This document discusses Criteo's transition from using SQL databases to NoSQL databases like Couchbase to handle their real-time advertising needs at scale. It describes how Criteo grew to handle over 10 million hits per second across 24 Couchbase clusters containing 550 servers with 107 TB of RAM and SSD storage. Key lessons learned included not mixing RAM and persisted data usages, extracting Couchbase stats to Graphite for flexibility, and investing as much in development as operations. The presentation concludes by outlining Criteo's plans to utilize Couchbase replication and improve failover capabilities between data centers.
This document discusses Criteo's performance advertising solutions. It highlights that Criteo works with over 9,000 publishers and 7,000 advertisers across 130+ countries. Criteo uses a prediction engine and dynamic creative optimization to deliver measurable ROI at unmatched scale across desktop, mobile, in-app, and social platforms. The document also outlines Criteo's solutions for display, email, and cross-device marketing and notes that setup to go live typically takes about 4 weeks with world-class support included.
The document provides tips for running successful performance display marketing campaigns. It outlines 5 common mistakes to avoid: 1) Not defining clear goals and KPIs, 2) Focusing on placements over understanding customer journeys, 3) Not asking the right questions of data to gain insights, 4) Allowing low quality inventory like bot traffic, and 5) Not optimizing campaigns for mobile users. Following people across devices, prioritizing premium inventory, and gaining insights from smart data analysis are some of the keys to driving maximum performance.
Criteo provides targeted display advertising that is able to predict user clicks. It buys large advertising inventories from publishers using a cost-per-million (CPM) model and sells campaigns to advertisers on a cost-per-click (CPC) model. Criteo's Real-Time Audience solution allows it to drop cookies and show targeted ads to iOS and Safari users. This solution has increased revenue for publishers by over 100% on average by enabling more accurate frequency capping, higher volume, and price points. Integrating Criteo's RTA solution is described as easy and having no impact on page loading times.
This 3 sentence summary provides the high level and essential information from the document:
Criteo is a company that provides performance display advertising and has over 550 employees globally that generated $200 million in revenue in 2011 across 4 continents and 3000 clients in 3 countries. The document discusses challenges in search marketing, how Criteo's performance display advertising works through personalized ads and bid optimization, benchmarks showing Criteo's ads outperform search ads in ROI and conversion rates, how clickers are actually valuable buyers contrary to myths, and a case study of success with Overstock
Back to the Future: Bringing Performance Targeting to Mobile Devices from DRS...Digiday
This document discusses Criteo's approach to bringing performance targeting to mobile devices. It notes that mobile traffic and commerce are growing rapidly, becoming a major opportunity. However, mobile also introduces complexity from fragmentation and lack of standards. Criteo has expanded its platform to address these challenges, offering consistent personalized ads across browsers on mobile web and within apps. Case studies show their mobile performance solutions driving increased click-through rates and conversions for advertisers. The document concludes by advising marketers to capitalize on the shift to mobile by getting involved early and applying techniques that work on mobile.
Presentations from Criteo Labs’ Infrastructure team with a guest speakers from Yandex.
• FastTrack: scaling customer integration
• Evolution of data structures in Yandex.Metrica
• Don't take your software for granted
• Evolution of analytics at Criteo
New machine learning challenges at CriteoOlivier Koch
This document summarizes machine learning challenges at Criteo, an online advertising company. It discusses how Criteo uses machine learning for bidding, product recommendations, and banner selection. It also outlines some of Criteo's machine learning challenges, including optimal bidding strategies under uncertainty, probabilistic cross-device matching, and modeling long tail users and products. The document concludes that while machine learning applies well to online advertising at scale, there is still room to improve the user experience through new algorithms and making sense of new data sources.
This document discusses Criteo's transition from using SQL databases to NoSQL databases like Couchbase to handle their real-time advertising needs at scale. It describes how Criteo grew to handle over 10 million hits per second across 24 Couchbase clusters containing 550 servers with 107 TB of RAM and SSD storage. Key lessons learned included not mixing RAM and persisted data usages, extracting Couchbase stats to Graphite for flexibility, and investing as much in development as operations. The presentation concludes by outlining Criteo's plans to utilize Couchbase replication and improve failover capabilities between data centers.
This document discusses Criteo's performance advertising solutions. It highlights that Criteo works with over 9,000 publishers and 7,000 advertisers across 130+ countries. Criteo uses a prediction engine and dynamic creative optimization to deliver measurable ROI at unmatched scale across desktop, mobile, in-app, and social platforms. The document also outlines Criteo's solutions for display, email, and cross-device marketing and notes that setup to go live typically takes about 4 weeks with world-class support included.
The document provides tips for running successful performance display marketing campaigns. It outlines 5 common mistakes to avoid: 1) Not defining clear goals and KPIs, 2) Focusing on placements over understanding customer journeys, 3) Not asking the right questions of data to gain insights, 4) Allowing low quality inventory like bot traffic, and 5) Not optimizing campaigns for mobile users. Following people across devices, prioritizing premium inventory, and gaining insights from smart data analysis are some of the keys to driving maximum performance.
Criteo provides targeted display advertising that is able to predict user clicks. It buys large advertising inventories from publishers using a cost-per-million (CPM) model and sells campaigns to advertisers on a cost-per-click (CPC) model. Criteo's Real-Time Audience solution allows it to drop cookies and show targeted ads to iOS and Safari users. This solution has increased revenue for publishers by over 100% on average by enabling more accurate frequency capping, higher volume, and price points. Integrating Criteo's RTA solution is described as easy and having no impact on page loading times.
This 3 sentence summary provides the high level and essential information from the document:
Criteo is a company that provides performance display advertising and has over 550 employees globally that generated $200 million in revenue in 2011 across 4 continents and 3000 clients in 3 countries. The document discusses challenges in search marketing, how Criteo's performance display advertising works through personalized ads and bid optimization, benchmarks showing Criteo's ads outperform search ads in ROI and conversion rates, how clickers are actually valuable buyers contrary to myths, and a case study of success with Overstock
Back to the Future: Bringing Performance Targeting to Mobile Devices from DRS...Digiday
This document discusses Criteo's approach to bringing performance targeting to mobile devices. It notes that mobile traffic and commerce are growing rapidly, becoming a major opportunity. However, mobile also introduces complexity from fragmentation and lack of standards. Criteo has expanded its platform to address these challenges, offering consistent personalized ads across browsers on mobile web and within apps. Case studies show their mobile performance solutions driving increased click-through rates and conversions for advertisers. The document concludes by advising marketers to capitalize on the shift to mobile by getting involved early and applying techniques that work on mobile.
Presentations from Criteo Labs’ Infrastructure team with a guest speakers from Yandex.
• FastTrack: scaling customer integration
• Evolution of data structures in Yandex.Metrica
• Don't take your software for granted
• Evolution of analytics at Criteo
New machine learning challenges at CriteoOlivier Koch
This document summarizes machine learning challenges at Criteo, an online advertising company. It discusses how Criteo uses machine learning for bidding, product recommendations, and banner selection. It also outlines some of Criteo's machine learning challenges, including optimal bidding strategies under uncertainty, probabilistic cross-device matching, and modeling long tail users and products. The document concludes that while machine learning applies well to online advertising at scale, there is still room to improve the user experience through new algorithms and making sense of new data sources.
Criteo is an advertising company that displays ads on websites for its partners. It uses machine learning for click prediction models and product recommendations. Criteo has a large infrastructure across multiple data centers and handles over 30 billion HTTP requests per day. The presentation discusses the challenges of building machine learning models at Criteo's scale for real-time bidding and recommendations, such as dealing with many variables, changing products, and different timeframes.
New challenges for scalable machine learning in online advertisingOlivier Koch
The document discusses challenges and opportunities for machine learning in online advertising at scale. It notes that while ML has helped with tasks like bidding and recommendations, challenges remain around long-term effects, overfitting, personalization across devices, and optimal credit assignment and metrics. The document proposes that reinforcement learning, counterfactual analysis, transfer learning and factorization could help address issues like optimal bidding strategies, offline evaluation, and modeling long tail users and products. It concludes by inviting others to help solve remaining open challenges.
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...MLconf
Machine Learning for Display Advertising @ Scale: In this talk, we will briefly introduce the display advertising marketplace, its stakeholders and the key performance metrics. We will then present the models we have developed at Criteo for bidding in real-time auctions, product recommendation, and look & feel optimization at scale (1B+ monthly users, 3B+ products in our catalog, and 30K ad displayed / sec at peak traffic). For these tasks, we’ve moved over time from predicting rare, binary events (clicks) to predicting very rare events (sales) and continuous events (sales amounts), all of them being quite noisy, and we’ll discuss the different methods that we have tried to build these models (such as generalized linear models, trees or factorization machines). We’ll continue by discussing how we evaluate these models both offline and online. We will describe the infrastructure for large-scale distributed data processing that these algorithms rely upon and discuss different optimization techniques we have experimented with (such as SGD, L-BFGS, SVRG). Finally, we will conclude with future areas of research and discuss open challenges we are currently facing.”
Criteo is a technology company that uses machine learning to deliver personalized display advertisements to users. It analyzes large amounts of shopping behavior data to determine the right products to show users at the right time. Criteo has grown rapidly, with over $350 million in revenue in 2012 and a compound annual growth rate of 104% since 2010. It has a global presence with over 750 employees across 15 offices worldwide serving over 4,000 retailer clients. Criteo is also pursuing opportunities in mobile advertising given the growth of mobile commerce.
The document discusses header bidding and how it has evolved from an initial "hack" to a more holistic approach for yield management. It provides an overview of how header bidding works by having the publisher's ad server solicit real-time bids from multiple demand sources. This allows it to select the highest bid across all sources, improving monetization compared to the traditional waterfall model. The document also shares results from implementations that showed increased revenues and profitability without impacting page load times. It outlines the steps to implement header bidding using Prebid.js and analyzing performance through analytics.
Google Adwords PPC Training Seminar - Vorian Agency - Bunbury, August 2014Vorian Agency
The document provides information about a Google Adwords PPC training seminar to be held on August 20th, 2014 from 10am to 12pm. The presenter will be Matt Lynch, General Manager of Vorian Agency, who has over 20 years of experience in information technology and online marketing, specializing in search engine optimization and being a certified Google Adwords and Bing Ads professional. The seminar will cover topics such as the difference between SEO and PPC, benefits of Google Adwords, account structure, keywords, ad placements, ad rank, bidding and quality score. It will also discuss setting goals and metrics for campaign performance. Contact details are provided for Matt Lynch and Vorian Agency.
Bing Ads is rolling out improvements to segmentation reporting and the editor interface. Google AdWords is introducing new reports for negative keywords, audience insights, and shopping assortments. It is also transitioning the display network to viewable CPM billing. PPC platforms continue optimizing for advertisers through interface enhancements and new analytics.
Amanda Casari, Senior Data Scientist, Concur at MLconf SEA - 5/20/16MLconf
This document discusses how to scale data science products rather than data science teams. It presents examples of common problems faced when scaling products and classifies them as either product design problems, software engineering problems, or mathy/machine learning problems. The key issues discussed include managing user expectations, maintaining many models, using shared code across customer bases, testing accuracy in new markets, addressing cold starts for unknown customers, and identifying feedback loops.
Real-time buying for real-time events: Leveraging Programmatic TV for Live Ev...MediaPost
Be memorable in the streaming space and learn how to best leverage real-time events on Live OTT with highly engaged, leaned forward audiences no matter your budget. Hear from one of the largest vMVPDs the value of executing live events programmatically and bring your strategy to the next level.
The document describes IgnitionOne's Digital Marketing Suite (DMS) and its capabilities for powerful search campaigns. The DMS offers smart search by managing, analyzing, and optimizing search campaigns across major search engines, currencies, and languages globally. It also integrates with IgnitionOne's Data Management Platform (DMP) to collect audience data and identify customer segments for cross-channel engagement beyond search.
Your path to negative churn in SaaS is through upselling your current customers. Here we discuss the five elements that go into making an effective SaaS upsell strategy.
PubMatic White Paper: Lessons learned in header biddingIAB Europe
Amidst all the major headwinds in the digital media and advertising world, the subject of header bidding has been persistently at the heart of many industry conversations. To level-set, header bidding is a programmatic advertising tactic implemented by a publisher to attract more bids on its ad inventory, which can drive ad revenue growth significantly.
The document discusses pay per click (PPC) advertising on Google AdWords. It covers the basics of AdWords, how Google's ad distribution network works, the primary benefits of using AdWords including broad reach, low cost per click, and timing ads to users' interests. Examples are provided on how advertisers can generate qualified leads and sales through AdWords campaigns.
The document summarizes Google's Channel Sales Partnership Program, which allows partners to sell Google's digital advertising products to SMBs and generate an incremental revenue stream. Through the program, partners provide sales, support, and services to SMBs and manage their Google accounts, while Google provides training, incentives, and a dedicated support team. The partnership benefits both partners, by expanding their offerings and Google, by growing its customer base. Key requirements for partners include having existing SMB relationships, complementary products, a direct sales force, and a commitment to building a digital marketing business.
This document summarizes Acquisio's advertising management platform. It manages advertising campaigns across publishers at scale for agencies and businesses of all sizes. The platform automates tasks like reporting, account management, and budget/bid optimization using machine learning algorithms. It claims to increase conversions and reduce costs for clients across industries. Pricing and a free trial are available on the company's website.
What You Need To Know For A Successful Start on DoubleClick Bid ManagerHanapin Marketing
This document provides an overview and agenda for a webinar on getting started successfully with DoubleClick Bid Manager (DCBM). The key points covered include:
- Why use DCBM, including its variety of reporting features and increased control over bidding and budgets.
- Initial challenges like needing a DCBM account to access training materials and having to go through DoubleClick's sales team to get set up.
- An introduction to DCBM's interface.
- How to plan a strategy, including available creatives, targeting options, and setting up insertion orders and line items.
- Details on targeting, including inventory sources, apps/URLs, keywords, and audience lists.
Mastering Excel for PPC: An Advanced Series for Better Marketing Results in 2017Hanapin Marketing
[Fix These 5 Common Excel Issues To Achieve Pro Status]
Excel, while a fabulous tool for PPC, is not without its occasional hang-ups – as PPC thought-leaders, who would we be if we didn’t address them? In this live webinar, Account Analyst Rachael Law will ease your mind with solutions to all the common Excel issues, so that you too can be a pro.
[Excel Your Search Query Reports With These Must-Have Tips]
Search query reports are a fact of life in paid search. No matter how great your keywords are, there will always be queries that, for better or worse, don’t quite match your target. Although it’s a crucial part of account success, the web interfaces leave much to be desired. Choosing queries one by one and setting them as negative or adding them as keywords is inefficient and leaves you with a poor view of the situation. Join Hanapin’s Account Manager Alaina Thompson as she teaches you techniques to not only save time, but get more out of your SQRs in the process.
[Discover More Accurate Projections With Excel Data Tables]
We’ve all been in a situation where we needed to see the results of an equation based on a range of values. Maybe it was “what if we spent X amount or Y amount” or “what are the potential impacts of another ad test?” However, calculating by hand is slow and cumbersome. Thankfully, data tables allow you to quickly compare values and run calculations multiple times. In this live webinar, Senior Account Analyst Jacob Fairclough will teach you how data tables can save you time and sanity when making projections.
Campaign Watch is a competitive intelligence tool that provides in-depth data and insights into competitors' strategies. It monitors over 92 million keywords and 45 million websites across desktop and mobile. Some key features include:
- Tracking competitors' paid advertising strategies by monitoring keywords, ad copy, and landing pages
- Alerts on new offers, promotions, product launches or A/B testing results from competitors
- Analyzing competitors' testing strategies to identify new opportunities
- Benchmarking against top competitors to find strengths and weaknesses
- Comparing landing pages and A/B tests to identify changes
Let's take a look at the customization options available for text ads on the Search and Display network. Topics include: Countdowns, Keyword Targeting, Location Targeting, Recurring Events, and more!
Using Programmatic to Reach People in the Moments that MatterIncubeta NMPi
Is programmatic the biggest buzz word in advertising? Yes, because it has some of the biggest opportunities. These slides look at where the real opportunity in programmatic advertising lies. From audience data to creative design here are the tips and tricks.
WebSpectator Ad Exchange Network is the world’s first and only real-time ad viewability solution that creates a live audience by measuring the actual time spent viewing ads, videos or any multimedia element. This revolutionary technology inaugurates a new advertising era, providing a win-win-win scenario for the whole industry: better audience engagement and monetization for publishers, added value and control for advertisers, with granted brand exposure and new efficiency metrics and insights, and most importantly, the best consumer experience, only made possible by WebSpectator’s real-time technology. For more information, please visit www.webspectator.com or follow @WebSpec on Twitter.
Guide to Programmatic Media buying for recruitment. Top tips, explanation of strategic uses, examples of how ads are targeted and all the important terms decoded.
Criteo is an advertising company that displays ads on websites for its partners. It uses machine learning for click prediction models and product recommendations. Criteo has a large infrastructure across multiple data centers and handles over 30 billion HTTP requests per day. The presentation discusses the challenges of building machine learning models at Criteo's scale for real-time bidding and recommendations, such as dealing with many variables, changing products, and different timeframes.
New challenges for scalable machine learning in online advertisingOlivier Koch
The document discusses challenges and opportunities for machine learning in online advertising at scale. It notes that while ML has helped with tasks like bidding and recommendations, challenges remain around long-term effects, overfitting, personalization across devices, and optimal credit assignment and metrics. The document proposes that reinforcement learning, counterfactual analysis, transfer learning and factorization could help address issues like optimal bidding strategies, offline evaluation, and modeling long tail users and products. It concludes by inviting others to help solve remaining open challenges.
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...MLconf
Machine Learning for Display Advertising @ Scale: In this talk, we will briefly introduce the display advertising marketplace, its stakeholders and the key performance metrics. We will then present the models we have developed at Criteo for bidding in real-time auctions, product recommendation, and look & feel optimization at scale (1B+ monthly users, 3B+ products in our catalog, and 30K ad displayed / sec at peak traffic). For these tasks, we’ve moved over time from predicting rare, binary events (clicks) to predicting very rare events (sales) and continuous events (sales amounts), all of them being quite noisy, and we’ll discuss the different methods that we have tried to build these models (such as generalized linear models, trees or factorization machines). We’ll continue by discussing how we evaluate these models both offline and online. We will describe the infrastructure for large-scale distributed data processing that these algorithms rely upon and discuss different optimization techniques we have experimented with (such as SGD, L-BFGS, SVRG). Finally, we will conclude with future areas of research and discuss open challenges we are currently facing.”
Criteo is a technology company that uses machine learning to deliver personalized display advertisements to users. It analyzes large amounts of shopping behavior data to determine the right products to show users at the right time. Criteo has grown rapidly, with over $350 million in revenue in 2012 and a compound annual growth rate of 104% since 2010. It has a global presence with over 750 employees across 15 offices worldwide serving over 4,000 retailer clients. Criteo is also pursuing opportunities in mobile advertising given the growth of mobile commerce.
The document discusses header bidding and how it has evolved from an initial "hack" to a more holistic approach for yield management. It provides an overview of how header bidding works by having the publisher's ad server solicit real-time bids from multiple demand sources. This allows it to select the highest bid across all sources, improving monetization compared to the traditional waterfall model. The document also shares results from implementations that showed increased revenues and profitability without impacting page load times. It outlines the steps to implement header bidding using Prebid.js and analyzing performance through analytics.
Google Adwords PPC Training Seminar - Vorian Agency - Bunbury, August 2014Vorian Agency
The document provides information about a Google Adwords PPC training seminar to be held on August 20th, 2014 from 10am to 12pm. The presenter will be Matt Lynch, General Manager of Vorian Agency, who has over 20 years of experience in information technology and online marketing, specializing in search engine optimization and being a certified Google Adwords and Bing Ads professional. The seminar will cover topics such as the difference between SEO and PPC, benefits of Google Adwords, account structure, keywords, ad placements, ad rank, bidding and quality score. It will also discuss setting goals and metrics for campaign performance. Contact details are provided for Matt Lynch and Vorian Agency.
Bing Ads is rolling out improvements to segmentation reporting and the editor interface. Google AdWords is introducing new reports for negative keywords, audience insights, and shopping assortments. It is also transitioning the display network to viewable CPM billing. PPC platforms continue optimizing for advertisers through interface enhancements and new analytics.
Amanda Casari, Senior Data Scientist, Concur at MLconf SEA - 5/20/16MLconf
This document discusses how to scale data science products rather than data science teams. It presents examples of common problems faced when scaling products and classifies them as either product design problems, software engineering problems, or mathy/machine learning problems. The key issues discussed include managing user expectations, maintaining many models, using shared code across customer bases, testing accuracy in new markets, addressing cold starts for unknown customers, and identifying feedback loops.
Real-time buying for real-time events: Leveraging Programmatic TV for Live Ev...MediaPost
Be memorable in the streaming space and learn how to best leverage real-time events on Live OTT with highly engaged, leaned forward audiences no matter your budget. Hear from one of the largest vMVPDs the value of executing live events programmatically and bring your strategy to the next level.
The document describes IgnitionOne's Digital Marketing Suite (DMS) and its capabilities for powerful search campaigns. The DMS offers smart search by managing, analyzing, and optimizing search campaigns across major search engines, currencies, and languages globally. It also integrates with IgnitionOne's Data Management Platform (DMP) to collect audience data and identify customer segments for cross-channel engagement beyond search.
Your path to negative churn in SaaS is through upselling your current customers. Here we discuss the five elements that go into making an effective SaaS upsell strategy.
PubMatic White Paper: Lessons learned in header biddingIAB Europe
Amidst all the major headwinds in the digital media and advertising world, the subject of header bidding has been persistently at the heart of many industry conversations. To level-set, header bidding is a programmatic advertising tactic implemented by a publisher to attract more bids on its ad inventory, which can drive ad revenue growth significantly.
The document discusses pay per click (PPC) advertising on Google AdWords. It covers the basics of AdWords, how Google's ad distribution network works, the primary benefits of using AdWords including broad reach, low cost per click, and timing ads to users' interests. Examples are provided on how advertisers can generate qualified leads and sales through AdWords campaigns.
The document summarizes Google's Channel Sales Partnership Program, which allows partners to sell Google's digital advertising products to SMBs and generate an incremental revenue stream. Through the program, partners provide sales, support, and services to SMBs and manage their Google accounts, while Google provides training, incentives, and a dedicated support team. The partnership benefits both partners, by expanding their offerings and Google, by growing its customer base. Key requirements for partners include having existing SMB relationships, complementary products, a direct sales force, and a commitment to building a digital marketing business.
This document summarizes Acquisio's advertising management platform. It manages advertising campaigns across publishers at scale for agencies and businesses of all sizes. The platform automates tasks like reporting, account management, and budget/bid optimization using machine learning algorithms. It claims to increase conversions and reduce costs for clients across industries. Pricing and a free trial are available on the company's website.
What You Need To Know For A Successful Start on DoubleClick Bid ManagerHanapin Marketing
This document provides an overview and agenda for a webinar on getting started successfully with DoubleClick Bid Manager (DCBM). The key points covered include:
- Why use DCBM, including its variety of reporting features and increased control over bidding and budgets.
- Initial challenges like needing a DCBM account to access training materials and having to go through DoubleClick's sales team to get set up.
- An introduction to DCBM's interface.
- How to plan a strategy, including available creatives, targeting options, and setting up insertion orders and line items.
- Details on targeting, including inventory sources, apps/URLs, keywords, and audience lists.
Mastering Excel for PPC: An Advanced Series for Better Marketing Results in 2017Hanapin Marketing
[Fix These 5 Common Excel Issues To Achieve Pro Status]
Excel, while a fabulous tool for PPC, is not without its occasional hang-ups – as PPC thought-leaders, who would we be if we didn’t address them? In this live webinar, Account Analyst Rachael Law will ease your mind with solutions to all the common Excel issues, so that you too can be a pro.
[Excel Your Search Query Reports With These Must-Have Tips]
Search query reports are a fact of life in paid search. No matter how great your keywords are, there will always be queries that, for better or worse, don’t quite match your target. Although it’s a crucial part of account success, the web interfaces leave much to be desired. Choosing queries one by one and setting them as negative or adding them as keywords is inefficient and leaves you with a poor view of the situation. Join Hanapin’s Account Manager Alaina Thompson as she teaches you techniques to not only save time, but get more out of your SQRs in the process.
[Discover More Accurate Projections With Excel Data Tables]
We’ve all been in a situation where we needed to see the results of an equation based on a range of values. Maybe it was “what if we spent X amount or Y amount” or “what are the potential impacts of another ad test?” However, calculating by hand is slow and cumbersome. Thankfully, data tables allow you to quickly compare values and run calculations multiple times. In this live webinar, Senior Account Analyst Jacob Fairclough will teach you how data tables can save you time and sanity when making projections.
Campaign Watch is a competitive intelligence tool that provides in-depth data and insights into competitors' strategies. It monitors over 92 million keywords and 45 million websites across desktop and mobile. Some key features include:
- Tracking competitors' paid advertising strategies by monitoring keywords, ad copy, and landing pages
- Alerts on new offers, promotions, product launches or A/B testing results from competitors
- Analyzing competitors' testing strategies to identify new opportunities
- Benchmarking against top competitors to find strengths and weaknesses
- Comparing landing pages and A/B tests to identify changes
Let's take a look at the customization options available for text ads on the Search and Display network. Topics include: Countdowns, Keyword Targeting, Location Targeting, Recurring Events, and more!
Using Programmatic to Reach People in the Moments that MatterIncubeta NMPi
Is programmatic the biggest buzz word in advertising? Yes, because it has some of the biggest opportunities. These slides look at where the real opportunity in programmatic advertising lies. From audience data to creative design here are the tips and tricks.
WebSpectator Ad Exchange Network is the world’s first and only real-time ad viewability solution that creates a live audience by measuring the actual time spent viewing ads, videos or any multimedia element. This revolutionary technology inaugurates a new advertising era, providing a win-win-win scenario for the whole industry: better audience engagement and monetization for publishers, added value and control for advertisers, with granted brand exposure and new efficiency metrics and insights, and most importantly, the best consumer experience, only made possible by WebSpectator’s real-time technology. For more information, please visit www.webspectator.com or follow @WebSpec on Twitter.
Guide to Programmatic Media buying for recruitment. Top tips, explanation of strategic uses, examples of how ads are targeted and all the important terms decoded.
Cost Per Hour: Using a Time-Based Currency for Digital AdvertisingNikul Sanghvi
- Cost Per Hour (CPH) is a new proposed currency for digital advertising that values ad exposure time instead of just impressions. This allows publishers to distinguish high-value impressions that drive branding objectives like awareness.
- Using predictive analytics, publishers can target impressions that provide more exposure time and sell them to brand advertisers as "hours" to be delivered in fewer impressions than typical campaigns.
- Measurement tools like Chartbeat can track the active exposure time of ads on pages to support a CPH currency, accounting only for time when ads are visible and users are actively engaged.
Growing numbers of advertisers and publishers are embracing programmatic channels for video advertising, where real-time markets allow buyers and sellers to buy and sell video ads at scale with lower costs. Data shows that in-stream video ad impressions tripled on the DoubleClick Ad Exchange from 2012 to 2013 due to strong demand. Nearly all advertiser categories posted double-digit growth in video ad spend and impressions each quarter as more utilize programmatic channels.
Video ads-the-programmatic-channel research-studiesAdCMO
Growing numbers of advertisers and publishers are embracing programmatic channels for video advertising, where real-time markets allow buyers and sellers to buy and sell video ads at scale with lower costs. Data shows that in-stream video ad impressions tripled on the DoubleClick Ad Exchange from 2012 to 2013 due to strong demand. Nearly all advertiser categories posted double-digit growth in video ad spend and impressions each quarter as more utilize programmatic channels.
Growing numbers of advertisers and publishers are embracing programmatic channels for video advertising, where real-time markets allow buyers and sellers to buy and sell video ads at scale with lower costs. Data shows that in-stream video ad impressions tripled on the DoubleClick Ad Exchange from 2012 to 2013 due to strong demand. Nearly all advertiser categories posted double-digit growth in video ad spend and impressions each quarter as more utilize programmatic channels.
Growing numbers of advertisers and publishers are embracing programmatic channels for video advertising, where real-time markets allow buyers and sellers to buy and sell video ads at scale with lower costs. Data shows that in-stream video ad impressions tripled year-over-year on the DoubleClick Ad Exchange, and the number of publishers monetizing video content doubled, as advertisers in categories like retail and automotive quadrupled their spending. Nearly all advertiser categories posted double-digit growth in video ad spend and impressions each quarter.
EDS is a pioneer in location-based mobile advertising. They process 100GB of location data per hour and analyze 26BN bid requests daily. Their proprietary technology layers locations onto user journeys across devices to target and retarget audiences. Their services include geo-fencing, historical location data, cross-device targeting, and reporting on key metrics like store visits and brand sentiment. They provide comprehensive digital marketing strategies, set up search, display, and video campaigns, and optimize campaigns on an ongoing basis through keyword, ad, and targeting adjustments with monthly reporting.
The document provides an overview of the display advertising ecosystem and strategies for optimizing campaigns on Invite Media's platform. It discusses key concepts like audience buying, real-time bidding, ad networks, exchanges, and DSPs. It also outlines Invite Media's services for advancing strategies around the consumer journey, real-time bidding, and generating insights. The document provides guidance on components for success, getting started, consolidating buys, and optimizing campaigns.
The document provides an overview of the display advertising ecosystem and strategies for optimizing campaigns on Invite Media's platform. It discusses key concepts like audience buying, real-time bidding, ad networks, exchanges, and DSPs. It also outlines Invite Media's services for advancing strategies around the consumer journey, real-time bidding, and generating insights. The document provides guidance on components for success, getting started, consolidating buys, and optimizing campaigns.
The document provides an overview of the display advertising ecosystem and strategies for optimizing campaigns on Invite Media's platform. It discusses key concepts like audience buying, real-time bidding, ad networks, exchanges, and DSPs. It also outlines Invite Media's services for advancing strategies around the consumer journey, real-time bidding, and generating insights. The document provides guidance on components for success, getting started, consolidating buys, and optimizing campaigns.
Doug Stotland from Microsoft discussed upcoming updates to the adCenter platform. The fall 2008 upgrade would allow advertisers to pause and resume individual ads, conduct A/B testing of ads, and receive more detailed rejection information. It would also provide improved keyword bid suggestions and forecasting of ad performance. Stotland noted rising CPCs are due to increasing demand and budgets from new advertisers. He introduced the concept of the "Big ROI Gap" between top performing advertisers and others, and emphasized the need for advertisers to adapt to market changes, leverage new technologies, and increase knowledge to close this gap.
The document introduces a new time-based digital advertising metric called Guaranteed Time Slot (GTS) that has been accredited by the Media Rating Council. It discusses the benefits of using time spent viewing an ad as a new metric for both publishers and advertisers. The document then presents a case study on a large online media publisher that adopted the GTS metric. The case study compares key performance indicators like page views, impressions, and average visit duration, before and after adopting GTS, and found increases in important metrics like time spent on the site. The new time-based metric provides a way to better understand advertising effectiveness and maximize revenue for publishers.
The document introduces a new time-based digital advertising metric called Guaranteed Time Slot (GTS) that has been accredited by the Media Rating Council. It discusses the challenges of existing digital advertising metrics like impressions and clicks. A case study is presented that analyzes key performance indicators for a media publisher, such as page views, impressions, and visit duration, before and after implementing the new GTS metric, finding benefits for both publishers and advertisers. The new metric allows advertisers to understand how long consumers actually view ads, while publishers can increase inventory value and revenues by monetizing the verified time spent with ads.
Rewarded Video Advertising: How to Engage the Mobile GamerAdjust
With this presentation, advertisers will understand the specific attributes of one of the most popular and effective ad models currently used in the mobile gaming industry. With relevant examples, we’ll try to help you understand how to leverage the full potential of your networks and measurement partners data, to achieve your acquisition and engagement goals.
The document provides step-by-step instructions for building an advertising campaign using the ExactDrive Advertising Platform. It outlines 9 steps for setting up a campaign, including creating an advertiser, defining campaign details and goals, targeting inventory categories and geographies, uploading creatives, and finalizing the campaign summary. The platform allows for precision targeting across behavioral, categorical, retargeting and other targeting approaches to generate desired campaign results.
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This document summarizes a presentation given at a HubSpot User Group meeting. The presentation discussed how to make digital advertising more inbound-focused by using different ad types like search, display, and social media ads appropriately. It also covered best practices for keyword selection, ad copy, targeting methods, and measuring success. The presenter explained how HubSpot's tools can help with digital ads by integrating them into the CRM and allowing measurement of true ROI.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/how-axelera-ai-uses-digital-compute-in-memory-to-deliver-fast-and-energy-efficient-computer-vision-a-presentation-from-axelera-ai/
Bram Verhoef, Head of Machine Learning at Axelera AI, presents the “How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision” tutorial at the May 2024 Embedded Vision Summit.
As artificial intelligence inference transitions from cloud environments to edge locations, computer vision applications achieve heightened responsiveness, reliability and privacy. This migration, however, introduces the challenge of operating within the stringent confines of resource constraints typical at the edge, including small form factors, low energy budgets and diminished memory and computational capacities. Axelera AI addresses these challenges through an innovative approach of performing digital computations within memory itself. This technique facilitates the realization of high-performance, energy-efficient and cost-effective computer vision capabilities at the thin and thick edge, extending the frontier of what is achievable with current technologies.
In this presentation, Verhoef unveils his company’s pioneering chip technology and demonstrates its capacity to deliver exceptional frames-per-second performance across a range of standard computer vision networks typical of applications in security, surveillance and the industrial sector. This shows that advanced computer vision can be accessible and efficient, even at the very edge of our technological ecosystem.
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.
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.
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
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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.
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Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
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.
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.
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!
2. GTS:
Guaranteed Time Slot
GTS is the win-win
solution for publishers
and advertisers.
Publishers monetise properties
by effective time-spent, increasing
inventory and revenue.
Advertisers now pay for the effective brand
exposure time with their audience, increasing
budget efficiency and ROI.
WEBSPECTATOR
4. Step1_Share
Forget the 1:1 page view/impression ratio.
GTS: Guaranteed Time Slot monetises properties’ time-spent, translating in new ad revenue
on top of existing rev models.
GTS means 1 page view and multiple impression - new ratio 1:N
Option I
Premium direct sales ad revenue - Inventory sold out
Revenue limited by current inventory? NO
!
Rev Share:
30%
WebSpectator: available time-based inventory boosts new premium revenue
opportunities.
!
Option II
Remnant sales ongoing - revenue ”as is”
Property ad revenue potential achieved? NO
!
Rev Share:
0%-50%
(RTB Auction)
WebSpectator: buys all ATF/BTF available inventory to trade on GTS.
Average: 25/30%
WEBSPECTATOR
5. Step2_Manage
WebSpectator offers powerful yet free analytics tools.
WebSpectator analytics tools let you customize and manage your ad potencial according to
your business rules.
Define floors and blocks.
Floors
Maximize your property yield by establishing floor prices for your inventory.
Manage your pass back tags to optimize attribution.
!
!
Blocks
Block your campaign from being printed next to sensitive content:
Block by technology, industry, advertiser and more.
WEBSPECTATOR
6. Step3_Monetize
Plug&Play monetisation at the touch of a button.
The GTS: Guaranteed Time Slot monetises new ad opportunities based on an asset all
properties already own: time-spend.
Choose your own integration speed.
Option I
!
_Add beacons to existing placements and start monetising time.
_1st print is delivered ”as is” and WebSpectator manages from the 2nd print on.
!
Time = GTS = Performance = Revenue
!
Option II
!
_Create new placement with GTS beacons: ATF or BTF.
_Monitor effective exposure time and new ad revenue potential from the 2nd print on.
!
Time = GTS = Performance = Revenue
WEBSPECTATOR
7. Step4_Optimize
GTS monetisation opens a new ad revenue dimension.
This means rethinking current ad placements and formats to make maximize time-spent
ad revenue, on top of traditional ad revenue.
A few suggested ideias to optimize your property:
I_ RPM Focus
!
II_ TakeOver
!
III_ Sponsored Stories
!
IV_ Mobile App
!
V_ InStream Video
!
WEBSPECTATOR
15. WebSpectator gets accredited by the Media Rating Council
(MRC) for its new metric GTS: Guarantee Time Slot, that measures
the effective exposure time for web&mobile display advertising.
The MRC applauds WebSpectator for successfully completing the
accreditation process for the core Guaranteed Time Slot display advertising
viewability metrics in WebSpectator for Publishers,” said George W. Ivie,
Executive Director and CEO of the MRC.
!
“WebSpectator for Publishers’ GTS is an innovative measurement approach,
and MRC accreditation indicates that it complies with MRC Standards, a
recognized benchmark for quality and disclosure.”
The GTS is a revolutionary way to trade display advertising
on for web&mobile, already available for publishers and
advertisers
WEBSPECTATOR
The Media Rating Council is a
nonprofit industry
association, whose goal is to
ensure measurement
services that are valid,
reliable and effective.
16. !
WebSpectator technology was nominated Cool
Vendor for Mídia on Gartner’s Cool Vendor
Report 2012, release by Gartner in April 2012.
!
Research by Andrew C. Frank, Jennifer Beck
and Mitchell David Smith, analysts for Media,
Marketing and Technology, considered the
technology ”has the potencial to establish a
new industry standard for real-time web
experience”.
!
WebSpectator technology as the potencial to
revolutionise the way display advertising is
measured, traded and managed on
web&mobile.
WEBSPECTATOR
17. O GTS: Guaranteed Time Slot, reveals a totally
new revenue stream for Publishers, as well as a new premium ad
product with guaranteed exposure.
“With the GTS we can finally show advertisers how many
people are in fact engaged with their brand, which led us to
create a new and exclusive ad product that drives higher
CPM and CTR” , says André Chaves, CEO for iG.
!
“We are proud to be one of the pioneers in the world to
believe and implement this new display ad metric and we’re
already reaping the benefits of this strategy”.
WEBSPECTATOR
iG is one the largest
and the most
creative media
portals in Brazil.
18. WebSpectator provides the first real-time accredited
analytics for Publishers.
!
• Metrics
• Insights
!
• Revenues
!
• Visitors
!
• Time
!
• Engagement
Learn more
!
www.webspectator.com
WEBSPECTATOR
19. WebSpectator provides the first real-time accredited
analytics for Advertisers.
!
• Audience
• Reach
!
• Impressions
!
• CTR (GTS)
!
• Exposure Time
!
• Clicks
Learn more
!
www.webspectator.com
WEBSPECTATOR