The document discusses trends in hybrid cloud, big data, and consumerization and their impact on enterprise systems. Key points include:
- Hybrid cloud models are emerging that combine private and public clouds for flexibility and cost savings.
- Big data is driving the need for new database and analytics technologies to handle large, diverse datasets and real-time insights.
- Consumerization is bringing new mobile access channels and requiring integration of consumer applications.
Overview of Cogent Company. Cogent is a consulting firm based in Dallas with Offices in Chicago and Oklahoma City. Learn about our Microsoft-based consulting practice.
Envision IT - Designing your SharePoint Extranet to work for youEnvision IT
Envision IT demonstrates how our clients are using SharePoint to transform their businesses, lower costs and maximize growth potential with an Extranet. See how we extend SharePoint beyond the corporate firewall and deliver an enhanced user experience.
IBM software is optimized to work together in integrated solutions and architected on open standards that allow it to work with other software and hardware.
This is a presentation for the paper "Governance of Information Security Elements inService-Oriented Enterprise Architecture" published in the proceedings of 10th International Symposium on Pervasive Systems, Algorithms, and Networks
Given infrastructure changes and complexities, managing IT as a service seems a daunting task. By breaking down management silos and automating the discovery, mapping, analytics, monitoring and reporting functions, AccelOps has made datacenter and IT service management tangible, effective and maintainable. Our service-oriented approach links the infrastructure directly to business and business services. AccelOps empowers organizations to readily monitor, achieve and continuously improve service availability, performance and security objectives.
Unilog enables global as well as emerging enterprises with end-to-end master data quality solutions. We handle all kinds of data types and our gamut of data services ranges from data cleansing and audits to data enrichment and catalogue creation. Our unique blend of domain expertise, proven methodologies, proprietary DQM tools and sound experience form the backbone of our high quality services. We are focused on garnering critical insights that help our customers make the best decisions.
Licenciado em Engenharia Física e Doutorado em Física Tecnológica pela Universidade de Coimbra. É cofundador, presidente e CEO da ISA – Intelligent Sensing Anywhere, S.A., empresa de base tecnológica pioneira e líder mundial em telemetria e gestão remota aplicada aos mercados do Oil & Gas, Energia, Ambiente e Saúde. É Professor Convidado da Universidade de Coimbra na área do Empreendedorismo e Inovação Tecnológica, tendo anteriormente sido responsável pela regência de disciplinas nas áreas da Física, Eletrónica, Instrumentação e Processamento Digital de Sinal em tempo real. Foi investigador na Faculdade de Ciências e Tecnologia da Universidade de Coimbra e perito avaliador da Agência de Inovação, do IAPMEI, da Academia i-Techpartner e da Comissão Europeia na área dos real time embedded systems e da eficiência energética.
Enterprise Content Management and Microsoft Office SharePoint Server 2007 - U...Dave Healey
SharePoint Server 2007 is changing the way cutomers think about Information Management; from a specialized vertical application to broadly available, horizontal infrastructure. Understand how SharePoint is changing the ECM marketplace and learn how to take advantage of the opportunity to grow your business.
With its product CIMM2, Unilog helps companies drastically cut down their time to a mature eCommerce business model. CIMM2 has the ability to take hundreds of thousands of product online and manage the entire “Click to Cash” process. CIMM2 features a robust Product Information Manager; an easy to use Content Management System; a built for purpose eCommerce engine and full feature Mobile Application.
Does Hybrid Cloud Work? 5 Success Stories with VMware Hybrid CloudsBluelock
Does hybrid cloud work? 5 success stories using a VMware vCloud-based cloud solution. Learn how to successfully implement a hybrid cloud strategy while capitalizing on your existing vSphere and VMware technology.
What you'll learn:
- How to place your workload between public, private, and non-cloud for optimal efficiency.
- Hear hybrid cloud success stories on identifying the need and implementing a solution.
- How to make your hybrid cloud strategy work for you to save you money.
En dynamisk infrastruktur stiller krav om hybride løsninger med et centraliseret system management. Derfor udgør IBM System z et væsentligt element i en Cloud-løsning. Lær hvordan, man håndterer en dynamisk infrastruktur i skyen.
Læs mere her: bit.ly/softwaredagsystemz3
Overview of Cogent Company. Cogent is a consulting firm based in Dallas with Offices in Chicago and Oklahoma City. Learn about our Microsoft-based consulting practice.
Envision IT - Designing your SharePoint Extranet to work for youEnvision IT
Envision IT demonstrates how our clients are using SharePoint to transform their businesses, lower costs and maximize growth potential with an Extranet. See how we extend SharePoint beyond the corporate firewall and deliver an enhanced user experience.
IBM software is optimized to work together in integrated solutions and architected on open standards that allow it to work with other software and hardware.
This is a presentation for the paper "Governance of Information Security Elements inService-Oriented Enterprise Architecture" published in the proceedings of 10th International Symposium on Pervasive Systems, Algorithms, and Networks
Given infrastructure changes and complexities, managing IT as a service seems a daunting task. By breaking down management silos and automating the discovery, mapping, analytics, monitoring and reporting functions, AccelOps has made datacenter and IT service management tangible, effective and maintainable. Our service-oriented approach links the infrastructure directly to business and business services. AccelOps empowers organizations to readily monitor, achieve and continuously improve service availability, performance and security objectives.
Unilog enables global as well as emerging enterprises with end-to-end master data quality solutions. We handle all kinds of data types and our gamut of data services ranges from data cleansing and audits to data enrichment and catalogue creation. Our unique blend of domain expertise, proven methodologies, proprietary DQM tools and sound experience form the backbone of our high quality services. We are focused on garnering critical insights that help our customers make the best decisions.
Licenciado em Engenharia Física e Doutorado em Física Tecnológica pela Universidade de Coimbra. É cofundador, presidente e CEO da ISA – Intelligent Sensing Anywhere, S.A., empresa de base tecnológica pioneira e líder mundial em telemetria e gestão remota aplicada aos mercados do Oil & Gas, Energia, Ambiente e Saúde. É Professor Convidado da Universidade de Coimbra na área do Empreendedorismo e Inovação Tecnológica, tendo anteriormente sido responsável pela regência de disciplinas nas áreas da Física, Eletrónica, Instrumentação e Processamento Digital de Sinal em tempo real. Foi investigador na Faculdade de Ciências e Tecnologia da Universidade de Coimbra e perito avaliador da Agência de Inovação, do IAPMEI, da Academia i-Techpartner e da Comissão Europeia na área dos real time embedded systems e da eficiência energética.
Enterprise Content Management and Microsoft Office SharePoint Server 2007 - U...Dave Healey
SharePoint Server 2007 is changing the way cutomers think about Information Management; from a specialized vertical application to broadly available, horizontal infrastructure. Understand how SharePoint is changing the ECM marketplace and learn how to take advantage of the opportunity to grow your business.
With its product CIMM2, Unilog helps companies drastically cut down their time to a mature eCommerce business model. CIMM2 has the ability to take hundreds of thousands of product online and manage the entire “Click to Cash” process. CIMM2 features a robust Product Information Manager; an easy to use Content Management System; a built for purpose eCommerce engine and full feature Mobile Application.
Does Hybrid Cloud Work? 5 Success Stories with VMware Hybrid CloudsBluelock
Does hybrid cloud work? 5 success stories using a VMware vCloud-based cloud solution. Learn how to successfully implement a hybrid cloud strategy while capitalizing on your existing vSphere and VMware technology.
What you'll learn:
- How to place your workload between public, private, and non-cloud for optimal efficiency.
- Hear hybrid cloud success stories on identifying the need and implementing a solution.
- How to make your hybrid cloud strategy work for you to save you money.
En dynamisk infrastruktur stiller krav om hybride løsninger med et centraliseret system management. Derfor udgør IBM System z et væsentligt element i en Cloud-løsning. Lær hvordan, man håndterer en dynamisk infrastruktur i skyen.
Læs mere her: bit.ly/softwaredagsystemz3
In this session, learn how you evaluate, design, build, and manage distributed applications over hybrid infrastructures using Amazon Web Services. This session follows the evolution of a simple legacy data center expansion with basic connectivity into managing complex hybrid applications. Along the way, we investigate best practice designs in use by AWS customers. Topics covered include: interconnectivity, availability, security, hybrid networks with Amazon VPC and AWS Direct Connect as well as automated provisioning with AWS CloudFormation, and configuration management with AWS OpsWorks.
This presentation was given as part of the April 21, 2010 Northwest Clean Energy Resource Team meeting on Smart Grid Technology in Northwest Minnesota.
advanced metering infrastructure, advanced meter reading, internet of Things, WiMax, LTE, smart meter analytics, smart meter communication technologies, LTE advanced, WiFi, smart meter architectural blueprint
More details: (blog: http://sandyclassic.wordpress.com ,
linkedin: ie.linkedin.com/in/sandepsharma/)
Enterprise Security Architecture: From access to auditBob Rhubart
Paul Andres' presentation from OTN Architect Day in Pasadena, July 9, 2009.
Find an OTN Architect Day event near you: http://www.oracle.com/technology/architect/archday.html
Interact with Architect Day presenters and participants on Oracle Mix: https://mix.oracle.com/groups/15511
Building an Effective Identity Management StrategyNetIQ
Very few organizations do identity management as effectively as they could.
They have trouble developing effective methods for provisioning new users, de-provisioning old users, updating access privileges as users move around the organization, and automating the user change and configuration processes.
This presentation by identity and access management (IAM) experts, Adrian Lane, CTO and analyst at Securosis, and Rick Wagner, director of product management at NetIQ covered key elements of building a strong IAM strategy and the leading industry practices behind those strategies.
Originally presented as a UBM TechWeb DarkReading webinar the on-demand version will be available at: http://bit.ly/UUABIz until July 1st 2013.
IBM Smarter Business 2012 - PureSystems - PureDataIBM Sverige
År 2013 kommer nästan 70 % av företagens driftkostnader att läggas på existerande IT. Endaste en av fem organisationer lägger idag mer än 50 % av IT-budgeten på nya projekt. Med vetskap om den digitala tillväxt vi har framför oss, handlar ödesfrågan enligt Don Boulia, Vice President Strategy, IBM Software Group, därför om hur väl ett företags infrastruktur klarar förändringarna. Nya lanseringen i familjen IBM PureSystems, PureData, adresserar utmaningarna med stora datamängder.
Talare: Don Boulia, Vice President IBM WebSphere Cloud, Per Fredriksson, IBM PureSystems Executive Architect
Besök http://smarterbusiness.se för mer information.
Introduccion a SQL Server Master Data ServicesEduardo Castro
En esta presentación hacemos una introducción a SQL Server 2008 R2 Master Data Services.
Saludos,
Ing. Eduardo Castro Martínez, PhD – Microsoft SQL Server MVP
http://mswindowscr.org
http://comunidadwindows.org
Costa Rica
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http://ecastrom.blogspot.com
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Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Leading Change strategies and insights for effective change management pdf 1.pdf
Hybrid Cloud, BigData and Consumerization The 2012 Trends
1. Hybrid Cloud, BigData and Consumerization
The 2012 Trends
Danairat T.
Enterprise Architect, ASEAN
danairat.thanabodithammachari@oracle.com, +66-81-559-1446
2. The following is intended to outline our general product
direction. It is intended for information purposes only, and may
not be incorporated into any contract. It is not a commitment to
deliver any material, code, or functionality, and should not be
relied upon in making purchasing decisions.
The development, release, and timing of any features or
functionality described for Oracle’s products remain at the sole
discretion of Oracle.
3. Oracle
The world’s most complete, open, and integrated business software
and hardware systems
Type Public (NASDAQ: ORCL)
Industry Computer software, Hardware
Founded California, USA (1977)
Founder(s) Larry Ellison, Bob Miner, Ed Oates
500 Oracle Parkway, Redwood
Headquarters City, California, United States
Area served Worldwide (145 countries)
4. Complete. Open. Integrated. Leader.
• Database
• Data Warehousing
• Business Intelligence Applications
• Enterprise Performance Management
• System, Hardware, Storage
• Middleware
• Application Server
• Identity Management
• Customer Relationship Management
• Human Capital Management
• Supply Chain Management
• Retail
• Financial Services
• Banking
• Public Sector
• Communications
• Professional Services
5. Agenda
• Introduction and Consumerization
• Hybrid Cloud Computing
• Big Data
• Q&A
7. The Enterprise Reference Architecture
Access Channels
Integration and
Channel Systems
Core Systems
Enterprise Information Management
8. The Enterprise Reference Architecture
Access Channels
Integration and
Channel Systems
Insight Sales and
and Marketing
Monitoring
Core Systems
Enterprise Information Management
9. The Enterprise Reference Architecture
Access Channels
Integration and
Channel Systems
Insight Sales and Corporate Regulatory
and Marketing Admin. Compliance
Monitoring
Core Systems
Enterprise Information Management
10. The Enterprise Reference Architecture
Access Channels
Integration and
Channel Systems
Insight Sales and Corporate Regulatory
and Marketing Admin. Compliance
Monitoring
Core Systems
Enterprise Information Management
System Security/
Monitoring Enterprise Infrastructure Auditing
and
and
Management Identity
Management
11. The Enterprise Reference Architecture
Access Channels
Integration and
Channel Systems
Insight Sales and Corporate Regulatory
and Marketing Admin. Compliance
Monitoring
Core Systems
Enterprise Information Management
System Security/
Monitoring Enterprise Infrastructure Auditing
and
and
Management Identity
Management
12. The Enterprise Reference Architecture
Access Channels
Integration and
Channel Systems
Insight Sales and Corporate Regulatory
and Marketing Admin. Compliance
Monitoring
Core Systems
Enterprise Information Management
Customer Data Product Data Payment Data Accounting Org. Hierarchy
Enterprise Infrastructure
User Centric
System Process Centric Security/
Monitoring Auditing
Data Centric and
and
Management Decision Centric Identity
Management
H/W, Storage, OS, Database, AppServer Platform
13. Consumerization and Enterprise Systems
• Social Network Application
• Location Based Application
• Smart Touch Phone
• Tablets
• Smart TV
• WIFI Digital Camera
• Portable 3G Router
14. Consumerization and Enterprise Systems
• Social Network Application
• Location Based Application
• Smart Touch Phone
• Tablets
• Smart TV
• WIFI Digital Camera
• Portable 3G Router Consumerization and
Mobile Workforce
17. Server Virtualization and Platform Virtualization
Cloud Is NOT Just Server Virtualization
Server Virtualization Platform Virtualization
Make one physical resource look like many Make many physical resource look like one
Consumers Consumers
Single Virtual Platform
Multiple Virtual Servers
Virtualization Software Clustering GRID Software
Single Physical Resource
Multiple Physical Resources
18. Database Consolidation Approaches
Three Options Using Oracle Database 11g
Infrastructure Cloud Database Cloud
DW CRM ERP DW ERP CRM DW ERP CRM
DB
DB
DB
DB
DB
DB
DB
OS OS OS
Oracle VM Oracle VM OS OS OS OS
Server Virtualization Database Schema
Deploy in dedicated VMs Share server pool Share database instances
Server virtualization Real Application Clusters Real Application Clusters
19. Middleware Consolidation Approaches
Three Options Using Oracle WebLogic
Custom ERP Custom CRM ERP Custom CRM ERP
WebLogic WebLogic WebLogic
WLS WebLogic
Server Server WLS Server
VO VO Server
Virtualization
Guest OS Option
Guest OS
Hypervisor Hypervisor OS OS
Server Virtualization Server Virtualization
Platform Virtualization
with Guest OS with no Guest OS
Shared App Server
Dedicated App Servers Dedicated App Servers
Shared Pool of Hardware
Server virtualization Higher System Utilization
20. Oracle Private Cloud
Applications Cloud Management
Oracle Enterprise
Manager
Custom Apps Oracle Applications ISV Apps
Application
Performance Mgmt
Platform as a Service
Process Mgmt: Lifecycle
Integration: Security: User Interaction:
BPM Suite Management
SOA Suite Identity Mgmt WebCenter
Application Grid: WebLogic Server, Coherence, JRockit Configuration
Exalogic Elastic Cloud Management
Database Grid: Oracle Database, Database Options
Application
Exadata Database Machine
Quality Mgmt
Infrastructure as a Service
Oracle Solaris
Operating Systems: Oracle Enterprise Linux
Oracle Linux Ops Center
Oracle VM for SPARC (LDom)
Solaris Containers Oracle VM for x86
Physical & Virtual
Servers Systems Mgmt
Storage
21. Oracle Private Cloud
Applications Cloud Management
Oracle Enterprise
Manager
Custom Apps Oracle Applications ISV Apps
Application
Performance Mgmt
Platform as a Service
Lifecycle
Integration: Process Mgmt: Security: User Interaction:
Management
SOA Suite BPM Suite Identity Mgmt WebCenter
Application Grid: WebLogic Server, Coherence, JRockit Configuration
Exalogic Elastic Cloud Management
Database Grid: Oracle Database, Database Options
Application
Exadata Database Machine
Quality Mgmt
Infrastructure as a Service
Oracle Solaris
Operating Systems: Oracle Enterprise Linux
Oracle Linux Ops Center
Oracle VM for SPARC (LDom)
Solaris Containers Oracle VM for x86
Physical & Virtual
Servers Systems Mgmt
Storage
25. Big Data Defined
Big Data: Techniques and
Technologies that Make Handling
Data at Extreme Scale
Economical.
Brian Hopkins and Boris Evelson, Forrester Research, “Expand Your Digital Horizons with Big Data” (September 2011)
26. What Makes it Big Data?
SOCIAL
BLOG 101100101001
001001101010
101011100101
SMART 010100100101
METER
VOLUME VELOCITY VARIETY VALUE
27. Why Is Big Data Important NOW?
US HEALTH CARE MANUFACTURING GLOBAL PERSONAL EUROPE PUBLIC US RETAIL
LOCATION DATA SECTOR ADMIN
Increase industry Decrease dev., Increase service Increase industry Increase net
value per year by assembly costs provider revenue by value per year by margin by
by
$300 B –50% $100 B €250 B 60+%
Source: * McKinsey Global Institute: Big Data – The next frontier for innovation, competition and productivity (May 2011)
28. Divided Solution Spectrum
Data
Variety
Unstructured
Distributed NoSQL
File Systems Flexible
MapReduce
Specialized
Dynamic Solutions
Developer
Transaction
Schema (Key-Value) Centric
Stores
SQL
Schema DBMS DBMS Advanced Trusted
ETL Analytics Secure
(OLTP) (DW)
Administered
Information
Density
Acquire Organize Analyze
29. Bleeding Edge Solution Stack
Data
Variety
Unstructured
HDFS
Hadoop
Dynamic MapReduce
Schema Cassandra NoSQL
“R” Flexible
Specialized
Developer
Home Home Centric
Schema
RDBMS Grown Hive Grown
ETL BI
Information
Density
Acquire Organize Analyze
30. Oracle Engineered Systems
Data
Variety
Unstructured
Dynamic
Schema Big Data
Analytic
Schema
Exadata
Information
Density
Acquire Organize Analyze
31. “if you are serious about
software you should build
your own hardware
”
Alan Kay
33. Government Trends
• Everything as a Service Model
• Database as a Service
• Middleware as a Service
• Software as a Service
• Platform as a Service
• Paradigm Shift from Reactive to A Proactive Government
• Improve User Interactivity
• Content Recommendation / Targeting (Concierge)
• Provide a Platform for Collaboration (Agencies, Public & Apps Developers)
• Real-time Data Sharing (e.g. Data.gov & Data.gov.sg)
• Integration accessibility
• Semantic Web & Mashups
• Mobilization
• Predictive Analytics
34. Government Trends
• Everything as a Service Model
• Database as a Service
• Middleware as a Service
• Software as a Service
• Platform as a Service
• Paradigm Shift from Reactive to A Proactive Government
• Improve User Interactivity
• Content Recommendation / Targeting (Concierge)
• Provide a Platform for Collaboration (Agencies, Public & Apps Developers)
• Real-time Data Sharing (e.g. Data.gov & Data.gov.sg)
• Integration accessibility
• Semantic Web & Mashups
• Mobilization
• Predictive Analytics
35. Predictive Analytics
Architecture for Predictive Analytics
Unstructured
Oracle
Big Data
Web Analytics Machine
Structured
36. Predictive Analytics
Architecture for Predictive Analytics
Unstructured
Oracle
Big Data
Web Analytics Machine
Transaction
Data
Data Feeds
Oracle
Exadata
Structured Customer Machine
Data
37. Predictive Analytics
Architecture for Predictive Analytics
Unstructured
Oracle
Big Data
Web Analytics Machine
Transaction
Data
Data Feeds
Oracle
Exadata
Structured Customer Machine
Data
38. Predictive Analytics
Architecture for Predictive Analytics
Unstructured
Oracle
Big Data
Web Analytics Machine
Analytics
Tools
Transaction
Data
Data Feeds
Oracle
Exadata
Structured Customer Machine
Data
39. Predictive Analytics
Architecture for Predictive Analytics
Unstructured
Portal
Oracle
Big Data
Web Analytics Machine
Demographic
Analytics sAnalysis
Tools
Transaction
Data
Customer
Data Feeds Relationship
Management
Oracle
Exadata
Structured Customer Machine
Data
40. Predictive Analytics
eGovernment Use Cases
• Crisis Impact Analysis
• For example, when there is a chemical spill, weather Information are obtained from rain
sensors, wind sensors and facebook posts to ascertain the areas which will be impacted.
• Flood Control
• Make use of real-time data from sensors and facebook posts to predict areas that may
experience flooding. Deployment of traffic control, drainage workers to manage
situation
• Transport Bus Sensors
• Sensors are installed on buses and data is collected in real-time for display to
commuters.
(e.g. Wait Time, No. of passengers)
• Based on collected real-time data, bus companies can also deploy more buses to certain
routes in response to crowds