Business Intelligence on AWS Redshift
•
1 like•314 views
Agile Intelligent Solutions & Services primary focus is to make sure that all specter of solutions we offer can be architected and delivered in the cloud. As cloud-based solutions offer unprecedented scalability and elasticity, they also place specific demands on solutions architecture so the cost of cloud services can be minimized.
Report
Share
Report
Share
Download to read offline
Recommended
Ubiquity and You
An animation-free version of my deck from the Smart Cities 2013 and Northern Housing Consortium 'Inventing the Future' events.
ISA11 - Mike Kuniavsky - Designing Smart Things
Our relationship to the environment is changing through ubiquitous computing technologies like embedded processing and networking. This has resulted from cheap processing, pervasive networking, and low-power embedded processors. Key trends include a shift from generic to specialized devices and local to remote services. Devices are becoming specialized 'terminals' or 'appliances' connected to online 'services'. This blurs physical and digital objects and changes notions of ownership. Emerging technologies like NFC, smart materials and everything-as-a-service will impact domains like clothing, homes, transportation and cities, treating information itself as a material for 'decoration' and behavior change. Proper design must consider scales of experience and managing 'disconnects' between tasks, knowledge and contexts across
James Burke's Presentation at Emerging Communication Conference & Awards 2009...
By 2050, 7 billion of the 9 billion people living on Earth will live in cities. Cities will see a doubling in size of those with populations between 10 and 20 million inhabitants. As cities grow, infrastructure will need to be upgraded through approaches like cloud computing, APIs, sensor networks and other technologies to support this urbanization. The intelligence of city residents, their collective problem solving abilities, and artificial intelligence embedded in the urban environment will be key dimensions for developing intelligent cities.
IoT Asia - Succeed and thrive in a networked economy
Presentation that discussed how Cloud, Big Data, Mobility and IoT are creating a significant business opportunity in a networked economy.
Session 6 digitization and it strategy
The document discusses the history and evolution of digital cameras and photography. It notes that by 2004, more photos were taken on camera phones than on digital or film cameras. It then discusses how digital technology has transformed from the backend to the front-end, and from stand-alone devices to networked and wireless. The ubiquity of digital presence and familiar computing experiences are now giving way to new computing paradigms.
NIST and the Smart Grid
Daniel Sheflin previously served as VP for technology automation control solutions at Honeywell in Minnesota, where he led a multi-billion unit with thousands of engineers and scientists. During his tenure, Daniel Sheflin also served as the inaugural chairman of the then newly established Smart Grid Advisory Committee of the National Institute of Standards and Technology (NIST). The committee was tasked to advise the NIST director on Smart Grid initiatives.
Founded in 1901, NIST serves as an intermediary and collaborates with other government agencies and businesses by promoting standards in science and technology. The agency is charged to steer the creation of a framework that contains procedures and model benchmarks for information management so that smart grid systems and devices can function harmoniously.
The grid is the electric grid comprised of a network of transmission lines totaling over 300,000 miles, transformers, substations, and over 9,200 electric generating units that provide electricity to homes and businesses. The country needs a new type of grid capable of handling the exploding computerized and digital devices and technology dependent on electricity provided by the grid. Making the grid “smart” entails using digital technology that allows two-way communication among utilities and customers along with more sophisticated transmission line monitoring.
The Smart Grid will comprise computers, automation, and novel technologies that can work together to react digitally to the dynamic electrical environment. Its potential benefits include faster restoration or rerouting of electricity during power outages, more efficient electricity transmission, and increased assimilation of big-ticket renewable energy operations.
eInfochips IoT Infograph
'Internet of Things' is on its way to become 'Internet of Everything'
This Internet of Things (IoT) infograph from eInfochips will inform you about the growth, future opportunities and the technological involvement in this segment.
TRENDS AND CHALLENGES IN THE DAWN OF INTERNET OF THINGS ERA
1) The document discusses trends and challenges in the emerging field of the Internet of Things (IoT), which connects physical objects through internet connectivity and sensors.
2) Key enabling technologies for IoT include RFID, NFC, barcodes, QR codes, IPv6, and Bluetooth Smart devices.
3) Major issues in implementing IoT on a large scale involve lack of standardization, managing the huge number of connected devices, ensuring real-time performance, and addressing privacy and security threats posed by interconnected devices.
Recommended
Ubiquity and You
An animation-free version of my deck from the Smart Cities 2013 and Northern Housing Consortium 'Inventing the Future' events.
ISA11 - Mike Kuniavsky - Designing Smart Things
Our relationship to the environment is changing through ubiquitous computing technologies like embedded processing and networking. This has resulted from cheap processing, pervasive networking, and low-power embedded processors. Key trends include a shift from generic to specialized devices and local to remote services. Devices are becoming specialized 'terminals' or 'appliances' connected to online 'services'. This blurs physical and digital objects and changes notions of ownership. Emerging technologies like NFC, smart materials and everything-as-a-service will impact domains like clothing, homes, transportation and cities, treating information itself as a material for 'decoration' and behavior change. Proper design must consider scales of experience and managing 'disconnects' between tasks, knowledge and contexts across
James Burke's Presentation at Emerging Communication Conference & Awards 2009...
By 2050, 7 billion of the 9 billion people living on Earth will live in cities. Cities will see a doubling in size of those with populations between 10 and 20 million inhabitants. As cities grow, infrastructure will need to be upgraded through approaches like cloud computing, APIs, sensor networks and other technologies to support this urbanization. The intelligence of city residents, their collective problem solving abilities, and artificial intelligence embedded in the urban environment will be key dimensions for developing intelligent cities.
IoT Asia - Succeed and thrive in a networked economy
Presentation that discussed how Cloud, Big Data, Mobility and IoT are creating a significant business opportunity in a networked economy.
Session 6 digitization and it strategy
The document discusses the history and evolution of digital cameras and photography. It notes that by 2004, more photos were taken on camera phones than on digital or film cameras. It then discusses how digital technology has transformed from the backend to the front-end, and from stand-alone devices to networked and wireless. The ubiquity of digital presence and familiar computing experiences are now giving way to new computing paradigms.
NIST and the Smart Grid
Daniel Sheflin previously served as VP for technology automation control solutions at Honeywell in Minnesota, where he led a multi-billion unit with thousands of engineers and scientists. During his tenure, Daniel Sheflin also served as the inaugural chairman of the then newly established Smart Grid Advisory Committee of the National Institute of Standards and Technology (NIST). The committee was tasked to advise the NIST director on Smart Grid initiatives.
Founded in 1901, NIST serves as an intermediary and collaborates with other government agencies and businesses by promoting standards in science and technology. The agency is charged to steer the creation of a framework that contains procedures and model benchmarks for information management so that smart grid systems and devices can function harmoniously.
The grid is the electric grid comprised of a network of transmission lines totaling over 300,000 miles, transformers, substations, and over 9,200 electric generating units that provide electricity to homes and businesses. The country needs a new type of grid capable of handling the exploding computerized and digital devices and technology dependent on electricity provided by the grid. Making the grid “smart” entails using digital technology that allows two-way communication among utilities and customers along with more sophisticated transmission line monitoring.
The Smart Grid will comprise computers, automation, and novel technologies that can work together to react digitally to the dynamic electrical environment. Its potential benefits include faster restoration or rerouting of electricity during power outages, more efficient electricity transmission, and increased assimilation of big-ticket renewable energy operations.
eInfochips IoT Infograph
'Internet of Things' is on its way to become 'Internet of Everything'
This Internet of Things (IoT) infograph from eInfochips will inform you about the growth, future opportunities and the technological involvement in this segment.
TRENDS AND CHALLENGES IN THE DAWN OF INTERNET OF THINGS ERA
1) The document discusses trends and challenges in the emerging field of the Internet of Things (IoT), which connects physical objects through internet connectivity and sensors.
2) Key enabling technologies for IoT include RFID, NFC, barcodes, QR codes, IPv6, and Bluetooth Smart devices.
3) Major issues in implementing IoT on a large scale involve lack of standardization, managing the huge number of connected devices, ensuring real-time performance, and addressing privacy and security threats posed by interconnected devices.
Android powered internet of things
This document discusses the use of Android to power the Internet of Things (IoT). It provides context on smart cities and the growth of connected devices. Key points made include that Android is well-suited for IoT due to its power efficiency, ease of development, and ability to connect devices. Specific Android-powered IoT platforms and tools are mentioned, such as Bluetooth Smart, Xively for data logging, and Google's efforts in the space. Issues around standardization, scale, and privacy of isolated IoT networks are also addressed.
HICSS-50: Are smart cities to fragile
Discussion of four of the big technical issues with SmartCities: Open Data/ Open APIs, Buggy Software, Security and Connectivity
Inspire 2017 - Data Community Insiders - Acceleration of IoT
Imagine it’s 20 years ago: it's the golden age of Web 2.0. You want to build an internet-connected solution that bridges tens of thousands of connected devices and a mobile app. But, mobile apps (as we know it today) don't exist, and supporting that many devices streaming data concurrently is expensive. How long would it take to prototype a solution? Days, weeks, months, and what does the transition from prototype to production look like? We'll explore the factors making this solution possible in days, where it would have taken months 20 years ago.
Sketching Smart Things: User Experience Design of Ubiquitous Computing Devices
[Slideshare note: download to see the notes, which have the transcript of the talk in them] The user experience design of ubiquitous computing (ubicomp) products is a new branch of design. Like Web design was different from traditional graphic design, ubicomp user experience design is different from traditional industrial design. Mike will discuss how he has tackled (and occasionally has gotten tackled by) the unique challenges of ubicomp UX. He will reposition the notion of information as a design material, and propose merging interaction design with the principles of agile software development to create new tools for prototyping new interactions.
GIS Ireland 2014 - Dynamic GIS - Ciaran Kirk
As an industry we need to do a better job of making sense of our dynamically changing world by combining sensors, with software focused on providing solutions that work together to solve the challenges we meet today.
Kasadaka and ICT4D at VU
Kasadaka and ICT4D at VU as presented at Nationale dag voor duurzaamheid in het hoger onderwijs 2017 https://nddho.surf.nl/
CECA - Collaborative Approach for Decision Makers in Heterogeneous IoT Enviro...
The document discusses a collaborative approach (CECA) for integrating heterogeneous IoT systems and data sources to provide insights for decision makers. CECA uses data clustering and correlation algorithms to analyze sensor, asset, and user data from systems like cameras, WiFi networks, and physical security. It has an open source cloud-ready architecture and integrates technologies like big data analytics. Example use cases include improving operations at airports, farms, industrial plants, and smart cities by combining data from various IoT systems.
Applications instead of Capabilities: Innovating Return on Investment of Netw...
Although a huge progress has been made during the recent years in improving the so called "digital divide", still broadband access is limited in the rural areas of Europe. In addition, innovation performance has decreased in European regions. We argue that the take-up of Digital Social Innovation in view of the Next Generation Internet policies that will be launched at EU level have the capacity not only to improve the innovation performance gap, but most importantly to improve the ROI of investments in network and computing infrastructures in rural areas.
9 tech trends that will transform public services and improve citizens' lives
With this infographic we want to show how the citizens' lives improves through the transformation of public services
Internet of things
The document discusses the Internet of Things (IoT), which connects physical devices and objects through networks, allowing them to transfer data without human interaction. It describes how IoT systems can be applied in consumer, commercial, industrial, and infrastructure applications, including smart homes, healthcare, transportation, building automation, manufacturing, agriculture, and at metropolitan scales for energy management, environmental monitoring, and living labs.
Computer generations
The document discusses the five generations of computers from the 1940s to present. The first generation used vacuum tubes, were large and expensive. The second generation used transistors, which made computers smaller and more efficient. The third generation used integrated circuits and introduced keyboards and monitors. The fourth generation used microprocessors, making computers small enough to fit in your hand and leading to networks and the internet. The fifth generation involves artificial intelligence and technologies still being developed.
The street goes smart
Smart Streetlights, a new sub aspect of smart city illuminates the streets with smart network of connected LED lights
FIWARE Global Summit - The Smart City Program in Japan: Cities as Enablers of...
Presentation by Kenji Hiramoto
Chief Strategist (IT), Cabinet Secretariat, Government of Japan
FIWARE Global Summit
23-24 October 2019 - Berlin, Germany
"Big Data" by Steve Bryan, Vigillo
Vigillo CEO Steve Bryan's presentation to the Florida Trucking Association Annual Conference, July 2015
The Internet of Things (IoT)
This presentation is about The Internet of Things which means that every thing around us will be connected via technology. This is the future of technology where nothing will be lost but at the same time privacy might be an issue.
CIO Event - Big data, open data and telepathy: building better places to live...
CIO Event - Big data, open data and telepathy: building better places to live...Global Business Intel
Big data, open data and telepathy: building better places to live, work and travel
Presented by: Rick Robinson, IT Director, Smart Data and Technology, AmeyMore-flexible digital communication
Communication protocols for digital devices are very efficient but also very brittle: They require i...
Buenos Aires Anella Cultural
The document summarizes a videodance seminar discussing the future internet as a performing network. It describes how experimental infrastructure since 2000 has allowed HD dancing to be transmitted between Seoul and Barcelona in 2005. The future internet is proposed to not just be a media network, but also a performing network. The challenge is how to involve citizens in the new arts and culture focused internet. The Cultural Ring project aims to connect major art centers and local theaters across cities to share cultural events like performances, workshops and conferences over an IP network. The first Cultural Ring production was Metamembrana in 2008.
FIWARE Global Summit - Smart City & E-Government
Presentation by Ingobert Veith
Board Member, D21 & Director Public Policy, Huawei
FIWARE Global Summit
23-24 October 2019 - Berlin, Germany
Internet of Things
The Internet of Things (IoT) was first proposed in 1999 and connects various devices to a centralized network to analyze gathered information and provide services for health, safety, and environmental benefits. Projections estimate the number of IoT devices will grow significantly over the next few years across areas like wearables, connected automobiles, connected homes, and connected cities. While IoT provides opportunities, barriers to adoption include security concerns, lack of regulations and standards, costs of replacing devices, and ease of use challenges.
Q3
This document discusses the importance of including graphics in user manuals for the iPhone 5. It identifies three key types of graphics: 1) diagrams showing the location and function of buttons, 2) instructions for transferring data from old phones, and 3) steps for using tethering to connect other devices to the internet. The document argues that without these graphics, text alone would not clearly explain important functions like using buttons, transferring content from previous phones, and setting up tethering capabilities.
Pelatihan penyaringan air
Meningkatkan kualitas air, Menyediahkan solusi air siap pakai (Mandi dan Cuci) bagi desa Kramat dan Mengetahui dan mengerti cara pembuatan filter air jernih.
More Related Content
What's hot
Android powered internet of things
This document discusses the use of Android to power the Internet of Things (IoT). It provides context on smart cities and the growth of connected devices. Key points made include that Android is well-suited for IoT due to its power efficiency, ease of development, and ability to connect devices. Specific Android-powered IoT platforms and tools are mentioned, such as Bluetooth Smart, Xively for data logging, and Google's efforts in the space. Issues around standardization, scale, and privacy of isolated IoT networks are also addressed.
HICSS-50: Are smart cities to fragile
Discussion of four of the big technical issues with SmartCities: Open Data/ Open APIs, Buggy Software, Security and Connectivity
Inspire 2017 - Data Community Insiders - Acceleration of IoT
Imagine it’s 20 years ago: it's the golden age of Web 2.0. You want to build an internet-connected solution that bridges tens of thousands of connected devices and a mobile app. But, mobile apps (as we know it today) don't exist, and supporting that many devices streaming data concurrently is expensive. How long would it take to prototype a solution? Days, weeks, months, and what does the transition from prototype to production look like? We'll explore the factors making this solution possible in days, where it would have taken months 20 years ago.
Sketching Smart Things: User Experience Design of Ubiquitous Computing Devices
[Slideshare note: download to see the notes, which have the transcript of the talk in them] The user experience design of ubiquitous computing (ubicomp) products is a new branch of design. Like Web design was different from traditional graphic design, ubicomp user experience design is different from traditional industrial design. Mike will discuss how he has tackled (and occasionally has gotten tackled by) the unique challenges of ubicomp UX. He will reposition the notion of information as a design material, and propose merging interaction design with the principles of agile software development to create new tools for prototyping new interactions.
GIS Ireland 2014 - Dynamic GIS - Ciaran Kirk
As an industry we need to do a better job of making sense of our dynamically changing world by combining sensors, with software focused on providing solutions that work together to solve the challenges we meet today.
Kasadaka and ICT4D at VU
Kasadaka and ICT4D at VU as presented at Nationale dag voor duurzaamheid in het hoger onderwijs 2017 https://nddho.surf.nl/
CECA - Collaborative Approach for Decision Makers in Heterogeneous IoT Enviro...
The document discusses a collaborative approach (CECA) for integrating heterogeneous IoT systems and data sources to provide insights for decision makers. CECA uses data clustering and correlation algorithms to analyze sensor, asset, and user data from systems like cameras, WiFi networks, and physical security. It has an open source cloud-ready architecture and integrates technologies like big data analytics. Example use cases include improving operations at airports, farms, industrial plants, and smart cities by combining data from various IoT systems.
Applications instead of Capabilities: Innovating Return on Investment of Netw...
Although a huge progress has been made during the recent years in improving the so called "digital divide", still broadband access is limited in the rural areas of Europe. In addition, innovation performance has decreased in European regions. We argue that the take-up of Digital Social Innovation in view of the Next Generation Internet policies that will be launched at EU level have the capacity not only to improve the innovation performance gap, but most importantly to improve the ROI of investments in network and computing infrastructures in rural areas.
9 tech trends that will transform public services and improve citizens' lives
With this infographic we want to show how the citizens' lives improves through the transformation of public services
Internet of things
The document discusses the Internet of Things (IoT), which connects physical devices and objects through networks, allowing them to transfer data without human interaction. It describes how IoT systems can be applied in consumer, commercial, industrial, and infrastructure applications, including smart homes, healthcare, transportation, building automation, manufacturing, agriculture, and at metropolitan scales for energy management, environmental monitoring, and living labs.
Computer generations
The document discusses the five generations of computers from the 1940s to present. The first generation used vacuum tubes, were large and expensive. The second generation used transistors, which made computers smaller and more efficient. The third generation used integrated circuits and introduced keyboards and monitors. The fourth generation used microprocessors, making computers small enough to fit in your hand and leading to networks and the internet. The fifth generation involves artificial intelligence and technologies still being developed.
The street goes smart
Smart Streetlights, a new sub aspect of smart city illuminates the streets with smart network of connected LED lights
FIWARE Global Summit - The Smart City Program in Japan: Cities as Enablers of...
Presentation by Kenji Hiramoto
Chief Strategist (IT), Cabinet Secretariat, Government of Japan
FIWARE Global Summit
23-24 October 2019 - Berlin, Germany
"Big Data" by Steve Bryan, Vigillo
Vigillo CEO Steve Bryan's presentation to the Florida Trucking Association Annual Conference, July 2015
The Internet of Things (IoT)
This presentation is about The Internet of Things which means that every thing around us will be connected via technology. This is the future of technology where nothing will be lost but at the same time privacy might be an issue.
CIO Event - Big data, open data and telepathy: building better places to live...
CIO Event - Big data, open data and telepathy: building better places to live...Global Business Intel
Big data, open data and telepathy: building better places to live, work and travel
Presented by: Rick Robinson, IT Director, Smart Data and Technology, AmeyMore-flexible digital communication
Communication protocols for digital devices are very efficient but also very brittle: They require i...
Buenos Aires Anella Cultural
The document summarizes a videodance seminar discussing the future internet as a performing network. It describes how experimental infrastructure since 2000 has allowed HD dancing to be transmitted between Seoul and Barcelona in 2005. The future internet is proposed to not just be a media network, but also a performing network. The challenge is how to involve citizens in the new arts and culture focused internet. The Cultural Ring project aims to connect major art centers and local theaters across cities to share cultural events like performances, workshops and conferences over an IP network. The first Cultural Ring production was Metamembrana in 2008.
FIWARE Global Summit - Smart City & E-Government
Presentation by Ingobert Veith
Board Member, D21 & Director Public Policy, Huawei
FIWARE Global Summit
23-24 October 2019 - Berlin, Germany
Internet of Things
The Internet of Things (IoT) was first proposed in 1999 and connects various devices to a centralized network to analyze gathered information and provide services for health, safety, and environmental benefits. Projections estimate the number of IoT devices will grow significantly over the next few years across areas like wearables, connected automobiles, connected homes, and connected cities. While IoT provides opportunities, barriers to adoption include security concerns, lack of regulations and standards, costs of replacing devices, and ease of use challenges.
What's hot (20)
Inspire 2017 - Data Community Insiders - Acceleration of IoT
Inspire 2017 - Data Community Insiders - Acceleration of IoT
Sketching Smart Things: User Experience Design of Ubiquitous Computing Devices
Sketching Smart Things: User Experience Design of Ubiquitous Computing Devices
CECA - Collaborative Approach for Decision Makers in Heterogeneous IoT Enviro...
CECA - Collaborative Approach for Decision Makers in Heterogeneous IoT Enviro...
Applications instead of Capabilities: Innovating Return on Investment of Netw...
Applications instead of Capabilities: Innovating Return on Investment of Netw...
9 tech trends that will transform public services and improve citizens' lives
9 tech trends that will transform public services and improve citizens' lives
FIWARE Global Summit - The Smart City Program in Japan: Cities as Enablers of...
FIWARE Global Summit - The Smart City Program in Japan: Cities as Enablers of...
CIO Event - Big data, open data and telepathy: building better places to live...
CIO Event - Big data, open data and telepathy: building better places to live...
Viewers also liked
Q3
This document discusses the importance of including graphics in user manuals for the iPhone 5. It identifies three key types of graphics: 1) diagrams showing the location and function of buttons, 2) instructions for transferring data from old phones, and 3) steps for using tethering to connect other devices to the internet. The document argues that without these graphics, text alone would not clearly explain important functions like using buttons, transferring content from previous phones, and setting up tethering capabilities.
Pelatihan penyaringan air
Meningkatkan kualitas air, Menyediahkan solusi air siap pakai (Mandi dan Cuci) bagi desa Kramat dan Mengetahui dan mengerti cara pembuatan filter air jernih.
Instructions
These documents explain various ways to make the background of a graphic transparent in Adobe Photoshop CS5, including: creating a new file with a transparent background; unlocking and changing the background layer to normal; using the eraser tool or magic eraser tool to erase sections; and saving as a GIF file type while maintaining transparency. Specific steps are provided for each method, such as selecting transparent from the canvas menu when making a new file, or clicking on sections to erase with the magic eraser tool. Instructions are also given for saving graphics with a transparent background for use on the web.
Preparing for a Job Interview - Part 1
Oracle provides server, storage, and operating systems to over 370,000 users in 145 countries. The company believes that partner growth leads to company growth, so it focuses on partner training and education. Oracle divides training into human skills, technology knowledge, and job-specific skills, and partners propose and complete their own training plans. The company offers abundant education courses to improve skills like business acumen and human skills. Overall, Oracle's policies aim to continuously help partners learn new skills and gain diverse experiences.
How to make background of graphic transparency
This document provides instructions for making the background of a graphic transparent using Adobe Photoshop CS5. It discusses 5 methods: 1) Setting the background to transparent when creating a new file, 2) Unlocking and changing the background layer type to "normal", 3) Using the eraser tool, 4) Using the magic eraser tool, and 5) Saving the file as a GIF to maintain transparency when using on the web. For each method, it provides step-by-step instructions and accompanying screenshots to illustrate the process.
Native advertising
Overview and Information on native advertising - definition, Republic Media opportunities, examples, benefits, tips and industry statistics
Q3
The document discusses the importance of including graphics in an iPhone 5 user manual. It suggests three types of graphics: [1] Figure 1 showing the location of buttons and functions to clearly explain their purpose; [2] Figures 2 explaining how to transfer data from an old iPhone model to the iPhone 5; and [3] Figures 3 demonstrating how to use the tethering function to connect other devices to the internet using the iPhone 5. The graphics are essential for helping users understand words, functions, and how to set up and use different features of the iPhone 5.
Functional Description
The document provides information about the iPhone5 smartphone. It discusses the phone's performance, physical design, functions, and ease of use. Specifically, it notes that the iPhone5 has a high resolution Retina display, long battery life, and fast A6 chip. It is thinner and lighter than previous models with a larger display. The iPhone5 also has useful functions like maps, camera, Siri, and FaceTime. Graphics are included to illustrate the phone's buttons and ports, how to transfer data from an old phone, and how to use the tethering feature.
How to make background of graphic transparency
The document provides instructions for making backgrounds of graphics transparent in Adobe Photoshop CS5. It describes five methods: 1) Setting the background to transparent when creating a new file, 2) Unlocking and changing the background layer type to normal to allow transparency, 3) Using the eraser tool to make selected areas transparent, 4) Using the magic eraser tool to make contiguous areas of the same color transparent, and 5) Saving the file as a GIF to maintain transparency when exporting for web use. Figures and step-by-step descriptions are provided for each method.
How to write effective business e mails
The document discusses how to write effective business emails. It explains that email is commonly used for business communication so it is important to know how to write formal emails. Some key points about emails are that they don't require immediate responses, are cost effective, and allow sending messages to multiple people at once. However, emails also lack nonverbal cues and tone, so messages must be written clearly. The document provides tips for improving email writing skills, such as learning formal vocabulary and structure. Overall, it stresses the importance of being careful, clear and concise when composing business emails.
Streality
STREALITY aims to foster cultural diversity and exchange between Spain, Taiwan, and Kazakhstan by producing live streaming theater performances that combine traditional theater, live streaming, and gastronomy from the featured cultures. Their first production will involve performers in Barcelona and Taipei telling the same story simultaneously through a live streaming duet. The performances will integrate cooking demonstrations and serve food from the cultures being featured to provide audiences a unique multisensory experience of the cultures.
Literary quiz ppt delhi public school,vja quiz master pallishree rath
Literary Quiz in English on the occasion of World Literacy Day in Delhi Public School, Vijayawada. For classes 9 to 12. Quiz on books and authors, ancient and contemporary.
Verb phrase
The document discusses verb phrases and their structure. A verb phrase minimally consists of a main verb, and may also include a noun phrase or prepositional phrase. The verb phrase is built around the verb and can indicate an action, state, or sensation. Examples are given of verb phrases in the present and past tense. A more complex example shows the tree structure of a verb phrase containing an auxiliary verb, main verb, noun phrase, and prepositional phrase.
Viewers also liked (16)
Literary quiz ppt delhi public school,vja quiz master pallishree rath
Literary quiz ppt delhi public school,vja quiz master pallishree rath
Similar to Business Intelligence on AWS Redshift
Emerging Technologies 3.0.pdf
The document discusses several emerging technologies including artificial intelligence, machine learning, augmented reality, the Internet of Things, quantum computing, and how these technologies can help organizations scale efficiently, improve resiliency, minimize infrastructure costs, and deploy solutions rapidly and securely. It then provides more details on specific emerging technologies such as data science, blockchain, cybersecurity, cloud computing, and digital marketing.
Emerging Technologies 33.0.pdf
emerging technologies 3.0
Emerging Technologies such as artificial intelligence (AI), machine learning (ML), augmented reality (AR), the Internet of Things (IoT) and quantum computing can help organizations scale on demand, improve resiliency, minimize infrastructure investments and deploy solutions rapidly and securely.
Emerging Technologies 3.0
emerging technologies 3.0
Emerging Technologies such as artificial intelligence (AI), machine learning (ML), augmented reality (AR), the Internet of Things (IoT) and quantum computing can help organizations scale on demand, improve resiliency, minimize infrastructure investments and deploy solutions rapidly and securely.
IOTCYBER
This document discusses emerging technologies related to the Internet of Things (IoT). It defines IoT as physical objects communicating via the internet, with estimates of 30-50 billion connected objects by 2020. Key areas of focus for IoT include facilities management, industrial applications, energy, healthcare, transportation, and more. The document also discusses technology trends driving IoT like automation, robotics, AI, 3D printing, and analytics. It notes issues around ethics, security, privacy and jobs related to IoT.
Slicing Smart Cities. Slice 2 - Applied ICT Technologies
An overview of all the ICT technologies involved in the development of solutions to adopt the Smart City concept, considering the whole value chain from data acquisition to the visualization of these data. Finally there is a short introduction to the IoT
SmartCity IOT Big Data SPP.pptx
Smart city concept has a great potential improve the quality of life by use of Internet of Things paradigm.
Deployment of Wireless Sensor Networks would provide huge amount of data
It would present massive and unstructured data management and analysis challenges.
Cloud based storage and Big Data techniques show promise to generate actionable intelligence from these data streams.
Internet of Things
The document discusses the three generations of the internet:
- First generation (Web 1.0) included static web pages with hyperlinks for navigation.
- Second generation (Web 2.0) focused on user-generated content and social media with information sharing.
- Third generation (Web 3.0) aims to organize information logically so software agents can understand it, with smarter search engines.
Introducing the Internet of Things: lecture @IULM University
This document discusses the Internet of Things (IoT) and how connected devices and sensors will continue to proliferate and connect physical objects to the internet. It notes that while internet access is widespread, the number of connected objects is still small compared to unconnected objects. It envisions that the next revolution will be connecting previously unconnected objects and networks of sensors. It discusses how technologies like mobile phones, social networks, open hardware, and self-tracking are enabling more connectivity between people, devices, and data. The size of the IoT market is forecasted to grow exponentially in the coming years.
presentation Comstor IoT_RTL
The document discusses how digital transformation and the Internet of Everything are disrupting businesses. It notes that by 2020, 75% of businesses will be fully digital or in preparation to become digital. However, only 30% of digitization efforts will be successful. The Internet of Everything connects people, processes, data and things to deliver the right information to the right person or machine at the right time. It provides examples of how the Internet of Everything can transform smart cities and smart buildings through connecting various systems and devices to improve operations and resource management.
IoT Challenges: Technological, Business and Social aspects
Internet of Things is promising to be a set of technologies able to have a high impact on how people live, produce, modify and interact with the environment. Such a transformation is driven by increasing technologies capabilities of sensors/actuators, communications, general-purpose hardware, availability of software and programmability of devices. The integration of so different technologies is a problem in itself and IoT is also trying to solve cogent issues of specific problem domains, such as e-health, transportation, manufacturing, and so on. Large IoT systems (e.g., smart cities) stand on their own because the smartness requires integration of different technologies, processes and different administrative domains creating the needs to deal with a complex system. In addition to technological and problem domain specific challenges, there exist further challenges that fall in business, social and regulation realms. They can greatly impact the deployment and the success of IoT deployment. The speech aims at providing a view on some major technologies challenges of IoT and to cover a few critical business and social issues that could hamper the large deployment of IoT systems by providing some examples of implementation.
Internet of Things and Large-scale Data Analytics
This document discusses Internet of Things (IoT) and large-scale data analytics. It begins by noting the increasing capabilities of computing devices over time, from early mainframes to modern smartphones. It then discusses the growing number of connected sensors, devices, and "things" that are part of the IoT. The document outlines some of the challenges around IoT and big data, such as heterogeneous, noisy data from many sources. It presents examples of applying IoT and analytics to problems in smart cities. Specifically, it discusses using sensor data for applications like transportation optimization and power grid management. The conclusion emphasizes that IoT analytics requires approaches that can handle resource constraints and cross-layer optimizations across the network architecture.
Emerging Technologies
The document discusses emerging technologies that will impact jobs in the future according to a World Economic Forum report. It lists technologies like artificial intelligence, machine learning, data science, blockchain, cyber security, cloud computing, 3D printing, 5G networks, the Internet of Things, quantum computing, digital marketing, e-commerce, robotics, and transportation innovations like hyperloops and autonomous vehicles. The report predicts these technologies will transform the nature of many existing jobs and create new types of jobs in the coming years.
Internet of Things (IoT)
Iot: Introduction ,architecture ,application especially engineering ,software,hardware,protocols and challenges
nodered software code for Iot simulation
PPT ON INTERNET OF THINGS.pptx
This document provides an overview of the Internet of Things (IoT) in 10 sections. It defines IoT as the network of physical objects embedded with sensors and software that allows them to connect and exchange data over the internet. The document discusses the history and development of IoT, provides examples of IoT applications, and examines technological challenges and controversies associated with IoT, such as issues of privacy, security, and data management.
Leandro Agrò
This document discusses the evolution of the internet and the rise of massive data collection through networked sensors and devices. It notes that while the internet currently connects many people, the number of unconnected physical objects vastly outnumbers connected objects. The next phase will see billions of additional sensors and devices connected, enabling near real-time monitoring of physical systems at global scales. This will require new techniques for data visualization, sharing, and participation to process and make sense of the massive data flows. The document advocates for an "Internet of Things" approach using technologies like wireless sensor networks to monitor physical phenomena on planetary scales.
Massive Data Collection
This document discusses the evolution of the internet and the rise of massive data collection through networked sensors and devices. It describes how the "Internet of Things" will connect physical objects and enable the monitoring of systems in near real-time through wireless sensor networks and distributed processing. This will allow phenomena to be tracked on a global scale by leveraging technologies like WideSpime, an open-source platform for fault-tolerant, scalable monitoring of sensor data.
Internet Of Things (IOT)
Internet of Things is an idea under development. It is the future connecting the Smart devices to the Internet. Interested to know more about the current developments and the future road map of this project then this presentation is for you.
Data Driven Cities
Planning our Cities Through Humanizing Data – Data Driven Cities from a People-First Perspective in Pune, Maharashtra India the seminar Planning for Sustainable Cities in Maharashtra, organized by the NGO World Resources Institute in cooperation with the government of that State.
Context Aware Multisensor Image Fusion for Military Sensor Networks using Mul...
This paper proposes a Context Aware Agent based Military Sensor Network (CAMSN) to form an improved
infrastructure for multi-sensor image fusion. It considers contexts driven by a node and sink. The contexts such as
general and critical object detection are node driven where as sensing time (such as day or night) is sink driven. The
agencies used in the scheme are categorized as node and sink agency. Each agency employs a set of static and mobile
agents to perform dedicated tasks. Node agency performs context sensing and context interpretation based on the
sensed image and sensing time. Node agency comprises of node manager agent, context agent and node blackboard
(NBB). Context agent gathers the context from the target and updates the NBB, Node manager agent interprets the
context and passes the context information to sink node by using flooding mechanism. Sink agency mainly comprises of
sink manager agent, fusing agent, and sink black board. A context at the sensor node triggers the fusion process at the
sink. Based on the context, sink manager agent triggers the fusing agent. Fusing agent roams around the network, visits
active sensor node, fuses the relevant images and sends the fused image to sink. The fusing agent uses wavelet
transform for fusion. The scheme is simulated for testing its operation effectiveness in terms of fusion time, mean
square error, throughput, dropping rate, bandwidth requirement, node battery usage and agent overhead.
IoT : Research, Development, Challenges
The document introduces the concepts of the Internet of Things (IoT) and discusses its applications and architecture models. It aims to discuss semantic technologies, service oriented solutions, and networking technologies that enable the integration of IoT data and services into the cyber world. Sources and videos are provided on topics relating to IoT security risks, definitions, and business trends.
Similar to Business Intelligence on AWS Redshift (20)
Slicing Smart Cities. Slice 2 - Applied ICT Technologies
Slicing Smart Cities. Slice 2 - Applied ICT Technologies
Introducing the Internet of Things: lecture @IULM University
Introducing the Internet of Things: lecture @IULM University
IoT Challenges: Technological, Business and Social aspects
IoT Challenges: Technological, Business and Social aspects
Context Aware Multisensor Image Fusion for Military Sensor Networks using Mul...
Context Aware Multisensor Image Fusion for Military Sensor Networks using Mul...
Recently uploaded
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
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:
Full-RAG: A modern architecture for hyper-personalization
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
20 Comprehensive Checklist of Designing and Developing a Website
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
UiPath Test Automation using UiPath Test Suite series, part 5
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
Mind map of terminologies used in context of Generative AI
Mind map of common terms used in context of Generative AI.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...Edge AI and Vision Alliance
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.20240609 QFM020 Irresponsible AI Reading List May 2024
Everything I found interesting about the irresponsible use of machine intelligence in May 2024
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations20240605 QFM017 Machine Intelligence Reading List May 2024
Everything I found interesting about machines behaving intelligently during May 2024
Large Language Model (LLM) and it’s Geospatial Applications
Large Language Model (LLM) and it’s Geospatial Applications.
Essentials of Automations: The Art of Triggers and Actions in FME
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
UiPath Test Automation using UiPath Test Suite series, part 6
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
How to Get CNIC Information System with Paksim Ga.pptx
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Recently uploaded (20)
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
20 Comprehensive Checklist of Designing and Developing a Website
20 Comprehensive Checklist of Designing and Developing a Website
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
20240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 2024
Large Language Model (LLM) and it’s Geospatial Applications
Large Language Model (LLM) and it’s Geospatial Applications
Essentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FME
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
How to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptx
Business Intelligence on AWS Redshift
- 1. A T T U N I T Y PARTNERS High Performance | Analytics | Data Integration & BI On-Premise Cloud Innovating and Engineering Platforms for Hybrid
- 2. Is extremely large data sets that may be analyzed computationally to reveal patterns, trends, and associations, especially relating to human behavior and interactions. Is an open-source software framework written in Java for distributed storage and distributed processing of very large data sets on computer clusters built from commodity hardware. Three V’s - Volume, Velocity & Variety VOLUMEVARIETY VELOCITY NETIZENS, VIRTUAL COMMUNITIES, SOCIAL NETWORKS, WEB LOGS... ARCHIVES, MEDICAL DEVICES, DIGITAL TV, E-COMMERCE, SMART CARDS, COMPUTERS, MOBILES... SENSORS, GPS DEVICES, BAR CODE SCANNERS, SURVEILLANCE CAMERAS, SCIENTIFIC RESEARCH... EMAILS SENT EVERY SECONDS OF VIDEO UPLOADED EVERY MIN TWEETS PER DAY PEOPLE TO PEOPLE PEOPLE TO MACHINE MACHINE TO MACHINE 2.9MILLION 20HOURS 50MILLION >3,500 NORTH AMERICA>2,000 EUROPE >250 CHINA >400 JAPAN >50 INDIA >200 MIDDLE EAST >50 LATIN AMERICA Amount of Big Data stored across the world (petabytes) Big Data Apache Hadoop Customer-centric outcomes Optimising operations Enabling new business models Risk & financial management Employee collaboration Why do companies use Big data? 38% 26% 18% 16% 2% Four stages of Big Data 19% 48% 28% 5% 1.Educate 3.Engage2.Explore 4.Execute Only 5% of UKI companies are using Big Data in the fullest sense, whilst almost 70% of businesses are still operating within the first two stages. What is Big Data?
- 3. Apache Hadoop Ecosystem Big Data Enterprises Use case - Of�loading Heavy ETL and Analytics to Hadoop EDW BI & Analytics Users Traditional Operational Data Sources EDW BI & Analytics Users AFTERBEFORE ETL Heavy Density ETL Data feed to hadoop ETL ETL DataMart DataMartDataMart Analytics Traditional Operational Data Sources New Data Sources Hadoop based or other more traditional stores Sqoop DataExchange Flume LogCollector Zookeeper Coordination Oozie Workflow Pig Scripting Mahout MachineLearning RConnectors Statistics Hive SQLQuery Hbase ColumnarStore Ambari Provisioning, Managing and Monitoring Hadoop Clusters Spark (or) Map Reduce v2 YARN HDFS Hadoop Distributed File System Why Enterprises need Big Data?
- 4. SERVICES STAFFING DATA WAREHOUSING BI APPLICATIONS CLOUD BI MOBILE BI BIG DATA MASTER DATA MANAGEMENT W W W . A G I L E I S S . C O M