The next generation of the Montage image mosaic engineG. Bruce Berriman
Presentation given by Bruce Berriman at the Astronomical Data Analysis Software & Systems XXV (ADASS XXV) Conference, Sydney, Australia, October 29, 2015.
Authors: G. B. Berriman, J.C. Good, B. Rusholme, T. Robitaille.
Enabling Access to Big Geospatial Data with LocationTech and Apache projectsRob Emanuele
LocationPowers OGC BigGeoData 2016
This presentation will discuss tools in the open source landscape that are used to handle big geospatial data. In particular, we will focus on how Apache frameworks such as Spark and Accumulo are "geospatially enabled" by four projects: GeoTrellis, GeoWave, GeoMesa, and GeoJinni. These four projects all participate in LocationTech, a working group under the Eclipse Foundation. In particular, we will discuss how each of these LocationTech technologies implement spatial indexing (e.g. by using space filling curves) in order to provide quick access to data, and other common themes among the four projects. Attendees should walk away from this presentation understanding important parts of the Apache big data ecosystem, a set of LocationTech projects that belong to the cutting edge of enabling those Apache project's handling of geospatial data, as well as some solutions to common problems when dealing with large geospatial data.
Members of the Chef for OpenStack community had a meetup on the last day of the Spring 2013 OpenStack Summit to coordinate and plan further Grizzly work. These are our notes, we'll report back at the Fall 2013 OpenStack Summit what we accomplished.
The next generation of the Montage image mosaic engineG. Bruce Berriman
Presentation given by Bruce Berriman at the Astronomical Data Analysis Software & Systems XXV (ADASS XXV) Conference, Sydney, Australia, October 29, 2015.
Authors: G. B. Berriman, J.C. Good, B. Rusholme, T. Robitaille.
Enabling Access to Big Geospatial Data with LocationTech and Apache projectsRob Emanuele
LocationPowers OGC BigGeoData 2016
This presentation will discuss tools in the open source landscape that are used to handle big geospatial data. In particular, we will focus on how Apache frameworks such as Spark and Accumulo are "geospatially enabled" by four projects: GeoTrellis, GeoWave, GeoMesa, and GeoJinni. These four projects all participate in LocationTech, a working group under the Eclipse Foundation. In particular, we will discuss how each of these LocationTech technologies implement spatial indexing (e.g. by using space filling curves) in order to provide quick access to data, and other common themes among the four projects. Attendees should walk away from this presentation understanding important parts of the Apache big data ecosystem, a set of LocationTech projects that belong to the cutting edge of enabling those Apache project's handling of geospatial data, as well as some solutions to common problems when dealing with large geospatial data.
Members of the Chef for OpenStack community had a meetup on the last day of the Spring 2013 OpenStack Summit to coordinate and plan further Grizzly work. These are our notes, we'll report back at the Fall 2013 OpenStack Summit what we accomplished.
HPCNow! outlines their dynamic provisioning of Hybrid nodes, used primarily for HPC. OpenNebula is a fundamental component, offering the desired flexibility and ease.
5 Critical Steps to Clean Your Data Swamp When Migrating Off of HadoopDatabricks
In this session, learn how to quickly supplement your on-premises Hadoop environment with a simple, open, and collaborative cloud architecture that enables you to generate greater value with scaled application of analytics and AI on all your data. You will also learn five critical steps for a successful migration to the Databricks Lakehouse Platform along with the resources available to help you begin to re-skill your data teams.
Leonid Vasilyev "Building, deploying and running production code at Dropbox"IT Event
Reproducible builds, fast and safe deployment process together with self-healing services form the basis of stable and maintainable infrastructure. In this talk I’d like to cover, from the Site Reliability Engineering (SRE) perspective, how Dropbox addresses above challenges, what technologies are used and what lessons were learnt during implementation process.
This was co-presented at the OpenStack Summit 2013 in Portland by Kamesh Pemmaraju, Product Manager from Dell and Neil Levine Inktank.
Inktank Ceph is a transformational open source storage solution fully integrated into OpenStack providing scalable object and block storage (via Cinder) using commodity servers. The Ceph solution is resilient to failures, uses storage efficiently, and performs well under a variety of VM Workloads.
Dell Crowbar is an open source software framework that can automatically deploy Ceph and OpenStack on bare metal servers in a matter of hours. The Ceph team worked with Dell to create a Ceph barclamp (a crowbar extention) that integrates Glance, Cinder, and Nova-Volume. As a result, it is lot faster and easier to install, configure, and manage a sizable OpenStack and Ceph cluster that is tightly integrated and cost- optimized.
Hear how OpenStack users can address their storage deployment challenges:
Considerations when selecting a cloud storage system
Overview of the Ceph architecture with unique features and benefits
Overview of Dell Crowbar and how it can automate and simplify Ceph/OpenStack deployments Best practices in deploying cloud storage with Ceph and OpenStack
Presentation at the NCTech4Good conference in Chapel Hill, NC on April 15, 2011. The presentation covers upgrading to Drupal 7 from Drupal 6 (or another system), and covers best practices, recommendations. Update.php and migrate module are both discussed.
Responding to Coronavirus: How marketers can leverage digital responsiblyInMobi
The novel Coronavirus spread across the globe has led to significant business impact, leaving no business untouched. In terms of responsiveness, brands should take note of how consumer behaviour has changed. With people spending more time at home, brands – B2B or B2C - can leverage the digital medium, especially mobile, to connect with their customers. As data directs, brands should closely monitor media consumption habits and patterns to better allocate media spends and contextualise their messaging. However, advertisers should be sensitive to the situation when designing their digital brand messaging and advertising – by using the medium more responsibly. Join us as LinkedIn and InMobi explore how advertisers can leverage digital responsibly during these challenging times.
2020: Celebrating the Era of the Connected ConsumerInMobi
India has witnessed a digital transformation unlike any other in the last decade, with the nation now becoming the second-largest internet market across the globe. We examine the convergence of the three C’s: Context, Commerce, and Content and discuss how together, it is helping build a mobile economy that works for everyone.
HPCNow! outlines their dynamic provisioning of Hybrid nodes, used primarily for HPC. OpenNebula is a fundamental component, offering the desired flexibility and ease.
5 Critical Steps to Clean Your Data Swamp When Migrating Off of HadoopDatabricks
In this session, learn how to quickly supplement your on-premises Hadoop environment with a simple, open, and collaborative cloud architecture that enables you to generate greater value with scaled application of analytics and AI on all your data. You will also learn five critical steps for a successful migration to the Databricks Lakehouse Platform along with the resources available to help you begin to re-skill your data teams.
Leonid Vasilyev "Building, deploying and running production code at Dropbox"IT Event
Reproducible builds, fast and safe deployment process together with self-healing services form the basis of stable and maintainable infrastructure. In this talk I’d like to cover, from the Site Reliability Engineering (SRE) perspective, how Dropbox addresses above challenges, what technologies are used and what lessons were learnt during implementation process.
This was co-presented at the OpenStack Summit 2013 in Portland by Kamesh Pemmaraju, Product Manager from Dell and Neil Levine Inktank.
Inktank Ceph is a transformational open source storage solution fully integrated into OpenStack providing scalable object and block storage (via Cinder) using commodity servers. The Ceph solution is resilient to failures, uses storage efficiently, and performs well under a variety of VM Workloads.
Dell Crowbar is an open source software framework that can automatically deploy Ceph and OpenStack on bare metal servers in a matter of hours. The Ceph team worked with Dell to create a Ceph barclamp (a crowbar extention) that integrates Glance, Cinder, and Nova-Volume. As a result, it is lot faster and easier to install, configure, and manage a sizable OpenStack and Ceph cluster that is tightly integrated and cost- optimized.
Hear how OpenStack users can address their storage deployment challenges:
Considerations when selecting a cloud storage system
Overview of the Ceph architecture with unique features and benefits
Overview of Dell Crowbar and how it can automate and simplify Ceph/OpenStack deployments Best practices in deploying cloud storage with Ceph and OpenStack
Presentation at the NCTech4Good conference in Chapel Hill, NC on April 15, 2011. The presentation covers upgrading to Drupal 7 from Drupal 6 (or another system), and covers best practices, recommendations. Update.php and migrate module are both discussed.
Similar to Hadoop bangalore-meetup-dec-2011-crux (20)
Responding to Coronavirus: How marketers can leverage digital responsiblyInMobi
The novel Coronavirus spread across the globe has led to significant business impact, leaving no business untouched. In terms of responsiveness, brands should take note of how consumer behaviour has changed. With people spending more time at home, brands – B2B or B2C - can leverage the digital medium, especially mobile, to connect with their customers. As data directs, brands should closely monitor media consumption habits and patterns to better allocate media spends and contextualise their messaging. However, advertisers should be sensitive to the situation when designing their digital brand messaging and advertising – by using the medium more responsibly. Join us as LinkedIn and InMobi explore how advertisers can leverage digital responsibly during these challenging times.
2020: Celebrating the Era of the Connected ConsumerInMobi
India has witnessed a digital transformation unlike any other in the last decade, with the nation now becoming the second-largest internet market across the globe. We examine the convergence of the three C’s: Context, Commerce, and Content and discuss how together, it is helping build a mobile economy that works for everyone.
India is inching closer to becoming a trillion dollar digital economy with rapidly expanding digital infrastructure and greater accessibility to technology. With 90% of India set to own a mobile phone by 2022, it comes as no surprise that mobile is the primary driver of this transformation. For the marketer, therefore, it becomes extremely crucial to gauge the depths and dynamics of the Indian mobile user. This report provides a repository of information that taps into these learnings.
Unlocking the True Potential of Data on MobileInMobi
While over 90% of a consumer’s time is spent on smartphones, only 53% of advertising budgets are being spent to reach them here. Can mobile data help advertisers make the successful switch to making a true investment and go digital-first? As a marketer, your biggest struggle is the effort to build a holistic persona of every user by combining all data assets across every touch point you have had with your users.
InMobi State of Mobile Video Advertising Report 2018InMobi
In our State of Mobile Video Advertising 2018 Report, we highlighted how advertisers and publishers alike all around the world have increasingly embraced in-app video advertising over the past two plus years.
As programmatic becomes even more popular, app developers today are rethinking their old monetization strategies and are increasingly turning to mediation and header bidding. This space, however, can be confusing, with many players claiming to offer best-of-breed in-app header bidding technology. But does what they offer live up to the hype? Are you as a publisher equipped to make the best choice while maximizing revenue and yield?
Access this presentation to:
1. Learn more about mediation best practices
2. Understand the challenges with traditional waterfall mechanisms
3. Get to the bottom of the differences between header bidding and true unified auctions
This preview of the full report is based on the survey of 800+ app marketers from around the world. The survey revealed compelling insights into the world of mobile app marketing including the goals, challenges, budgets as well as strategies for user acquisition, retention, measurement, and attribution used by app marketers.
Download the full report here - http://go.inmobi.net/the-state-of-mobile-app-performance-marketing-report
A Cure for Ad-Fraud: Turning Fraud Detection into Fraud PreventionInMobi
The digital advertising ecosystem continues to be threatened by an ever-expanding and evolving web of ad fraud, leaving advertisers scrambling to scrutinize the authenticity of each impression and every subsequent user interaction. Fraud is destroying value and trust within the mobile advertising ecosystem with every passing day and, according to a recent study, it's estimated to cost advertisers $16.4 billion in 2017. While advertisers are the obvious victims, other players in the media supply chain such as agencies and networks are also greatly impacted. In order to truly eradicate fraud, advertisers, ad networks and attribution technologies must form a united front to turn ad fraud detection into ad fraud prevention.
This webinar will discuss the state of the art and latest advances in technology in the war against the invisible army of advertising fraudsters and explore strategies in which various industry stakeholders can work together towards stamping out ad fraud once and for all.
In this PPT you'll learn:
What are the incentives for mobile ad fraud?
What does fraud look like and how can it be detected?
How can the industry work together to eradicate ad fraud?
[Webinar] driving accountability in mobile advertisingInMobi
Digital ad spending across the world is growing exponentially and mobile is owning the lion's share, adding value with every passing day. However, all is not well on the mobile front - it's time the mobile ecosystem woke up to reality and devised a plan to battle fraudsters who are eroding trust and stealing valuable ad dollars. To rein in the malicious players, all players including advertisers, networks, publishers and independent measurement platforms need to come together to address the 3 core issues of Brand Safety, Viewability and Fraud.
The Brand Marketer's Guide to Mobile Video ViewabilityInMobi
Today, mobile video is eating the world! With an increase in video viewing across connected devices, globally, by 2018, 64% of global online video views are expected to be on mobile. In such a scenario, mobile video ads are going to dominate the future of marketing. However, with mobile video advertising still in its nascent form, there are several challenges for the mobile advertising industry to collectively address in order to move forward. And key amongst these is the issue of mobile video viewability. In this PPT, you will understand:
What mobile video viewability really means
Global definitions of mobile video viewability
Viewability through independent measurement
What to look for when choosing the right viewability partner
Top 2017 Mobile Advertising Trends in IndonesiaInMobi
2016 was an eventful year for mobile in Asia Pacific especially in Indonesia, as more consumers are deserting desktops for mobile devices. Right from socialising, banking, planning their travel, to purchasing groceries mobile has become ingrained in a consumer’s life.
Mobile, in short, has become a catalyst for transformation in the way we live our lives.
As mobile technology and innovation continue to drive the way forward, here are the key mobile marketing research insights of 2017 in Indonesia based on InMobi’s network data.
Mobile marketing strategy guide for marketers to succeed in 2017.
Check out our ultimate survival kit for mobile marketers in 2017- http://www.slideshare.net/inmobi/the-ultimate-survival-kit-for-mobile-marketers-in-2017
The InMobi Yearbook shares with you highlights that capture 2016’s key mobile advertising developments, industry changes and how these changes will shape the coming year. Advertisers and publishers can now create a winning game plan for 2017 equipped with powerful trends gleaned from InMobi’s vast network, award-winning creatives and deep insights from industry leaders.
Boost Retention on Mobile and Keep Users Coming Back for More!InMobi
More than half of mobile app users today lose interest or uninstall within a week. In such a transient environment, the onus is on the app developer to ensure that active users continue to engage and dormant users re-engage with the app. But what steps do you need to take to achieve this? Well, the good thing is that mobile is one of the most measurable ecosystems in the world! Going beyond just app installs, deep dive into your in-app user data to measure and optimize for maximizing retention.
Download this slide to learn:
1. Importance of Mobile Retention
2. Insights into retention rates across different app categories in India
3. How to leverage tracking and attribution partners to boost user retention
4. Evolution of mobile retention from last click attribution to multi-touch attribution
Building Mobile Creatives that Deliver Real ResultsInMobi
Advertising is storytelling. It's about bringing a brand experience come alive through a compelling ad experience. Mobile-first creative technology exists to create such immersive ad experiences on mobile devices. Today, mobile advertising leverages device features such as front-facing cameras and gyroscopes to create compelling brand stories that drive brand consideration and purchase. Mobile creatives across formats such as rich media, video and native are transforming the power of mobile advertising today.
Watch this video to:
- Understand the key steps to creating mobile creatives specifically for mobile devices
- Discover what goes on behind creating InMobi’s award-winning creatives
- Learn about key findings from InMobi and Mindshares’ research on the “Power of Integrating TV and Mobile campaigns”
Everything you need to know about mobile video ads in india and apacInMobi
Designed to help marketers make smarter decisions on their video advertising strategy, this PPT covers some of the key areas such as what are the trending video ad formats, how you can increase their revenue and boost user retention & more.
Everything a developer needs to know about the mobile video ads InMobi
Snapchat is persuading the world to go vertical, Facebook is busy bringing 360° videos to the users and in some corner, marketers are overwhelmed with the form-factors of the storytelling. Although the popularity of these mobile videos is soaring among the end-users, the right way of leveraging the burgeoning video form-factors to achieve marketing and monetization goals is far from being understood.
This presentation will help developers to take smarter decisions on their video advertising strategy, which includes:
1. What are the trending video ad formats?
2. How can publishers increase their revenue and boost user retention by adding the video to their monetization mix?
3. How can marketers leverage video advertising to engage and acquire users?
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Welocme to ViralQR, your best QR code generator.ViralQR
Welcome to ViralQR, your best QR code generator available on the market!
At ViralQR, we design static and dynamic QR codes. Our mission is to make business operations easier and customer engagement more powerful through the use of QR technology. Be it a small-scale business or a huge enterprise, our easy-to-use platform provides multiple choices that can be tailored according to your company's branding and marketing strategies.
Our Vision
We are here to make the process of creating QR codes easy and smooth, thus enhancing customer interaction and making business more fluid. We very strongly believe in the ability of QR codes to change the world for businesses in their interaction with customers and are set on making that technology accessible and usable far and wide.
Our Achievements
Ever since its inception, we have successfully served many clients by offering QR codes in their marketing, service delivery, and collection of feedback across various industries. Our platform has been recognized for its ease of use and amazing features, which helped a business to make QR codes.
Our Services
At ViralQR, here is a comprehensive suite of services that caters to your very needs:
Static QR Codes: Create free static QR codes. These QR codes are able to store significant information such as URLs, vCards, plain text, emails and SMS, Wi-Fi credentials, and Bitcoin addresses.
Dynamic QR codes: These also have all the advanced features but are subscription-based. They can directly link to PDF files, images, micro-landing pages, social accounts, review forms, business pages, and applications. In addition, they can be branded with CTAs, frames, patterns, colors, and logos to enhance your branding.
Pricing and Packages
Additionally, there is a 14-day free offer to ViralQR, which is an exceptional opportunity for new users to take a feel of this platform. One can easily subscribe from there and experience the full dynamic of using QR codes. The subscription plans are not only meant for business; they are priced very flexibly so that literally every business could afford to benefit from our service.
Why choose us?
ViralQR will provide services for marketing, advertising, catering, retail, and the like. The QR codes can be posted on fliers, packaging, merchandise, and banners, as well as to substitute for cash and cards in a restaurant or coffee shop. With QR codes integrated into your business, improve customer engagement and streamline operations.
Comprehensive Analytics
Subscribers of ViralQR receive detailed analytics and tracking tools in light of having a view of the core values of QR code performance. Our analytics dashboard shows aggregate views and unique views, as well as detailed information about each impression, including time, device, browser, and estimated location by city and country.
So, thank you for choosing ViralQR; we have an offer of nothing but the best in terms of QR code services to meet business diversity!
5. Why HBase
• Low latency columnar store for big data
• Fits perfectly with Hadoop stack
• Leading NoSQL datastore
• Out of the box support for Map Reduce
(C) Nube Technologies
12. Crux Roadmap
• Building the entire pipeline for data collection, aggregation
and reporting
• Intelligence
• More reporting features – caching, pagination
(C) Nube Technologies