The document discusses how the internet and digital technologies have transformed behaviors and expectations. Key points include:
- Billions of people now use social media and upload huge amounts of content daily.
- Consumers are highly informed online and research purchases across devices.
- E-commerce is growing rapidly as people shop online from any screen.
- Digital technologies continue accelerating, with billions more expected to go online by 2020.
- Services like Google Search and YouTube help people find information and connect with others.
The document discusses how the internet and digital technologies have transformed behaviors and expectations. Key points include:
- Social media and online video usage has skyrocketed in recent years.
- Consumers are highly informed online and use multiple screens/devices.
- E-commerce is becoming the norm, with mobile playing a huge role.
- The amount of online content and connectivity will continue growing exponentially in the coming years.
Este documento presenta las políticas internas y protocolos de atención al cliente que debe seguir el personal de una empresa. Entre las políticas se incluyen llegar puntualmente, mantener orden y limpieza en el lugar de trabajo, atender cortésmente a los clientes, y prohibiciones como usar celulares o comer durante el horario laboral. También presenta lineamientos sobre la presentación personal del equipo de trabajo.
El documento describe varios aspectos clave del CRM (customer relationship management) o gestión de relaciones con clientes, incluyendo sus definiciones, objetivos, tipos de software CRM disponibles y estadísticas sobre su adopción. También analiza factores como la importancia de la información del cliente, la necesidad de que el CRM sea parte integral de la cultura organizacional y la oportunidad que representa para las empresas ecuatorianas.
RDFa: What happens when web-pages get smart?Mark Birbeck
This talk was given at Web Directions South 2009, on October 9th.
The session introduced RDFa, and then posed the question, what happens when web-pages get smart?, as a way to look at the many benefits that arise from putting data into web pages.
Topics range from vertical search in specialist spheres such as chemistry, through searching for images and videos that have a particular license, to samples showing how to enrich the user interface with Tweets and book covers.
The document outlines the key components of a drug free workplace program, including a written substance abuse policy, employee education and training, supervisor training, drug testing, and an employee assistance program. It discusses commonly abused drugs such as marijuana, cocaine, opioids, and amphetamines. The impact of substance abuse in the workplace is high costs due to accidents, absenteeism, and lost productivity. Drug free workplace programs can help identify substance abuse issues and help treat employees, resulting in estimated savings of $3-6 for every $1 spent on such programs.
The document provides guidance on setting up an extensive reading program and library. It recommends starting with a small number of books and growing the library over time. Schools should aim to have 400-500 books to accommodate all student levels and interests. Students should read about one book per week. The library needs a system for students to check out books, which are organized by level using a labeling system. The goal is to make extensive reading a regular part of the curriculum to build students' reading abilities.
This document discusses several computational methods for Bayesian model choice, including importance sampling, cross-model solutions, nested sampling, and approximate Bayesian computation (ABC) model choice. It introduces Bayes factors and marginal likelihoods as key quantities for Bayesian model comparison, and describes how Bayesian model choice involves allocating probabilities to different models and computing the marginal likelihood or evidence for each model.
The document discusses trends in digital technology and search. It notes that search is moving beyond traditional web searches to include image, voice, and knowledge-based searches. It also discusses the growing role of social media and how search can be personalized based on a user's social connections and interactions. Finally, it speculates on the future of predictive search technologies that could anticipate a user's needs and deliver information proactively on multiple Internet-connected devices.
The document discusses how the internet and digital technologies have transformed behaviors and expectations. Key points include:
- Social media and online video usage has skyrocketed in recent years.
- Consumers are highly informed online and use multiple screens/devices.
- E-commerce is becoming the norm, with mobile playing a huge role.
- The amount of online content and connectivity will continue growing exponentially in the coming years.
Este documento presenta las políticas internas y protocolos de atención al cliente que debe seguir el personal de una empresa. Entre las políticas se incluyen llegar puntualmente, mantener orden y limpieza en el lugar de trabajo, atender cortésmente a los clientes, y prohibiciones como usar celulares o comer durante el horario laboral. También presenta lineamientos sobre la presentación personal del equipo de trabajo.
El documento describe varios aspectos clave del CRM (customer relationship management) o gestión de relaciones con clientes, incluyendo sus definiciones, objetivos, tipos de software CRM disponibles y estadísticas sobre su adopción. También analiza factores como la importancia de la información del cliente, la necesidad de que el CRM sea parte integral de la cultura organizacional y la oportunidad que representa para las empresas ecuatorianas.
RDFa: What happens when web-pages get smart?Mark Birbeck
This talk was given at Web Directions South 2009, on October 9th.
The session introduced RDFa, and then posed the question, what happens when web-pages get smart?, as a way to look at the many benefits that arise from putting data into web pages.
Topics range from vertical search in specialist spheres such as chemistry, through searching for images and videos that have a particular license, to samples showing how to enrich the user interface with Tweets and book covers.
The document outlines the key components of a drug free workplace program, including a written substance abuse policy, employee education and training, supervisor training, drug testing, and an employee assistance program. It discusses commonly abused drugs such as marijuana, cocaine, opioids, and amphetamines. The impact of substance abuse in the workplace is high costs due to accidents, absenteeism, and lost productivity. Drug free workplace programs can help identify substance abuse issues and help treat employees, resulting in estimated savings of $3-6 for every $1 spent on such programs.
The document provides guidance on setting up an extensive reading program and library. It recommends starting with a small number of books and growing the library over time. Schools should aim to have 400-500 books to accommodate all student levels and interests. Students should read about one book per week. The library needs a system for students to check out books, which are organized by level using a labeling system. The goal is to make extensive reading a regular part of the curriculum to build students' reading abilities.
This document discusses several computational methods for Bayesian model choice, including importance sampling, cross-model solutions, nested sampling, and approximate Bayesian computation (ABC) model choice. It introduces Bayes factors and marginal likelihoods as key quantities for Bayesian model comparison, and describes how Bayesian model choice involves allocating probabilities to different models and computing the marginal likelihood or evidence for each model.
The document discusses trends in digital technology and search. It notes that search is moving beyond traditional web searches to include image, voice, and knowledge-based searches. It also discusses the growing role of social media and how search can be personalized based on a user's social connections and interactions. Finally, it speculates on the future of predictive search technologies that could anticipate a user's needs and deliver information proactively on multiple Internet-connected devices.
The document discusses how mobile technology and social media are changing consumer behavior. It notes that consumers are increasingly connected, empowered, savvy, busy, and have high expectations. They spend more time online using multiple devices. The document advocates developing cross-platform digital strategies and optimizing websites for mobile and tablets. It provides examples of Google products that facilitate social and mobile experiences like Chrome tab syncing, Google Maps reviews from social circles, 3D maps, Google Glass, and self-driving cars.
The document discusses the future of search and trends that are changing search. It notes that searches are becoming more social and mobile as consumers are using their devices like smartphones and tablets more when watching TV or on the go. The ultimate search engine would understand everything in the world and always provide the right information. Over a billion searches are performed every day. Three trends changing search are social, local, and mobile as people are more connected through social networks and searching from their handheld devices.
The document discusses 5 key trends for the 2014 holiday season according to Google: 1) Online engagement will be paramount to success, 2) Tentpole shopping events like Black Friday will span longer periods, 3) Brands have more opportunities to influence always-connected consumers, 4) Shoppers will make fewer but more valuable store visits, 5) Pricing and shipping options will be major drivers of purchases. It provides supporting data on mobile shopping trends and recommendations for retailers to optimize their marketing strategies according to these trends for a successful 2014 holiday season.
World Newspaper Congress 11: Session Digital, Madhav ChinnappaWAN-IFRA
The speaker, Madhav Chinnappa of Google News EMEA, gave a presentation at the 63rd World Newspaper Congress on digital transformation in the news industry. He discussed how the internet has disrupted traditional models of newsgathering, reporting, and audience interaction. Newspapers now face challenges balancing costs of journalism with new sources of online revenue. The age of experimentation is upon the news industry as organizations seek innovative ways to engage audiences and generate revenue through platforms like Google News, Google Search, YouTube, and Android. The dynamic interplay between content, audience, and technology will be key to the industry's evolution.
The document provides an overview of Naveen Viswanatha's first week as a new hire at Google. It describes how he was able to quickly become productive by using Google's collaboration tools like Docs, Calendar and Spreadsheets to schedule meetings, take notes, and work with colleagues in real-time. He was also able to find experts within the company, view colleagues' availability and conference rooms, and learn about social events using these same collaboration tools within his web browser on his first day.
The document provides an overview of Naveen Viswanatha's first week as a new hire at Google. It describes how he was able to quickly become productive by using Google's collaboration tools like Docs, Calendar and Spreadsheets to schedule meetings, take notes, and work with colleagues in real-time. He was also able to find experts within the company, view colleagues' availability and conference rooms, and learn about social events using these same search-based tools available within his web browser.
The document summarizes new products and initiatives at Google, including faster Google Fiber internet service, Google Now's predictive answers, Google Glass wearable devices, self-driving cars from Project Chauffeur, and increasing mobile searches. It discusses how users expect seamless experiences across devices and how relevance depends on context like location and device. The document introduces enhanced AdWords campaigns that can target ads more intelligently based on intent and context signals.
Google tavo eksporto_rinka_visas_pasaulisSumit Roy
This document discusses how the digital revolution has impacted Lithuania and opportunities for Lithuanian businesses through exporting online. It summarizes that the digital revolution has reached Lithuania as internet usage and e-commerce have grown significantly. Lithuanian businesses now have the opportunity to export globally through platforms like Google AdWords. The document provides examples of how AdWords can help businesses reach new international customers and optimize marketing budgets.
This document discusses how the digital revolution has impacted Lithuania and opportunities for Lithuanian businesses to expand their export markets globally using Google advertising tools. It provides an overview of how internet usage and e-commerce have grown significantly in Lithuania in recent years. The document then outlines various Google advertising options like AdWords, Display Network, and mobile ads that can help Lithuanian companies access new international markets in a cost-effective way. It also shares resources to help businesses learn more about these Google tools.
This document discusses Google's partnership with multi-channel retailers to help them compete against online-only retailers. It focuses on four key areas: mobile, where smartphones are transforming shopping; branding, with new ways YouTube and display media are engaging customers; social media like Google+; and commerce, through Google's product suite. Mobile is especially important as consumers increasingly use smartphones to research and purchase products on the go.
13 GoMeasure (sg) - google analytics certified partner program - timo joste...Vinoaj Vijeyakumaar
Timo Josten, Google Analytics Partner Program Manager, walks through the value of the Google Analytics Certified Partner program. These slides were presented at the "GoMeasure with Google Analytics" events held in Singapore (Sep 6 2011) and Kuala Lumpur (Sep 8 2011).
The document discusses three trends for marketers to consider: the new marketing era, the multiscreen world, and social and local. It emphasizes that consumers are using multiple devices simultaneously and sequentially throughout their purchase journeys. It also highlights the growing importance of social media and conversations in marketing. The document advocates integrating social features into products like Search to provide more personalized and engaging experiences for customers.
Openings keynote Webweek Groningen industrie transformatie door de cloud iot ...Vincent Everts
Bij WebWeek Groingen hield ik openingskeynote over de grote digitale trends die alle sectoren zoals onderwijs, retail, healthcare, energie en speciaal mobiliteit stevig veranderd. Ik kwam er ook achter dat er wel heel veel innovatie in Groningen plaatsvind
Vizeum strategy team update nov 2011.pptx 2carli1976
The document provides an update from the Google Strategy Team. It discusses Google's unique insight tools and events for industry leaders. Google+ reached 10 million users within 2 weeks of launch. New features for Hangouts include broadcasting and mobile access. YouTube achieved record reach figures in the UK. The document promotes using Google's tools like Dynamic Remarketing Ads on the Google Display Network to reengage site visitors. It also provides a case study on increased audience reach through YouTube and GDN campaigns.
Webinar: Can Google+ Help Enterprise Brands?Sprinklr
This document summarizes a webinar about how Google+ can help enterprise brands. It discusses how Google+ creates value through deeper engagement, measurable impact, and better discovery. It provides examples of how brands like Topshop, Cadbury, and Toyota have used Google+ communities, Hangouts, and apps to increase engagement. It also discusses how social recommendations on Google properties can improve advertising performance and conversion rates across Google search, video, display, and local. The document advocates establishing a Google+ page, using social reports in Google Analytics, and enabling social extensions to maximize the benefits of Google+ for brands.
Owning a Great Blog: A Data-Driven Approach - Kopdar 1000 Blogger Nusantara (...Vinoaj Vijeyakumaar
How can you create a great blog by taking a data-driven approach? This presentation looks at how you can use Google's freely available data-oriented tools to help create great content, attract the right visitors, and improve the user experience. This presentation was given to an audience of 1300 bloggers at the Kopdar 1000 Blogger Nusantara conference held in Sidoarjo, Indonesia.
The document discusses India's growing internet usage. It notes that India ranks 3rd in terms of number of internet users, with 120 million users in 2012 growing to an estimated 300 million by 2015. 70 million Indians currently access the internet via mobile devices. The document outlines Google's mission to expand internet access in India by making it more accessible, relevant and sustainable. It discusses how internet and mobile usage has grown exponentially in India in recent years.
Our SEO training course will help you reach the top! This training will teach you tips you can apply to your own campaigns to help you move up the listings.
The document discusses how mobile technology and social media are changing consumer behavior. It notes that consumers are increasingly connected, empowered, savvy, busy, and have high expectations. They spend more time online using multiple devices. The document advocates developing cross-platform digital strategies and optimizing websites for mobile and tablets. It provides examples of Google products that facilitate social and mobile experiences like Chrome tab syncing, Google Maps reviews from social circles, 3D maps, Google Glass, and self-driving cars.
The document discusses the future of search and trends that are changing search. It notes that searches are becoming more social and mobile as consumers are using their devices like smartphones and tablets more when watching TV or on the go. The ultimate search engine would understand everything in the world and always provide the right information. Over a billion searches are performed every day. Three trends changing search are social, local, and mobile as people are more connected through social networks and searching from their handheld devices.
The document discusses 5 key trends for the 2014 holiday season according to Google: 1) Online engagement will be paramount to success, 2) Tentpole shopping events like Black Friday will span longer periods, 3) Brands have more opportunities to influence always-connected consumers, 4) Shoppers will make fewer but more valuable store visits, 5) Pricing and shipping options will be major drivers of purchases. It provides supporting data on mobile shopping trends and recommendations for retailers to optimize their marketing strategies according to these trends for a successful 2014 holiday season.
World Newspaper Congress 11: Session Digital, Madhav ChinnappaWAN-IFRA
The speaker, Madhav Chinnappa of Google News EMEA, gave a presentation at the 63rd World Newspaper Congress on digital transformation in the news industry. He discussed how the internet has disrupted traditional models of newsgathering, reporting, and audience interaction. Newspapers now face challenges balancing costs of journalism with new sources of online revenue. The age of experimentation is upon the news industry as organizations seek innovative ways to engage audiences and generate revenue through platforms like Google News, Google Search, YouTube, and Android. The dynamic interplay between content, audience, and technology will be key to the industry's evolution.
The document provides an overview of Naveen Viswanatha's first week as a new hire at Google. It describes how he was able to quickly become productive by using Google's collaboration tools like Docs, Calendar and Spreadsheets to schedule meetings, take notes, and work with colleagues in real-time. He was also able to find experts within the company, view colleagues' availability and conference rooms, and learn about social events using these same collaboration tools within his web browser on his first day.
The document provides an overview of Naveen Viswanatha's first week as a new hire at Google. It describes how he was able to quickly become productive by using Google's collaboration tools like Docs, Calendar and Spreadsheets to schedule meetings, take notes, and work with colleagues in real-time. He was also able to find experts within the company, view colleagues' availability and conference rooms, and learn about social events using these same search-based tools available within his web browser.
The document summarizes new products and initiatives at Google, including faster Google Fiber internet service, Google Now's predictive answers, Google Glass wearable devices, self-driving cars from Project Chauffeur, and increasing mobile searches. It discusses how users expect seamless experiences across devices and how relevance depends on context like location and device. The document introduces enhanced AdWords campaigns that can target ads more intelligently based on intent and context signals.
Google tavo eksporto_rinka_visas_pasaulisSumit Roy
This document discusses how the digital revolution has impacted Lithuania and opportunities for Lithuanian businesses through exporting online. It summarizes that the digital revolution has reached Lithuania as internet usage and e-commerce have grown significantly. Lithuanian businesses now have the opportunity to export globally through platforms like Google AdWords. The document provides examples of how AdWords can help businesses reach new international customers and optimize marketing budgets.
This document discusses how the digital revolution has impacted Lithuania and opportunities for Lithuanian businesses to expand their export markets globally using Google advertising tools. It provides an overview of how internet usage and e-commerce have grown significantly in Lithuania in recent years. The document then outlines various Google advertising options like AdWords, Display Network, and mobile ads that can help Lithuanian companies access new international markets in a cost-effective way. It also shares resources to help businesses learn more about these Google tools.
This document discusses Google's partnership with multi-channel retailers to help them compete against online-only retailers. It focuses on four key areas: mobile, where smartphones are transforming shopping; branding, with new ways YouTube and display media are engaging customers; social media like Google+; and commerce, through Google's product suite. Mobile is especially important as consumers increasingly use smartphones to research and purchase products on the go.
13 GoMeasure (sg) - google analytics certified partner program - timo joste...Vinoaj Vijeyakumaar
Timo Josten, Google Analytics Partner Program Manager, walks through the value of the Google Analytics Certified Partner program. These slides were presented at the "GoMeasure with Google Analytics" events held in Singapore (Sep 6 2011) and Kuala Lumpur (Sep 8 2011).
The document discusses three trends for marketers to consider: the new marketing era, the multiscreen world, and social and local. It emphasizes that consumers are using multiple devices simultaneously and sequentially throughout their purchase journeys. It also highlights the growing importance of social media and conversations in marketing. The document advocates integrating social features into products like Search to provide more personalized and engaging experiences for customers.
Openings keynote Webweek Groningen industrie transformatie door de cloud iot ...Vincent Everts
Bij WebWeek Groingen hield ik openingskeynote over de grote digitale trends die alle sectoren zoals onderwijs, retail, healthcare, energie en speciaal mobiliteit stevig veranderd. Ik kwam er ook achter dat er wel heel veel innovatie in Groningen plaatsvind
Vizeum strategy team update nov 2011.pptx 2carli1976
The document provides an update from the Google Strategy Team. It discusses Google's unique insight tools and events for industry leaders. Google+ reached 10 million users within 2 weeks of launch. New features for Hangouts include broadcasting and mobile access. YouTube achieved record reach figures in the UK. The document promotes using Google's tools like Dynamic Remarketing Ads on the Google Display Network to reengage site visitors. It also provides a case study on increased audience reach through YouTube and GDN campaigns.
Webinar: Can Google+ Help Enterprise Brands?Sprinklr
This document summarizes a webinar about how Google+ can help enterprise brands. It discusses how Google+ creates value through deeper engagement, measurable impact, and better discovery. It provides examples of how brands like Topshop, Cadbury, and Toyota have used Google+ communities, Hangouts, and apps to increase engagement. It also discusses how social recommendations on Google properties can improve advertising performance and conversion rates across Google search, video, display, and local. The document advocates establishing a Google+ page, using social reports in Google Analytics, and enabling social extensions to maximize the benefits of Google+ for brands.
Owning a Great Blog: A Data-Driven Approach - Kopdar 1000 Blogger Nusantara (...Vinoaj Vijeyakumaar
How can you create a great blog by taking a data-driven approach? This presentation looks at how you can use Google's freely available data-oriented tools to help create great content, attract the right visitors, and improve the user experience. This presentation was given to an audience of 1300 bloggers at the Kopdar 1000 Blogger Nusantara conference held in Sidoarjo, Indonesia.
The document discusses India's growing internet usage. It notes that India ranks 3rd in terms of number of internet users, with 120 million users in 2012 growing to an estimated 300 million by 2015. 70 million Indians currently access the internet via mobile devices. The document outlines Google's mission to expand internet access in India by making it more accessible, relevant and sustainable. It discusses how internet and mobile usage has grown exponentially in India in recent years.
Similar to Mb make the web work for you final (20)
Our SEO training course will help you reach the top! This training will teach you tips you can apply to your own campaigns to help you move up the listings.
This presentation by Content Manager Alan Cairns examines what quality content means and how public data can be used to produce interesting and insightful stories.
The document discusses two options - the controller or the user themselves - in determining what is greener. It also includes quotes about wisdom from Proust and a made up quote about Twitter attributed to John Lennon. Images are sourced from Flickr and categories like emotional, social, environmental and external are mentioned.
The document discusses how websites must evolve to better meet users' needs, as Cassells' Law notes that the amount of content on sites doubles every 2 years while user patience halves. It provides tips for improving the mobile experience such as keeping it quick, making navigation simple, ensuring visibility of content on small screens, and focusing on facilitating conversions through useful information. The document emphasizes the importance of user-centric design and continual improvement of mobile sites based on learning from users.
The document discusses responsive web design, which allows a single website to be accessed from any device by changing the layout depending on screen size. It notes the rise of mobile internet usage and outlines the key aspects of responsive design, including using media queries, fluid grids, and flexible images. The benefits are said to include a better user experience, less maintenance than separate mobile sites, and support from search engines that see it as a better user experience.
The document discusses the challenges of predicting search engine optimization and social media performance. It notes that digital journeys are complex with many factors that are hard to measure and predict. While data can provide some insights into correlations, the landscape is always changing. True predictions require a pioneering approach that accepts uncertainties and focuses on exploration over strict plans.
The document discusses how businesses can make the most of mobile opportunities. It addresses four key questions: 1) How mobile changes a business's value proposition by enabling new forms of communication and access to local information. 2) How mobile impacts digital destinations by requiring optimization for mobile experiences. 3) How mobile helps make smarter decisions by providing constant connectivity across devices. 4) How marketing should adapt to mobile by implementing separate mobile search campaigns and ads tailored for different locations. The document emphasizes that mobile is becoming a primary entertainment and communication device, and businesses must adapt their online presence and marketing strategies accordingly.
Google has encrypted organic search results so that websites can no longer see the keywords used to drive traffic from signed-in Google users. This means that websites are losing 10-30% visibility into their keyword-level SEO performance data in Google Analytics. While Google claims this is to enhance security, critics argue it actually encourages advertisers to spend more on Google's paid search and undermines the ROI of SEO efforts, to the detriment of websites and users.
This document provides background on Google's launch of Search plus Your World (SPYW) and its implications. SPYW personalizes search results based on a user's Google+ connections and activity, raising visibility of Google+ content. This benefits Google by driving more users and attention to Google+. However, it also draws criticism for reducing search quality and privacy. The document advises brands to establish a presence on Google+ to maintain search visibility as personalization increases.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor IvaniukFwdays
At this talk we will discuss DDoS protection tools and best practices, discuss network architectures and what AWS has to offer. Also, we will look into one of the largest DDoS attacks on Ukrainian infrastructure that happened in February 2022. We'll see, what techniques helped to keep the web resources available for Ukrainians and how AWS improved DDoS protection for all customers based on Ukraine experience
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Northern Engraving | Nameplate Manufacturing Process - 2024Northern Engraving
Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
10. Choice & sharing are accelerating
−845m monthly active users −250m monthly active users −1 trillion views in 2011
−2.7b likes/comments a day −500m users signed up −1 hour uploaded/second
−250m photos uploaded/day −340m tweets sent/day −3 billion hrs watched/month
- 500 years of YT video - Over 700 YT videos shared on
watched everyday Twitter every minute
Google Confidential and Proprietary 10
11. Consumers are hyper-informed
Online sources considered
before making purchase
18
90% of European internet 12
users go online to search for
products & services 10
7
Google Confidential and Proprietary 11
13. Dead trees are alive again
Google Confidential and Proprietary 13
14. Dead trees are alive again
Google Confidential and Proprietary 14
15. Dead trees are alive again
Google Confidential and Proprietary 15
16. Dead trees are alive again
Google Confidential and Proprietary 16
17. Ecommerce becoming commerce
Direct Cube Delhaize Supermarket, Brussels Central Station Google Wallet – Tap and Pay
Tesco’s Home Plus, Underground Station South Korea Google Wallet – Coupon Redemption Google Confidential and Proprietary 17
18. The acceleration of everything
2012 2020
2bn online 5bn online
5bn mobile 10bn mobile
800 exabytes (x1018) 53 zettabytes (x1021)
Google Confidential and Proprietary
19. The internet in your pocket
Google Confidential and Proprietary
20. The web works for boy meets girl
Google Confidential and Proprietary 20
58. Go bigger, faster
Big and Growing Millions of new jobs across Europe
Already 3-8% of GDP
SMB’s using web growing 4-8x Businesses online exporting double
Google Confidential and Proprietary 58
faster
60. Thank you
Google Confidential and Proprietary 60
Editor's Notes
Love story: It's Saturday night and Sally and Alex are home alone. Sally is lonely and she would much rather be out with a guy and Alex is just wondering if he'll ever find a girl that likes the same things he doesCupid strikes and they make a date for the following Saturday
Love story: Two people, one thought: how can I look my best? The neuroses have kicked in; they're doing anything to look that little bit better. Love's at first sight, right?
Love story: She wants to look classy and expensive. He wants the date to be classy and expensive.
Love story: Nothing's ever that easy though. Is it? It's the night of the date and they are both running late
Love story: With our lovers safely ensconced in the quiet corner of a local Bistro and the wine flowing. All they need to navigate now is the menu.
Love story: As our couple leave the restaurant they say good night, sneak a quiet kiss and think about what's next ...
Message: For just about every purchase from shampoo to production line software, consumers are better informed than everTransition: But they are not just informed when at their desk...
Consumers are in a four screen world Message: Consumers inhabit a world of TV, tablet, computer, mobile. The entire internet is in their pocket, they expect to be able to access information, people and computing power from any screenTransition: This is not a world in which you have to have a digital strategy - consumers are ‘multichannel’, they expect to find you on the web and in the world
Love story: It's Saturday night and Sally and Alex are home alone. Sally is lonely and she would much rather be out with a guy and Alex is just wondering if he'll ever find a girl that likes the same things he doesCupid strikes and they make a date for the following Saturday
Sally is at home alone on a Saturday night watching Twilight for the 8th time. She's lonely. If bloodsucking vampires can find love why can't she? Her friends have been trying to persuade her to sign up for internet dating for a while. So she decides to search for dating websites on the iPad she's using at the time. She sees an ad for matchaffinity.com, clicks through, and decides to join. She gets a few matches straight away, one of whom, Alex, looks pretty hot. Oooh. He wants to meet for a drink next Saturday!
Alex is at home alone on a Saturday night. He's watching YouTube videos to find out how to get to the next level in World of Warcraft. He sees a (skippable 10 second) ad for matchaffinity.com one of his gaming videos. He doesn't skip the ad because it make him think - is there a girl out there for him that doesn't think gaming is geeky? He has other more manly hobbies too, like skiing and football. He signs up to the site. There are few girls that look interesting. There's one that likes skiing too - result! Right, he's going to ask her out for a drink on Saturday.
Love story: Two people, one thought: how can I look my best? The neuroses have kicked in; they're doing anything to look that little bit better. Love's at first sight, right?
Alex's preparations aren't that elaborate. In Boots yesterday, baffled by the range of mouthwashes Alex searched instead for 'fresh breath'. [Click]He finds the Orabrush. [Click]That looks like exactly what he needs. Now do they sell it in Boots? [Click]...and they sell them. [Click]. Great - he buys them in the store! OK, his tongue is pristeen. Now he just needs to work out how that hair wax his last girlfriend bought him works
Alex's preparations aren't that elaborate. In Boots yesterday, baffled by the range of mouthwashes Alex searched instead for 'fresh breath'. [Click]He finds the Orabrush. [Click]That looks like exactly what he needs. Now do they sell it in Boots? [Click]...and they sell them. [Click]. Great - he buys them in the store! OK, his tongue is pristeen. Now he just needs to work out how that hair wax his last girlfriend bought him works
Video - new
Alex's preparations aren't that elaborate. In Boots yesterday, baffled by the range of mouthwashes Alex searched instead for 'fresh breath'. [Click]He finds the Orabrush. [Click]That looks like exactly what he needs. Now do they sell it in Boots? [Click]...and they sell them. [Click]. Great - he buys them in the store! OK, his tongue is pristeen. Now he just needs to work out how that hair wax his last girlfriend bought him works
OK, lets start with the glowing skin. Sally's always felt like a child playing at putting on make-up. She leafs through the latest version of Heat, but there are nothing for glowing skin there. She searches for skin serum and clicks through the link to Cosmopolitan magazine but the tips are too hard to follow. Then she remembers that her friend Chloe (who always looks perfect) uses the Lauren Luke how to videos on YouTube,She follows a few links of various Lauren Luke videos and ends up on Destination Beauty.The great thing about the site is that the products you can buy from L'Oreal show up right next to the video or even in the videos.
OK, lets start with the glowing skin. Sally's always felt like a child playing at putting on make-up. She leafs through the latest version of Heat, but there are nothing for glowing skin there. She searches for skin serum and clicks through the link to Cosmopolitan magazine but the tips are too hard to follow. Then she remembers that her friend Chloe (who always looks perfect) uses the Lauren Luke how to videos on YouTube,She follows a few links of various Lauren Luke videos and ends up on Destination Beauty.The great thing about the site is that the products you can buy from L'Oreal show up right next to the video or even in the videos.
OK, lets start with the glowing skin. Sally's always felt like a child playing at putting on make-up. She leafs through the latest version of Heat, but there are nothing for glowing skin there. She searches for skin serum and clicks through the link to Cosmopolitan magazine but the tips are too hard to follow. Then she remembers that her friend Chloe (who always looks perfect) uses the Lauren Luke how to videos on YouTube,She follows a few links of various Lauren Luke videos and ends up on Destination Beauty.The great thing about the site is that the products you can buy from L'Oreal show up right next to the video or even in the videos.
OK, lets start with the glowing skin. Sally's always felt like a child playing at putting on make-up. She leafs through the latest version of Heat, but there are nothing for glowing skin there. She searches for skin serum and clicks through the link to Cosmopolitan magazine but the tips are too hard to follow. Then she remembers that her friend Chloe (who always looks perfect) uses the Lauren Luke how to videos on YouTube,She follows a few links of various Lauren Luke videos and ends up on Destination Beauty.The great thing about the site is that the products you can buy from L'Oreal show up right next to the video or even in the videos.
YT Homepage = her friend sharing a maxi dress video to her
YT watch page – How to wear Maxi dress
Should Sally wear the red or black maxi dress? Yesterday, since Sally had failed to find any great products for her legs, she had to buy a long dress after work. One of the girls at work was wearing a cute maxi dress that day, so she searched online.And saw that House of Fraser were advertising a 50% sale on maxi dresses. [Click]. So she bought two!Black is more slimming, but red is more fun. Red it is.
Should Sally wear the red or black maxi dress? Yesterday, since Sally had failed to find any great products for her legs, she had to buy a long dress after work. One of the girls at work was wearing a cute maxi dress that day, so she searched online.And saw that House of Fraser were advertising a 50% sale on maxi dresses. [Click]. So she bought two!Black is more slimming, but red is more fun. Red it is.
Alex needs a bar that says, 'I'm classy, and cool'. He asks his girlfriends for bar recommendations on G+. He has a circle named 'date advisors' which he set up a couple of months ago before his friend set him up on a blind date. He searches one of the bars that is suggested. [Click]And discovers that another friend, Michelle has +1'd it from the search results. She's pretty cool, so it must be good.
Alex needs a bar that says, 'I'm classy, and cool'. He asks his girlfriends for bar recommendations on G+. He has a circle named 'date advisors' which he set up a couple of months ago before his friend set him up on a blind date. He searches one of the bars that is suggested. [Click]And discovers that another friend, Michelle has +1'd it from the search results. She's pretty cool, so it must be good.
Love story: Nothing's ever that easy though. Is it? It's the night of the date and they are both running late
Sally is in the taxi on the way to the date. She reaches into her handbag to take out her mirror so she can check that she doesn't have any lipstick on her teeth. Disaster! She's left her make up bag in the flat and there's no time to go back. She needs an emergency replacement - lipstick, powder and a mirror at the very least! She searches for chemist on Google maps. [Click]Thankfully there's a Boots nearby open. How do you get there? [Click]5 minutes in the cab
Sally is in the taxi on the way to the date. She reaches into her handbag to take out her mirror so she can check that she doesn't have any lipstick on her teeth. Disaster! She's left her make up bag in the flat and there's no time to go back. She needs an emergency replacement - lipstick, powder and a mirror at the very least! She searches for chemist on Google maps. [Click]Thankfully there's a Boots nearby open. How do you get there? [Click]5 minutes in the cab
Sally is in the taxi on the way to the date. She reaches into her handbag to take out her mirror so she can check that she doesn't have any lipstick on her teeth. Disaster! She's left her make up bag in the flat and there's no time to go back. She needs an emergency replacement - lipstick, powder and a mirror at the very least! She searches for chemist on Google maps. [Click]Thankfully there's a Boots nearby open. How do you get there? [Click]5 minutes in the cab
While waiting at the bus stop, Alex sees a bus with a Lynx ad on it and remembers his friend had tweeted a link about it. [Click]He checks the link on Twitter and watches the online version. He even gets to play with the pretty angel girls. It fills the 5 minute gap perfectlyToo bad he's not wearing Lynx today after he ran all the way to the bus stop
While waiting at the bus stop, Alex sees a bus with a Lynx ad on it and remembers his friend had tweeted a link about it. [Click]He checks the link on Twitter and watches the online version. He even gets to play with the pretty angel girls. It fills the 5 minute gap perfectlyToo bad he's not wearing Lynx today after he ran all the way to the bus stop
Love story: With our lovers safely ensconced in the quiet corner of a local Bistro and the wine flowing. All they need to navigate now is the menu.
They don't understand the French menu, so translate using Google Translate. What is Escargot? They take a picture, it recognises the word Escargot. They click through to the search results. [Click]. But its still unclear, so they hit translate. [Click]Turns out 'Escargot' isn't the beef.
They don't understand the French menu, so translate using Google Translate. What is Escargot? They take a picture, it recognises the word Escargot. They click through to the search results. [Click]. But its still unclear, so they hit translate. [Click]Turns out 'Escargot' isn't the beef.
They don't understand the French menu, so translate using Google Translate. What is Escargot? They take a picture, it recognises the word Escargot. They click through to the search results. [Click]. But its still unclear, so they hit translate. [Click]Turns out 'Escargot' isn't the beef.
Love story: As our couple leave the restaurant they say good night, sneak a quiet kiss and think about what's next ... They leave the restaurant they walk down the street, to find Sally a taxi. Its freezing (typical English spring weather). Alex offers Sally his tartan scarf, she takes it gratefully (even British men can be chivalrous). Alex flags her a cab and she leaves. Then he sees a poster for a film outdoor they might like to go to - scans the QR code and shares web link with Sally.Sally is in her taxi home, wondering if and when he'll call her again. Her phone beeps - its a message from Alex with a link to a film - he wants to go and see it tomorrow. Sounds great, she replies. Now she just needs a way of getting smooth legs before tomorrow night!
Message: Already the internet economy is big, growing faster, exporting more, creating millions of jobs. And the potential customer base for businesses operating online is going to grow from 2-5bn this decade.