities Futures FX Options Fixed Income 0% Page 8

9 Algorithmic Trading 70% 60% 50% 40% 30% 20% 10% 0% 25% Projected Global Adoption of Algorithmic Trading by Region, 2004 to e % 33% 12% 7% 3% 1% 1% 2% 38% 18% 4% 45% 52% 22% 25% 9% 13% 60% 63% 64% 65% 65% 28% 32% 36% 16% 20% 24% 39% 42% 28% 31% e2013 e2014 U.S. Europe Asia Page 9

10 Agenda Some Background and Drivers Big Data Baby Steps The Real Capital Markets Cloud Recommendations Page 10

11 Big Data Components Technology Scalability Centralization Analytics Budget Accuracy of data/data quality Business sponsorship of concept Expertise of data scientist Governance framework High data availability Timeliness of response for queries Page 11

12 (Big) Baby Steps Cool Tools Commoditized and Open-Source Software Big Data tools for not so big FS problems Mostly tactical implementations in specific areas Majority of firms lack enterprise-wide big data strategy and those that do are often stuck in governance. Page 12

13 Big Data Survey Firm Types Respondent Firm Type (N=22) Third-party administrator 14% Hedge fund 9% Bank 32% Asset or wealth manager 27% Broker-dealer 18% Page 13

14 Data Management Priority Internal Priority Level for Data Management and Analytics (N=22) Low priority 9% Medium priority 36% High priority 55% Page 14

15 The Current Data IT Stack Q. What kinds of data management technology does your organization have in place? (N=22) Standard relational databases Business intelligence tools Standard data integration tools Data quality monitoring tools CEP technology Time series database Open-source databases Hadoop NoSQL databases Big data analytical appliance HDFS Proprietary database software 5% 9% 27% 32% 59% 59% 55% 50% 45% 45% 45% 77% Page 15

16 Who s invested in Big Data? Q. Does your organization currently have a big data initiative or strategy in place? (N=22) Are actively considering 9% No 41% Yes 50% Page 16

17 Big Data is in the house why? Big Data Benefits of Importance (n=13) Faster data analytics Better insight System scalability Granular drilldowns Proactive compliance Better predictive ability Faster time to market Metadata support Documentation tagging E-discovery Unstructured data Very important Somewhat important Not important Don't know Page 17

18 Big Data doubters why not? Q. Why is your organization not considering a big data technology approach? (n=9) Lack of business support/executive commitment 5 Perceived to be too expensive 3 No need to use it 2 Don't understand the benefits 2 Budget allocated elsewhere 1 Don't know enough about it 1 Page 18

19 Who owns Big Data? Respondent Job Function (N=22) Research and development 9% Trading 9% Data management 37% Operations 18% IT 27% Page 19

20 Who knows Big Data? Data Scientists Knowledge of financial markets Programming skills Statistical skills Page 20

21 Who s hiring (Big) Data Scientists? No, but plan to employ in the next 24 months 9% Q. Do you employ a data scientist? (N=22) What is a data scientist? 5% No, no plans to employ 45% Yes, currently employ 41% Page 21

22 Big Data Suitability Q. Which data sets do you believe are best suited to a big data approach at your organization? (N=22) Market data Risk data Regulatory compliance data Positional or transactional data Corporate actions data Performance data Instrument data Records retention Legal entity data Voice and messaging records Other 14% 23% 32% 32% 64% 59% 55% 50% 45% 45% 73% Page 22

23 Big Data Usage Q. In which areas is your firm using or planning to use big data technology? (n=13) Analytics for trading Quantitative research Revenue optimization Client management Risk management or modeling Cost reduction Market surveillance or fraud Regulatory reporting support Marketing Strategy development and Positional or transactional Reference or market data Log data Product design and testing Page 23

24 Big Data Challenges Challenges Faced During Big Data Projects (n=13) Technical problems Other Inadequate business capabilities of technology Data privacy issues Inadequate technical knowledge Page 24

25 What s next for Big Data? Q. In which of the following areas do you think your organization would consider using big data technology? (n=15) Regulatory reporting support Client management Positional or transactional data Quantitative research Risk management or modeling Analytics for trading Cost reduction Reference or market data Market surveillance Marketing Revenue optimization Development and testing Other Product design and testing Page 25

26 Agenda Some Background and Drivers Big Data Baby Steps The Real Capital Markets Cloud Recommendations Page 26

27 The Cloud Generally Smarter Page 27

28 The Cloud No-Brainer??? Page 28

29 Capital Markets Cloud Drivers Commoditization facilitating going off-premises. Exchanges are exiting infrastructure provision. (NYSE Technologies valued at $0.) Global Search for Alpha Colocation reqs. making raw connectivity alone less relevant. 3 rd -Party Datacenter Proliferation OTCD Greenfield Projects ios icloud Everybody is a cloud expert! Page 29

30 Capital Markets Cloud Drivers Exchange Infrastructure Business Model Old Transitional New Datacenters Own/Build Lease/Build Lease Rackspace in 3 rd Party Datacenters Connectivity Own Network 3 rd Party Networks 3 rd Party Networks and POPs Expenses High Medium Low Revenue Goals High Low Low to None IT Offerings Many Medium Medium to None Market Data Fees High Medium Medium Example Old NYSE Nasdaq BATS, ICE Page 30

31 Cloud Survey Firm Types Breakdown of Respondents (n=21) Asset manager 10% Exchange/ATS 5% Brokerdealer/investment bank 85% Page 31

32 Who s invested in The Cloud? Q. Does your firm currently have cloud initiatives in place? (n=21) No 48% Yes 52% Page 32

33 Where s The (Capital Markets) Cloud? 3 rd -Party Datacenters Type of Cloud Services In Use (n=11) Combination of both 36% Public cloud 37% Private cloud 27% Page 33

34 What s The Capital Markets (3 rd -party datacenter hosted) Private Cloud? Single-tenant architecture + Encryption + Shared infrastructure hosted in independent market/connectivity-agnostic 3rd-party datacenters Datacenter Best Practices Reasonably Economical Cross-Connects POPs Connectivity Providers Exchanges The Cloud (AWS, Azure, Google) Hosted & ASP Software Services Hotels Campuses Communities Page 34

35 House in The Cloud why? Q. Rank the importance of benefits that you may get from the cloud (n=11) Moving from capex to opex High availability Faster time to market Disasterrecovery and System scalability Reducing TCO 3 7 Not important Important Very important Page 35

36 House in The Cloud why? Q. Which factors have or are likely to influence your use of cloud technology for data? (n=21) Cost reduction Desire to rationalize data feeds/vendor Strategic data quality related programs Client data focused initiatives Migration from legacy systems Regulatory initiatives Risk management function support Coping with a greater variety of Strategic consolidation post-merger Need for a more structured approach to Other 10% 10% 10% 29% 29% 29% 24% 24% 19% 19% 48% Page 36

37 Not so fast why not? Concerns about Cloud Initiatives (n=10) Other 10% Regulatory restrictions on data storage 30% Reliability and availability 30% Performance issues 40% Lack of control 50% Concerns over security 90% Page 37

38 Capital Markets Cloud Caution Ahead Data Sovereignty (Encryption is your friend!) Sovereign Jurisdictional Laws Civil law is way behind technology saddling off-premises infrastructure with deficient legal protection. Servers and services located off-premises (i.e., no longer installed) may cease to be real property and their data subject to access without notice. Much of the cloud s economy of scale is predicated on massive commoditization often at the expense of tailoring of infrastructure and contractual terms. It seemed like a good idea at the time. Page 38

39 Agenda Some Background and Drivers Big Data Baby Steps The Real Capital Markets Cloud Recommendations Page 39

40 Recommendations Jump into the Big Data pool tactically and get your feet wet governance and strategic implementation will follow. Adopt Big Data software tools not just for large datasets. 3 rd -party Datacenters are the real Cloud choose based on strategic relationships and connectivity. Secure your data no matter where it is. Never forget the law of unintended consequences. Page 40

41 Aite Group: Partner, Advisor, Catalyst Aite (pronounced eye-tay ) Group is an independent research and advisory firm focused on business, technology, and regulatory issues and their impact on the financial services industry. David B. Weiss Senior Analyst Virginie O Shea Senior Analyst Page 41

Investment Bank Case Study: Leveraging MarkLogic for Records Retention and Investigation

Investment Bank Case Study: Leveraging MarkLogic for Records Retention and Investigation Investment Bank Case Study: Leveraging MarkLogic for Records Retention and Investigation 2014 MarkLogic. All rights reserved. Reproduction of this white paper by any means is strictly prohibited. TABLE

More information

BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES

BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES BIG DATA ANALYTICS REFERENCE ARCHITECTURES AND CASE STUDIES Relational vs. Non-Relational Architecture Relational Non-Relational Rational Predictable Traditional Agile Flexible Modern 2 Agenda Big Data

More information

Peninsula Strategy. Creating Strategy and Implementing Change

Peninsula Strategy. Creating Strategy and Implementing Change Peninsula Strategy Creating Strategy and Implementing Change PS - Synopsis Professional Services firm Industries include Financial Services, High Technology, Healthcare & Security Headquartered in San

More information

Oracle Big Data Strategy Simplified Infrastrcuture

Oracle Big Data Strategy Simplified Infrastrcuture Big Data Oracle Big Data Strategy Simplified Infrastrcuture Selim Burduroğlu Global Innovation Evangelist & Architect Education & Research Industry Business Unit Oracle Confidential Internal/Restricted/Highly

More information

Applications for Big Data Analytics

Applications for Big Data Analytics Smarter Healthcare Applications for Big Data Analytics Multi-channel sales Finance Log Analysis Homeland Security Traffic Control Telecom Search Quality Manufacturing Trading Analytics Fraud and Risk Retail:

More information

Why NoSQL? Your database options in the new non- relational world. 2015 IBM Cloudant 1

Why NoSQL? Your database options in the new non- relational world. 2015 IBM Cloudant 1 Why NoSQL? Your database options in the new non- relational world 2015 IBM Cloudant 1 Table of Contents New types of apps are generating new types of data... 3 A brief history on NoSQL... 3 NoSQL s roots

More information

Accelerate Data Loading for Big Data Analytics Attunity Click-2-Load for HP Vertica

Accelerate Data Loading for Big Data Analytics Attunity Click-2-Load for HP Vertica Accelerate Data Loading for Big Data Analytics Attunity Click-2-Load for HP Vertica Menachem Brouk, Regional Director - EMEA Agenda» Attunity update» Solutions for : 1. Big Data Analytics 2. Live Reporting

More information

Data Analytics Infrastructure

Data Analytics Infrastructure Data Analytics Infrastructure Data Science SG Nov 2015 Meetup Le Nguyen The Dat @lenguyenthedat Backgrounds ZALORA Group (2013 2014) o Biggest online fashion retails in South East Asia o Data Infrastructure

More information

Analytics March 2015 White paper. Why NoSQL? Your database options in the new non-relational world

Analytics March 2015 White paper. Why NoSQL? Your database options in the new non-relational world Analytics March 2015 White paper Why NoSQL? Your database options in the new non-relational world 2 Why NoSQL? Contents 2 New types of apps are generating new types of data 2 A brief history of NoSQL 3

More information

A Big Data Storage Architecture for the Second Wave David Sunny Sundstrom Principle Product Director, Storage Oracle

A Big Data Storage Architecture for the Second Wave David Sunny Sundstrom Principle Product Director, Storage Oracle A Big Data Storage Architecture for the Second Wave David Sunny Sundstrom Principle Product Director, Storage Oracle Growth in Data Diversity and Usage 1.8 Zettabytes of Data in 2011, 20x Growth by 2020

More information

Cloud Computing and Big Data What Technical Writers Need to Know

Cloud Computing and Big Data What Technical Writers Need to Know Cloud Computing and Big Data What Technical Writers Need to Know Greg Olson, Senior Director Black Duck Software For the Society of Technical Writers Berkeley Chapter Black Duck 2014 Agenda Introduction

More information

Big Data Analytics - Accelerated. stream-horizon.com

Big Data Analytics - Accelerated. stream-horizon.com Big Data Analytics - Accelerated stream-horizon.com Legacy ETL platforms & conventional Data Integration approach Unable to meet latency & data throughput demands of Big Data integration challenges Based

More information

Preparing Your Data For Cloud

Preparing Your Data For Cloud Preparing Your Data For Cloud Narinder Kumar Inphina Technologies 1 Agenda Relational DBMS's : Pros & Cons Non-Relational DBMS's : Pros & Cons Types of Non-Relational DBMS's Current Market State Applicability

More information

Big Data Executive Survey

Big Data Executive Survey Big Data Executive Full Questionnaire Big Date Executive Full Questionnaire Appendix B Questionnaire Welcome The survey has been designed to provide a benchmark for enterprises seeking to understand the

More information

Data Modeling s Role in the Evolving World of Data Management. Donna Burbank CA Technologies

Data Modeling s Role in the Evolving World of Data Management. Donna Burbank CA Technologies Data Modeling s Role in the Evolving World of Data Management Donna Burbank CA Technologies Who am I? More than more than 15 years of experience in the areas of data management, metadata management, and

More information

IDC MarketScape: U.S. Government Private Cloud IaaS 2014 Vendor Assessment

IDC MarketScape: U.S. Government Private Cloud IaaS 2014 Vendor Assessment IDC MarketScape IDC MarketScape: U.S. Government Private Cloud IaaS 2014 Vendor Assessment Adelaide O'Brien THIS IDC MARKETSCAPE EXCERPT FEATURES: HP IDC MARKETSCAPE FIGURE FIGURE 1 IDC MarketScape U.S.

More information

Introducing Oracle Exalytics In-Memory Machine

Introducing Oracle Exalytics In-Memory Machine Introducing Oracle Exalytics In-Memory Machine Jon Ainsworth Director of Business Development Oracle EMEA Business Analytics 1 Copyright 2011, Oracle and/or its affiliates. All rights Agenda Topics Oracle

More information

INTRODUCTION TO CASSANDRA

INTRODUCTION TO CASSANDRA INTRODUCTION TO CASSANDRA This ebook provides a high level overview of Cassandra and describes some of its key strengths and applications. WHAT IS CASSANDRA? Apache Cassandra is a high performance, open

More information

Big Data: What You Should Know. Mark Child Research Manager - Software IDC CEMA

Big Data: What You Should Know. Mark Child Research Manager - Software IDC CEMA Big Data: What You Should Know Mark Child Research Manager - Software IDC CEMA Agenda Market Dynamics Defining Big Data Technology Trends Information and Intelligence Market Realities Future Applications

More information

and NoSQL Data Governance for Regulated Industries Using Hadoop Justin Makeig, Director Product Management, MarkLogic October 2013

and NoSQL Data Governance for Regulated Industries Using Hadoop Justin Makeig, Director Product Management, MarkLogic October 2013 Data Governance for Regulated Industries Using Hadoop and NoSQL Justin Makeig, Director Product Management, MarkLogic October 2013 Who am I? Product Manager for 6 years at MarkLogic Background in FinServ

More information

Big Data & Cloud Computing. Faysal Shaarani

Big Data & Cloud Computing. Faysal Shaarani Big Data & Cloud Computing Faysal Shaarani Agenda Business Trends in Data What is Big Data? Traditional Computing Vs. Cloud Computing Snowflake Architecture for the Cloud Business Trends in Data Critical

More information

Cloud Computing: Making the right choices

Cloud Computing: Making the right choices Cloud Computing: Making the right choices Kalpak Shah Clogeny Technologies Pvt Ltd 1 About Me Kalpak Shah Founder & CEO, Clogeny Technologies Passionate about economics and technology evolving through

More information

Datenverwaltung im Wandel - Building an Enterprise Data Hub with

Datenverwaltung im Wandel - Building an Enterprise Data Hub with Datenverwaltung im Wandel - Building an Enterprise Data Hub with Cloudera Bernard Doering Regional Director, Central EMEA, Cloudera Cloudera Your Hadoop Experts Founded 2008, by former employees of Employees

More information

Big Data Technologies Compared June 2014

Big Data Technologies Compared June 2014 Big Data Technologies Compared June 2014 Agenda What is Big Data Big Data Technology Comparison Summary Other Big Data Technologies Questions 2 What is Big Data by Example The SKA Telescope is a new development

More information

BIRT in the World of Big Data

BIRT in the World of Big Data BIRT in the World of Big Data David Rosenbacher VP Sales Engineering Actuate Corporation 2013 Actuate Customer Days Today s Agenda and Goals Introduction to Big Data Compare with Regular Data Common Approaches

More information

Using OBIEE for Location-Aware Predictive Analytics

Using OBIEE for Location-Aware Predictive Analytics Using OBIEE for Location-Aware Predictive Analytics Jean Ihm, Principal Product Manager, Oracle Spatial and Graph Jayant Sharma, Director, Product Management, Oracle Spatial and Graph, MapViewer Oracle

More information

Case Studies: Protecting Sensitive Data in

Case Studies: Protecting Sensitive Data in Case Studies: Protecting Sensitive Data in C.J. Radford Vice President, Cloud September 18, 2014 Contact: @cjrad; cradford@vormetric.com Agenda Data Security Challenges Top Considerations for Data Centric

More information

Big Data on the Open Cloud

Big Data on the Open Cloud Big Data on the Open Cloud Rackspace Private Cloud, Powered by OpenStack, Helps Reduce Costs and Improve Operational Efficiency Written by Niki Acosta, Cloud Evangelist, Rackspace Big Data on the Open

More information

Use of Big Data Technologies in Capital Markets

Use of Big Data Technologies in Capital Markets View Point Use of Big Data Technologies in Capital Markets - Ruchi Verma, Sathyan R Mani Abstract Data is growing at a tremendous rate with an increase in digital universe from 281 Exabyte s (year 2007)

More information

Dell Information Management solutions

Dell Information Management solutions Dell Information Management solutions Uday Tekumalla Solutions Marketing, Information Management 1 10/28/2013 Information Management Solutions My introduction Uday Tekumalla, the ponytail guy Information

More information

The Challenge of Big Data Benchmarking Large-Scale Data Management Insights from Benchmark Research

The Challenge of Big Data Benchmarking Large-Scale Data Management Insights from Benchmark Research Benchmarking Large-Scale Data Management Insights from Presentation Confidentiality Statement The materials in this presentation are protected under the confidential agreement and/or are copyrighted materials

More information

Big Data and Telecom Analytics Market: Business Case, Market Analysis & Forecasts 2014-2019

Big Data and Telecom Analytics Market: Business Case, Market Analysis & Forecasts 2014-2019 Brochure More information from http://www.researchandmarkets.com/reports/2643647/ Big Data and Telecom Analytics Market: Business Case, Market Analysis & Forecasts 2014-2019 Description: Big Data refers

More information

The Big Data Market: Business Case, Market Analysis & Forecasts 2015-2020

The Big Data Market: Business Case, Market Analysis & Forecasts 2015-2020 Brochure More information from http://www.researchandmarkets.com/reports/2983902/ The Big Data Market: Business Case, Market Analysis & Forecasts 2015-2020 Description: Big Data refers to a massive volume

More information

Oracle Big Data Handbook

Oracle Big Data Handbook ORACLG Oracle Press Oracle Big Data Handbook Tom Plunkett Brian Macdonald Bruce Nelson Helen Sun Khader Mohiuddin Debra L. Harding David Segleau Gokula Mishra Mark F. Hornick Robert Stackowiak Keith Laker

More information

Database Usage in the Public and Private Cloud: Choices and Preferences

Database Usage in the Public and Private Cloud: Choices and Preferences Database Usage in the Public and Private Cloud: Choices and Preferences What Early Adopters Are Saying ebook Introduction Organizations depend on their databases to process transactions and access the

More information

Cisco Solutions for Big Data and Analytics

Cisco Solutions for Big Data and Analytics Cisco Solutions for Big Data and Analytics Tarek Elsherif, Solutions Executive November, 2015 Agenda Major Drivers & Challengs Data Virtualization & Analytics Platform Considerations for Big Data & Analytics

More information

IBM: An Early Leader across the Big Data Security Analytics Continuum Date: June 2013 Author: Jon Oltsik, Senior Principal Analyst

IBM: An Early Leader across the Big Data Security Analytics Continuum Date: June 2013 Author: Jon Oltsik, Senior Principal Analyst ESG Brief IBM: An Early Leader across the Big Data Security Analytics Continuum Date: June 2013 Author: Jon Oltsik, Senior Principal Analyst Abstract: Many enterprise organizations claim that they already

More information

Move to Oracle Database with Oracle SQL Developer Migrations

<Insert Picture Here> Move to Oracle Database with Oracle SQL Developer Migrations Move to Oracle Database with Oracle SQL Developer Migrations The following is intended to outline our general product direction. It is intended for information purposes only, and

More information

Trends and Research Opportunities in Spatial Big Data Analytics and Cloud Computing NCSU GeoSpatial Forum

Trends and Research Opportunities in Spatial Big Data Analytics and Cloud Computing NCSU GeoSpatial Forum Trends and Research Opportunities in Spatial Big Data Analytics and Cloud Computing NCSU GeoSpatial Forum Siva Ravada Senior Director of Development Oracle Spatial and MapViewer 2 Evolving Technology Platforms

More information

Real World Big Data Architecture - Splunk, Hadoop, RDBMS

Real World Big Data Architecture - Splunk, Hadoop, RDBMS Copyright 2015 Splunk Inc. Real World Big Data Architecture - Splunk, Hadoop, RDBMS Raanan Dagan, Big Data Specialist, Splunk Disclaimer During the course of this presentagon, we may make forward looking

More information

JBoss Data Services. Enabling Data as a Service with. Gnanaguru Sattanathan Twitter:@gnanagurus Website: bushorn.com

JBoss Data Services. Enabling Data as a Service with. Gnanaguru Sattanathan Twitter:@gnanagurus Website: bushorn.com 1 Enabling Data as a Service with JBoss Data Services Prajod Vettiyattil Twitter: @prajods Gnanaguru Sattanathan Twitter:@gnanagurus Website: bushorn.com 2 What this session is about v The why and what

More information

Evaluating NoSQL for Enterprise Applications. Dirk Bartels VP Strategy & Marketing

Evaluating NoSQL for Enterprise Applications. Dirk Bartels VP Strategy & Marketing Evaluating NoSQL for Enterprise Applications Dirk Bartels VP Strategy & Marketing Agenda The Real Time Enterprise The Data Gold Rush Managing The Data Tsunami Analytics and Data Case Studies Where to go

More information

Forecast of Big Data Trends. Assoc. Prof. Dr. Thanachart Numnonda Executive Director IMC Institute 3 September 2014

Forecast of Big Data Trends. Assoc. Prof. Dr. Thanachart Numnonda Executive Director IMC Institute 3 September 2014 Forecast of Big Data Trends Assoc. Prof. Dr. Thanachart Numnonda Executive Director IMC Institute 3 September 2014 Big Data transforms Business 2 Data created every minute Source http://mashable.com/2012/06/22/data-created-every-minute/

More information

Making Sense of Big Data in Insurance

Making Sense of Big Data in Insurance Making Sense of Big Data in Insurance Amir Halfon, CTO, Financial Services, MarkLogic Corporation BIG DATA?.. SLIDE: 2 The Evolution of Data Management For your application data! Application- and hardware-specific

More information

HP Converged Cloud Cloud Platform Overview. Shane Pearson Vice President, Portfolio & Product Management

HP Converged Cloud Cloud Platform Overview. Shane Pearson Vice President, Portfolio & Product Management HP Converged Cloud Cloud Platform Overview Shane Pearson Vice President, Portfolio & Product Management Cloud is the biggest disruption since the Internet 1970-80s Mainframe 1990s Client/Server 2000s The

More information

Architecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing

Architecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing Architecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing Wayne W. Eckerson Director of Research, TechTarget Founder, BI Leadership Forum Business Analytics

More information

Blazent IT Data Intelligence Technology:

Blazent IT Data Intelligence Technology: Blazent IT Data Intelligence Technology: From Disparate Data Sources to Tangible Business Value White Paper The phrase garbage in, garbage out (GIGO) has been used by computer scientists since the earliest

More information

Composite Software Data Virtualization Turbocharge Analytics with Big Data and Data Virtualization

Composite Software Data Virtualization Turbocharge Analytics with Big Data and Data Virtualization Composite Software Data Virtualization Turbocharge Analytics with Big Data and Data Virtualization Composite Software, Inc. June 2011 TABLE OF CONTENTS INTRODUCTION... 3 PROBLEM ANALYTICS PUSH THE LIMITS

More information

CCA Fall 2012. Karl Erik Rye. Director, Comm. Products, GCI. kerye@gci.com

CCA Fall 2012. Karl Erik Rye. Director, Comm. Products, GCI. kerye@gci.com The Cloud (Enabler for Service Providers to Supply More to Their Customers) A Regional Carrier Perspective CCA Fall 2012 Karl Erik Rye Director, Comm. Products, GCI kerye@gci.com Data Center in the Cloud

More information

Cloud Computing Readiness - Background

Cloud Computing Readiness - Background IT Best Practices Audit Cloud Computing Readiness - Background Cloud based offerings are maturing and finally taking off after a long period (e.g. Software as a Service offerings have been available for

More information

GigaSpaces Real-Time Analytics for Big Data

GigaSpaces Real-Time Analytics for Big Data GigaSpaces Real-Time Analytics for Big Data GigaSpaces makes it easy to build and deploy large-scale real-time analytics systems Rapidly increasing use of large-scale and location-aware social media and

More information

Big Data and Data Science: Behind the Buzz Words

Big Data and Data Science: Behind the Buzz Words Big Data and Data Science: Behind the Buzz Words Peggy Brinkmann, FCAS, MAAA Actuary Milliman, Inc. April 1, 2014 Contents Big data: from hype to value Deconstructing data science Managing big data Analyzing

More information

Deploying Big Data to the Cloud: Roadmap for Success

Deploying Big Data to the Cloud: Roadmap for Success Deploying Big Data to the Cloud: Roadmap for Success James Kobielus Chair, CSCC Big Data in the Cloud Working Group IBM Big Data Evangelist. IBM Data Magazine, Editor-in- Chief. IBM Senior Program Director,

More information

Step by Step: Big Data Technology. Assoc. Prof. Dr. Thanachart Numnonda Executive Director IMC Institute 25 August 2015

Step by Step: Big Data Technology. Assoc. Prof. Dr. Thanachart Numnonda Executive Director IMC Institute 25 August 2015 Step by Step: Big Data Technology Assoc. Prof. Dr. Thanachart Numnonda Executive Director IMC Institute 25 August 2015 Data Sources IT Infrastructure Analytics 2 B y 2015, 20% of Global 1000 organizations

More information

ESS event: Big Data in Official Statistics. Antonino Virgillito, Istat

ESS event: Big Data in Official Statistics. Antonino Virgillito, Istat ESS event: Big Data in Official Statistics Antonino Virgillito, Istat v erbi v is 1 About me Head of Unit Web and BI Technologies, IT Directorate of Istat Project manager and technical coordinator of Web

More information

How to Leverage Big Data in the Cloud to Gain Competitive Advantage

How to Leverage Big Data in the Cloud to Gain Competitive Advantage How to Leverage Big Data in the Cloud to Gain Competitive Advantage James Kobielus, IBM Big Data Evangelist Editor-in-Chief, IBM Data Magazine Senior Program Director, Product Marketing, Big Data Analytics

More information

Big Data in Capital Markets: At the Start of the Journey Prepared for:

Big Data in Capital Markets: At the Start of the Journey Prepared for: Big Data in Capital Markets: At the Start of the Journey Prepared for: 2014 Thomson Reuters. All rights reserved. Reproduction of this white paper by any means is strictly prohibited. TABLE OF CONTENTS

More information

Oracle s Big Data solutions. Roger Wullschleger.

Oracle s Big Data solutions. Roger Wullschleger. <Insert Picture Here> s Big Data solutions Roger Wullschleger DBTA Workshop on Big Data, Cloud Data Management and NoSQL 10. October 2012, Stade de Suisse, Berne 1 The following is intended to outline

More information

The Future of Data Management

The Future of Data Management The Future of Data Management with Hadoop and the Enterprise Data Hub Amr Awadallah (@awadallah) Cofounder and CTO Cloudera Snapshot Founded 2008, by former employees of Employees Today ~ 800 World Class

More information

Decoding the Big Data Deluge a Virtual Approach. Dan Luongo, Global Lead, Field Solution Engineering Data Virtualization Business Unit, Cisco

Decoding the Big Data Deluge a Virtual Approach. Dan Luongo, Global Lead, Field Solution Engineering Data Virtualization Business Unit, Cisco Decoding the Big Data Deluge a Virtual Approach Dan Luongo, Global Lead, Field Solution Engineering Data Virtualization Business Unit, Cisco High-volume, velocity and variety information assets that demand

More information

TOP 8 TRENDS FOR 2016 BIG DATA

TOP 8 TRENDS FOR 2016 BIG DATA The year 2015 was an important one in the world of big data. What used to be hype became the norm as more businesses realized that data, in all forms and sizes, is critical to making the best possible

More information

Enhancing File System Search

Enhancing File System Search Enhancing File System Search Efficiency & productivity through effective information location Get started from just 6,000 2009 Diegesis Limited Enhanced Search for Windows and UNIX File Systems Efficiency

More information

Big Data and Analytics The New Core of Financial Services

Big Data and Analytics The New Core of Financial Services Big Data and Analytics The New Core of Financial Services Cloud Standards Customer Council March 18, 2013 Michael Versace, Global Research Director, Global Risk, IDC Financial Insights IDC Snap Shot Market

More information

2015 Analyst and Advisor Summit. Advanced Data Analytics Dr. Rod Fontecilla Vice President, Application Services, Chief Data Scientist

2015 Analyst and Advisor Summit. Advanced Data Analytics Dr. Rod Fontecilla Vice President, Application Services, Chief Data Scientist 2015 Analyst and Advisor Summit Advanced Data Analytics Dr. Rod Fontecilla Vice President, Application Services, Chief Data Scientist Agenda Key Facts Offerings and Capabilities Case Studies When to Engage

More information

How Big Is Big Data Adoption? Survey Results. Survey Results... 4. Big Data Company Strategy... 6

How Big Is Big Data Adoption? Survey Results. Survey Results... 4. Big Data Company Strategy... 6 Survey Results Table of Contents Survey Results... 4 Big Data Company Strategy... 6 Big Data Business Drivers and Benefits Received... 8 Big Data Integration... 10 Big Data Implementation Challenges...

More information

Business Intelligence Discover a wider perspective for your business

Business Intelligence Discover a wider perspective for your business Business Intelligence Discover a wider perspective for your business The tasks facing Business Intelligence The growth of information in recent years has reached an unprecedented level. Companies are intensely

More information

Big Impacts from Big Data UNION SQUARE ADVISORS LLC

Big Impacts from Big Data UNION SQUARE ADVISORS LLC Big Impacts from Big Data Solid Fundamental Drivers for the Big Data Analytics Market Massive Data Growth The Digital Universe - Data Growth (1) 7,910 exabytes Impacts of Analytics Will Be Felt Across

More information

Demystifying the Cloud Computing 02.22.2012

Demystifying the Cloud Computing 02.22.2012 Demystifying the Cloud Computing 02.22.2012 Speaker Introduction Victor Lang Enterprise Technology Consulting Services Victor Lang joined Smartbridge in early 2003 as the company s third employee and currently

More information

Executive Summary... 2 Introduction... 3. Defining Big Data... 3. The Importance of Big Data... 4 Building a Big Data Platform...

Executive Summary... 2 Introduction... 3. Defining Big Data... 3. The Importance of Big Data... 4 Building a Big Data Platform... Executive Summary... 2 Introduction... 3 Defining Big Data... 3 The Importance of Big Data... 4 Building a Big Data Platform... 5 Infrastructure Requirements... 5 Solution Spectrum... 6 Oracle s Big Data

More information

A Corporate Profile. www.thakralone.com

A Corporate Profile. www.thakralone.com A Corporate Profile www.thakralone.com WHO WE ARE Incorporated in 1997, Thakral One (formerly known as Raffles Solutions) aims to bridge the gap between business and information technology in emerging

More information

AGENDA. What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story. Our BIG DATA Roadmap. Hadoop PDW

AGENDA. What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story. Our BIG DATA Roadmap. Hadoop PDW AGENDA What is BIG DATA? What is Hadoop? Why Microsoft? The Microsoft BIG DATA story Hadoop PDW Our BIG DATA Roadmap BIG DATA? Volume 59% growth in annual WW information 1.2M Zetabytes (10 21 bytes) this

More information

XpoLog Competitive Comparison Sheet

XpoLog Competitive Comparison Sheet XpoLog Competitive Comparison Sheet New frontier in big log data analysis and application intelligence Technical white paper May 2015 XpoLog, a data analysis and management platform for applications' IT

More information

CLOUD COMPUTING. When it's smarter to rent than to buy.. Presented by Anand Tirumani

CLOUD COMPUTING. When it's smarter to rent than to buy.. Presented by Anand Tirumani CLOUD COMPUTING When it's smarter to rent than to buy.. Presented by Anand Tirumani Agenda Cloud Computing: Concepts and Terminologies What is Cloud Computing? Essential Characteristics Service Models

More information

You Have Your Data, Now What?

You Have Your Data, Now What? You Have Your Data, Now What? Kevin Shelly, GVP, Global Public Sector Data is a Resource SLIDE: 2 Time to Value SLIDE: 3 Big Data: Volume, VARIETY, and Velocity Simple Structured Complex Structured Textual/Unstructured

More information

Informatica Platform v10 for: Next Generation Analytics Cloud Modernization Data Archiving. Presented by Ilya Gershanov 12.05.2016

Informatica Platform v10 for: Next Generation Analytics Cloud Modernization Data Archiving. Presented by Ilya Gershanov 12.05.2016 Informatica Platform v10 for: Next Generation Analytics Cloud Modernization Data Archiving Presented by Ilya Gershanov 12.05.2016 Contents Introducing Informatica Next Generation Analytics Tinkoff Bank

More information

Composite Data Virtualization Composite Data Virtualization And NOSQL Data Stores

Composite Data Virtualization Composite Data Virtualization And NOSQL Data Stores Composite Data Virtualization Composite Data Virtualization And NOSQL Data Stores Composite Software October 2010 TABLE OF CONTENTS INTRODUCTION... 3 BUSINESS AND IT DRIVERS... 4 NOSQL DATA STORES LANDSCAPE...

More information

End to End Solution to Accelerate Data Warehouse Optimization. Franco Flore Alliance Sales Director - APJ

End to End Solution to Accelerate Data Warehouse Optimization. Franco Flore Alliance Sales Director - APJ End to End Solution to Accelerate Data Warehouse Optimization Franco Flore Alliance Sales Director - APJ Big Data Is Driving Key Business Initiatives Increase profitability, innovation, customer satisfaction,

More information

Consolidate by Migrating Your Databases to Oracle Database 11g. Fred Louis Enterprise Architect

Consolidate by Migrating Your Databases to Oracle Database 11g. Fred Louis Enterprise Architect Consolidate by Migrating Your Databases to Oracle Database 11g Fred Louis Enterprise Architect Agenda Why migrate to Oracle What is migration? What can you migrate to Oracle? SQL Developer Migration Workbench

More information

Lenovo System x servers achieve top customer satisfaction scores in 1Q15. May 2015 TBR T EC H N O LO G Y B U S I N ES S R ES EAR C H, I N C.

Lenovo System x servers achieve top customer satisfaction scores in 1Q15. May 2015 TBR T EC H N O LO G Y B U S I N ES S R ES EAR C H, I N C. Lenovo System x servers achieve top customer satisfaction scores in 1Q15 May 2015 TBR T EC H N O LO G Y B U S I N ES S R ES EAR C H, I N C. System x customer satisfaction scores surpass those of Dell and

More information

Brochure More information from http://www.researchandmarkets.com/reports/3050461/

Brochure More information from http://www.researchandmarkets.com/reports/3050461/ Brochure More information from http://www.researchandmarkets.com/reports/3050461/ Global Cloud Computing Market Service (Software, Infrastructure, Platform)- Strategy, Overview, Size, Share, Global Trends,

More information

Enterprise Data Integration

Enterprise Data Integration Enterprise Data Integration Access, Integrate, and Deliver Data Efficiently Throughout the Enterprise brochure How Can Your IT Organization Deliver a Return on Data? The High Price of Data Fragmentation

More information

Enhancing Lotus Domino search

Enhancing Lotus Domino search Enhancing Lotus Domino search Efficiency & productivity through effective information location 2009 Diegesis Limited Enhanced Search for Lotus Domino Efficiency and productivity - effective information

More information

ManageEngine (division of ZOHO Corporation) www.manageengine.com. Infrastructure Management Solution (IMS)

ManageEngine (division of ZOHO Corporation) www.manageengine.com. Infrastructure Management Solution (IMS) ManageEngine (division of ZOHO Corporation) www.manageengine.com Infrastructure Management Solution (IMS) Contents Primer on IM (Infrastructure Management)... 3 What is Infrastructure Management?... 3

More information

WHITE PAPER. Data Migration and Access in a Cloud Computing Environment INTELLIGENT BUSINESS STRATEGIES

WHITE PAPER. Data Migration and Access in a Cloud Computing Environment INTELLIGENT BUSINESS STRATEGIES INTELLIGENT BUSINESS STRATEGIES WHITE PAPER Data Migration and Access in a Cloud Computing Environment By Mike Ferguson Intelligent Business Strategies March 2014 Prepared for: Table of Contents Introduction...

More information

CA Technologies Big Data Infrastructure Management Unified Management and Visibility of Big Data

CA Technologies Big Data Infrastructure Management Unified Management and Visibility of Big Data Research Report CA Technologies Big Data Infrastructure Management Executive Summary CA Technologies recently exhibited new technology innovations, marking its entry into the Big Data marketplace with

More information

Microsoft Services Exceed your business with Microsoft SharePoint Server 2010

Microsoft Services Exceed your business with Microsoft SharePoint Server 2010 Microsoft Services Exceed your business with Microsoft SharePoint Server 2010 Business Intelligence Suite Alexandre Mendeiros, SQL Server Premier Field Engineer January 2012 Agenda Microsoft Business Intelligence

More information

Study concluded that success rate for penetration from outside threats higher in corporate data centers

Study concluded that success rate for penetration from outside threats higher in corporate data centers Auditing in the cloud Ownership of data Historically, with the company Company responsible to secure data Firewall, infrastructure hardening, database security Auditing Performed on site by inspecting

More information

Organisaties groot en klein, beginnen zich meer en meer te realiseren dat inzicht in (real-time) data helpt

Organisaties groot en klein, beginnen zich meer en meer te realiseren dat inzicht in (real-time) data helpt Data Virtualization, power to innovate with Agile data Drs. Patrick Berkhout, Enterprise en Software Architect, Trivento Organisaties groot en klein, beginnen zich meer en meer te realiseren dat inzicht

More information

Building Out Your Cloud-Ready Solutions. Clark D. Richey, Jr., Principal Technologist, DoD

Building Out Your Cloud-Ready Solutions. Clark D. Richey, Jr., Principal Technologist, DoD Building Out Your Cloud-Ready Solutions Clark D. Richey, Jr., Principal Technologist, DoD Slide 1 Agenda Define the problem Explore important aspects of Cloud deployments Wrap up and questions Slide 2

More information

Decision Ready Data: Power Your Analytics with Great Data. Murthy Mathiprakasam

Decision Ready Data: Power Your Analytics with Great Data. Murthy Mathiprakasam Decision Ready Data: Power Your Analytics with Great Data Murthy Mathiprakasam 2 Your Mission Repeatably deliver trusted and timely data for great analytics and great social impact 3 Great Data Powers

More information

Open Source in Financial Services: Meet the challenges of new business models and disruption

Open Source in Financial Services: Meet the challenges of new business models and disruption Open Source in Financial Services: Meet the challenges of new business models and disruption Speakers Vamsi Chemitiganti, General Manager Financial Services, Hortonworks Josh West, Senior Solutions Architect,

More information

Top 5 reasons to choose HP Information Archiving

Top 5 reasons to choose HP Information Archiving Technical white paper Top 5 reasons to choose HP Information Archiving Intelligent, scalable, and proven archiving solutions Table of Contents The value of intelligent archiving... 2 Top 5 reasons to choose

More information

IBM InfoSphere Guardium Data Activity Monitor for Hadoop-based systems

IBM InfoSphere Guardium Data Activity Monitor for Hadoop-based systems IBM InfoSphere Guardium Data Activity Monitor for Hadoop-based systems Proactively address regulatory compliance requirements and protect sensitive data in real time Highlights Monitor and audit data activity

More information

Data Warehousing in the Age of Big Data

Data Warehousing in the Age of Big Data Data Warehousing in the Age of Big Data Krish Krishnan AMSTERDAM BOSTON HEIDELBERG LONDON NEW YORK OXFORD * PARIS SAN DIEGO SAN FRANCISCO SINGAPORE SYDNEY TOKYO Morgan Kaufmann is an imprint of Elsevier

More information

Search and Real-Time Analytics on Big Data

Search and Real-Time Analytics on Big Data Search and Real-Time Analytics on Big Data Sewook Wee, Ryan Tabora, Jason Rutherglen Accenture & Think Big Analytics Strata New York October, 2012 Big Data: data becomes your core asset. It realizes its

More information

Necto on Azure The Ultimate Cloud Solution for BI

Necto on Azure The Ultimate Cloud Solution for BI Necto on Azure The Ultimate Cloud Solution for BI TECHNICAL WHITEPAPER Introduction Organizations of all sizes and sectors need Business Intelligence (BI) to scale operations, improve performance and remain

More information

The Future of Data Management with Hadoop and the Enterprise Data Hub

The Future of Data Management with Hadoop and the Enterprise Data Hub The Future of Data Management with Hadoop and the Enterprise Data Hub Amr Awadallah Cofounder & CTO, Cloudera, Inc. Twitter: @awadallah 1 2 Cloudera Snapshot Founded 2008, by former employees of Employees

More information

Big data: Unlocking strategic dimensions

Big data: Unlocking strategic dimensions Big data: Unlocking strategic dimensions By Teresa de Onis and Lisa Waddell Dell Inc. New technologies help decision makers gain insights from all types of data from traditional databases to high-visibility

More information