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Presented at All Things Open Spacewalk 2021 Presented by Todd Lewis, All Things Open

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Presented at All Things Open 2023 Presented by Paul Brebner - Instaclustr (by Spot by NetApp) Title: Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow Abstract: In this talk we’ll build a Drone delivery application, and then use it to do some Machine Learning “on the fly”. In the 1st part of the talk, we'll build a real-time Drone Delivery demonstration application using a combination of two open-source technologies: Uber’s Cadence (for stateful, scheduled, long-running workflows), and Apache Kafka (for fast streaming data). With up to 2,000 (simulated) drones and deliveries in progress at once this application generates a vast flow of spatio-temporal data. In the 2nd part of the talk, we'll use this platform to explore Machine Learning (ML) over streaming and drifting Kafka data with TensorFlow to try and predict which shops will be busy in advance. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow

All Things Open

Presented at the All Things Open 2023 Inclusion and Diversity in Open Source Event Presented by Efraim Marquez-Arreaza - Red Hat Title: DEI Challenges and Success Abstract: In today's world, many companies and organizations have Diversity, Equity and Inclusion (DEI) communities. Red Hat Unidos is a DEI community focused on advocating for the Hispanic/Latine community. In this talk, we would like to share our challenges and success during the past 4-years and plans for the future. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

DEI Challenges and Success

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Presented at All Things Open 2023 Presented by Lydia Cupery - HubSpot Title: Scaling Web Applications with Background Jobs: Takeaways from Generating a Huge PDF Abstract: Do you need to perform time-consuming or CPU-intensive processes in your web application but are concerned about performance? That’s where background jobs come in. By offloading resource-intensive tasks to separate worker processes, you can improve the scalability of your web application. In this talk, I'll share my experience of using background jobs to scale our web application. I'll discuss the challenges my team faced that led us to adopt background jobs. Then, I'll share practical tips on how to design background jobs for CPU-intensive or time-consuming processes, such as generating huge PDFs and batch emailing. I'll wrap up by going over the performance and cost tradeoffs of background jobs. I'll use Typescript, Express, and Heroku as examples in this talk, but the concepts and best practices that I'll share are applicable to other languages and tools. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Scaling Web Applications with Background

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Presented at All Things Open 2023 Presented by Robert Aboukhalil - CZI Title: Supercharging tutorials with WebAssembly Abstract: sandbox.bio is a free platform that features interactive command-line tutorials for bioinformatics. This talk is a deep-dive into how sandbox.bio was built, with a focus on how WebAssembly enabled bringing command-line tools like awk and grep to the web. Although these tools were originally written in C/C++, they all run directly in the browser, thanks to WebAssembly! And since the computations run on each user's computer, this makes the application highly scalable and cost-effective. Along the way, I'll discuss how WebAssembly works and how to get started using it in your own applications. The talk will also cover more advanced WebAssembly features such as threads and SIMD, and will end with a discussion of WebAssembly's benefits and pitfalls (it's a powerful technology, but it's not always the right tool!). Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Supercharging tutorials with WebAssembly

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Presented at All Things Open 2023 Presented by K.S. Bhaskar - YottaDB LLC Title: Using SQL to Find Needles in Haystacks Abstract: Database journal files capture every update to a database. A database of a few hundred GB can generate GBs worth of journal files every minute at busy times. Troubleshooting and forensices, especially of rare and intermittent problems, such as which process made what update and when, is an exercise of finding needles in haystacks. A similar problem exists with syslogs. A solution is to load the journal files and syslogs into a database, and use SQL to query the database. Bhaskar will present and demonstrate this with a 100% FOSS stack. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Using SQL to Find Needles in Haystacks

All Things Open

Presented at All Things Open 2023 Presented by Wes Widner - Automox Title: Configuration Security as a Game of Pursuit Intercept Abstract: In this session we will take a look at the emerging field of cloud security posture management and how we can approach the problem space using a class of board games known as pursuit/intercept. Using the game Scotland Yard as a visual illustration we'll explore the cognitive and technical limitations that all CSPM systems face and what you should look for when evaluating the strengths and weakness of CSPM vendors and approaches. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Configuration Security as a Game of Pursuit Intercept

All Things Open

Presented at All Things Open 2023 Presented by Carol Huang & Mike Fix - Stripe Title: Scaling an Open Source Sponsorship Program Abstract: We already know this: the open-source ecosystem needs further monetary investment from the companies that benefit most from it. Likewise, companies say they want to participate in these initiatives, but find it hard to dedicate resources to open source funding when there isn’t a clear ROI. This talk discusses how the Open Source Program Office at Stripe built a scalable, sustainable open source sponsorship model that aligns internal company incentives with those of open source maintainers and the community at large. We go over the unique “platformization” of our OSPO that allowed us to create multiple funding models, such as BYOB (Bring Your Own Budget), and share lessons learned from this experience as well as other OSPOs. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Scaling an Open Source Sponsorship Program

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Presented at All Things Open 2023 Presented by Arundeep Nagaraj - Amazon Web Services (AWS) Title: Build Developer Experience Teams for Open Source Abstract: Open Source has become the default strategy for many IT organizations and Enterprises. However, the constant challenge with Open Source leaders of these organizations has been - How is my product's developer experience? Is this the right metric to track? How can I scale my team to support our products better? How can I add automation to scale redundant workflows? If my product involves working with developers, how can I scale to the complexity of the requests and reduce Engineering bandwidth? The challenges within support of open source products continues to magnify depending on the end user persona whether they are consumers or contributors to your product. Consumers utilize your product, SDK's and API's and are blocked with using it or run into issues, whereas contributors are advanced users of your software that understands the codebase to provide a meaningful contribution back to the product. The answer to the above is to look at Open Source support as a first-class citizen of your corporate support strategy. To employ the right level of developer focused support as opposed to traditional infrastructure based support is key to scale to the amount of developers using your product. Supporting customers in the open involves more than pure support - building customer / developer experiences (DX) in the open (across platforms and communities) that pivots over the ability of your product's users or developers to be focused on the end-to-end value add. This helps with your active developer growth and retention of users. Key Takeaways: - IT leaders of Open Source will learn to employ strategies to build a DX team that engages on multiple platforms - Work on identifying accurate metrics for product and organization - Innovate on platforms such as Discord to build a bot and a dashboard - Ability to leverage customer feedback and iterate over the customer success flywheel - Distinguish between DX and Developer Advocacy (DA) Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Build Developer Experience Teams for Open Source

All Things Open

Presented at All Things Open 2023 Presented by Danny McCormick - Google Title: Deploying Models at Scale with Apache Beam Abstract: Apache Beam is an open source tool for building distributed scalable data pipelines. This talk will explore how Beam can be used to perform common machine learning tasks, with a heavy focus on running inference at scale. The talk will include a demo component showing how Beam can be used to deploy and update models efficiently on both CPUs and GPUs for inference workloads. An attendee can expect to leave this talk with a high level understanding of Beam, the challenges of deploying models at scale, and the ability to use Beam to easily parallelize their inference workloads. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Deploying Models at Scale with Apache Beam

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Presented at All Things Open 2023 Presented by Peter Czanik - One Identity Title: Sudo – Giving access while staying in control Abstract: Sudo is used by millions to control and log administrator access to systems, but using the default configuration only, there are plenty of blind spots. Using the latest features in sudo let you watch some previously blind spots and control access to them. Here are four major new features, which arrived since the 1.9.0 release, allowing you see your blind spots: - configuring a working directory or chroot within sudo often makes full shell access redundant - JSON-formatted logs give you more details on events and are easier to act on - relays in sudo_logsrvd make session recording collection more secure and reliable - you can log and control sub-commands executed by the command run through sudo Let us take a closer look at each of these. Previously, there were quite a few situations where you had to give users full shell access through sudo. Typical examples include when you need to run a command from a given directory, or running commands in a chroot environment. You can now configure the working directory or the chroot directory and give access only to the command the user really needs. Logging is a central role of sudo, to see who did what on the system. Using JSON-formatted log messages gives you even more information about events. What is even more: structured logs are easier to act on. Setting up alerting for suspicious events is much easier when you have a single parser to configure for any kind of sudo logs. You can collect sudo logs not only by local syslog, but also by using sudo_logsrvd, the same application used to collect session recordings. Speaking of session recordings: instead of using a single central server, you can now have multiple levels of sudo_logsrvd relays between the client and the final destination. This allows session collection even if the central server is unavailable, providing you with additional security. It also makes your network configuration simpler. Finally, you can log sub-commands executed from the command started through sudo. You can see commands started from a shell. No more unnoticed shell access from text editors. Best of all: you can also intercept sub-commands. These are just a few of the most prominent features helping you to watch and control previous blind spots on your systems. See these and other possibilities in action in some live demos during our presentation. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Sudo – Giving access while staying in control

All Things Open

Presented at All Things Open 2023 Presented by Christine Abernathy - F5, Inc. Title: Fortifying the Future: Tackling Security Challenges in AI/ML Applications Abstract: As Artificial Intelligence (AI) and Machine Learning (ML) applications continue to surge, it is crucial to be aware of and address the security risks associated with these technologies. In this talk, Christine will explore AI/ML failure modes, threats, and mitigation strategies. She will guide you through the fundamentals of ML models then introduce you to key security challenges such as adversarial attacks, data poisoning, model inversion, model stealing, and membership inference attacks, using real-world examples to demonstrate their potential impact. Christine will also discuss privacy and ethical considerations in ML, touching upon techniques like federated learning and shedding light on the current regulatory landscape surrounding security risks. If you are developing AI/ML applications or incorporating AI/ML components into your technology stack, check out this talk. You will walk away with a deeper understanding of the current AI/ML security landscape and a toolkit to help you address these risks, enabling you to build safer, more secure, and privacy-aware applications. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Fortifying the Future: Tackling Security Challenges in AI/ML Applications

All Things Open

Presented at All Things Open 2023 Presented by Carlos Santana - AWS Title: Securing Cloud Resources Deployed with Control Planes on Kubernetes using Governance and Policy as Code Abstract: Are you concerned about the security of your cloud resources deployed on Kubernetes? Are you struggling to ensure compliance with regulatory requirements while managing your cloud infrastructure? If yes, then this talk is for you! We will discuss how to secure cloud resources deployed with Crossplane on Kubernetes using Governance and Policy as Code. We will explore how to leverage Governance and Policy as Code tools like Rego, Kyverno, and OPA to ensure security and compliance. By the end of this talk, you will have a better understanding of the challenges associated with securing cloud resources deployed with Crossplane or ACK on Kubernetes, the importance of Governance and Policy as Code in ensuring security and compliance, and why it is critical to use open source and open standards in these technologies. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Securing Cloud Resources Deployed with Control Planes on Kubernetes using Gov...

All Things Open

Presented at All Things Open 2023 Presented by benny Vasquez - AlmaLinux OS Foundation Title: Building AlmaLinux OS without RHEL sources code Abstract: AlmaLinux OS has historically been built to be an exact copy of RHEL, using RHEL's provided resources. With RedHat's shift away from sharing the full building blocks on git.centos.org, the AlmaLinux team has been hard at work to find a new, reliable path forward. Come hear about what we've been doing since June, and what we're planning for the future. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Building AlmaLinux OS without RHEL sources code

All Things Open

Presented at All Things Open 2023 Presented by Viral Chhasatia & Karan Marjara - Amazon Title: Open Source evaluation: A comprehensive guide on what you are using Abstract: What happens if an open source package your service relies on changes direction or shuts down? This talk provides a step-by-step approach that enables users to thoroughly assess open source software risks and rewards before making a final decision to use it in your product or service. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Open Source evaluation: A comprehensive guide on what you are using

All Things Open

Presented at All Things Open 2023 Presented by Loren Sands-Ramshaw - Temporal Title: System Design on Easy Mode Abstract: You know those system design questions you get when interviewing for senior or staff eng roles? I love them. And while I won't solve them all for you, I will teach you an easy way to solve a large class of them. I'll take you through a whirlwind of distributed systems patterns like event-driven architecture, choreography & orchestration, task queues, sagas, circuit breakers, and transactional outboxes, and I'll explain how each is either trivial or unnecessary to implement when we use a new programming primitive called durable execution. We're used to working with volatile execution—the process running our code could die at any time, perhaps due to a crash or pod rotation—and it turns out that has a large impact on how we program and design systems. But what if we had functions that couldn't fail and could run forever? It might sound like magic, but it's not. It's durable execution, and it's a huge DX improvement in reliable backend programming. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

System Design on Easy Mode

All Things Open

Presented at All Things Open 2023 Presented by Brent Laster - SAS and Tech Skills Transformations LLC Title: Introduction to GitHub Copilot Abstract: Learn about the future of coding with this presentation, "Introduction to GitHub Copilot." Join author, speaker, and DevOps director Brent Laster as we discuss the GitHub coding assistant that leverages the power of artificial intelligence to augment your development activities. In this session, we'll delve into the core features of GitHub Copilot, explaining what it is, and learning about its ability to generate code snippets, autocompletions, and even entire functions across a variety of programming languages. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Introduction to GitHub Copilot

All Things Open

Presented at All Things Open 2023 Presented by Elizabeth K. Joseph - IBM Title: Linux Distribution Collaboration …on a Mainframe! Abstract: Linux has run on the mainframe architecture (s390x) for over 20 years now, and there’s even Linux-only mainframe hardware! But tight collaboration between the Linux distributions is rather new. Enter the Open Mainframe Project Linux Distributions Working Group, founded in late 2021. Bringing together various Linux distributions, both corporate-backed and community-driven, representatives from openSUSE, Debian, Fedora, SUSE, and more immediately joined the effort to share bug reports and patches that impact all the distributions. Issues are often shared and discussed on the mailing list, and more complicated topics covered during the monthly meetings. The working group has a number of success stories that will be shared. Future potential issues are also tackled, and notes shared about upstream changes that may soon impact the package processes. In the latest effort, the team has started thinking about actual upstream projects to invite to our group to be more pro-active about changes that may cause problems on the s390x architecture. But more importantly, this is a story about community and collaboration. Many people view the various Linux distributions as a competitive space, but like so much of the open source software community, we are all more successful when we share knowledge about our core. The success of this working group, and growing enthusiasm for it from new Linux distributions who are joining, is a great example of this. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Linux Distribution Collaboration …on a Mainframe!

All Things Open

Presented at All Things Open 2023 Presented by Dave McAllister - nginx Title: Know Your Data: The stats behind your alerts Abstract: Quick, what's the difference between the mean, the mode and the median? Which mean do you mean? Do you need a Gaussian or a normal distribution And does your choice impact the alerts and observations you get from your observability tools? Come get refreshed on the impact some basic choices in statistical behavior can have on what gets triggered. Learn why a median might be the choice for historical anomaly or sudden change. Jump into Gaussian distributions, data alignment challenges and the trouble with sampling. Walk out with a deeper understanding of your metrics and what they might be telling you. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Know Your Data: The stats behind your alerts

All Things Open

Presented at All Things Open 2023 Presented by Eric Allen - Datadog Title: Imagined Dragons: Building an Imagination-Powered Music Recommendation Platform Abstract: The Artificial Intelligence landscape is a wild, rapidly developing frontier with some unique challenges. The most sophisticated and capable models are controlled by a handful of companies, gated behind waitlists, and the costs of training and running your own large language models (LLMs) are prohibitive. But this doesn’t mean we can’t have a little fun with them right now and develop open source tooling to help the rest of the community explore their capabilities. We’re already starting to see how more tools, and more education, lead to more innovation and a future where open, cheap LLMs will be available to everyone. In this talk, we’ll walk through the process of harnessing an LLM’s imagination and empowering it with knowledge and tools from the real world to perform one of the most delicate human tasks: creating mixtapes. We’ll discover and discuss the subtle nuances of Prompt Engineering, learn how to manage and manipulate a chatbot’s memory, and create and hone open source tools that we can leverage with existing and future LLMs as we explore this new frontier. You can find more talks by Eric Allen here: https://speakerdeck.com/ericrallen/ Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

Imagined Dragons: Building an Imagination-Powered Music Recommendation Platform

All Things Open

Presented at All Things Open 2023 Presented by Eric Long & Josh Hicks - Jumpmind Title: The Path to Real-time Data Integration with Open Source Abstract: Streaming ETL (extract, transform, load) is growing in popularity for offering new kinds of services and solving business cases that serve customers better. As new solutions are built, and old ones are updated, IT departments are relying on streaming ETL to process data changes as they occur. The result is service offerings that outperform competitors and provide real-time insights into how customers are behaving. This talk will demonstrate SymmetricDS, an open-source, cross-platform solution that can sync any database to any database, including relational, non-relational, and streaming platforms. We'll show you how to set up data replication quickly and scale to thousands of databases from a command line or web interface. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

The Path to Real-time Data Integration with Open Source

All Things Open

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Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow

DEI Challenges and Success

Scaling Web Applications with Background

Supercharging tutorials with WebAssembly

Using SQL to Find Needles in Haystacks

Configuration Security as a Game of Pursuit Intercept

Scaling an Open Source Sponsorship Program

Build Developer Experience Teams for Open Source

Deploying Models at Scale with Apache Beam

Sudo – Giving access while staying in control

Fortifying the Future: Tackling Security Challenges in AI/ML Applications

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Open Source evaluation: A comprehensive guide on what you are using

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Linux Distribution Collaboration …on a Mainframe!

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In an era where artificial intelligence (AI) stands at the forefront of business innovation, Information Architecture (IA) is at the core of functionality. See “There’s No AI Without IA” – (from 2016 but even more relevant today) Understanding and leveraging how Information Architecture (IA) supports AI synergies between knowledge engineering and prompt engineering is critical for senior leaders looking to successfully deploy AI for internal and externally facing knowledge processes. This webinar be a high-level overview of the methodologies that can elevate AI-driven knowledge processes supporting both employees and customers. Core Insights Include: Strategic Knowledge Engineering: Delve into how structuring AI's knowledge base is required to prevent hallucinations, enable contextual retrieval of accurate information. This will include discussion of gold standard libraries of use cases support testing various LLMs and structures and configurations of knowledge base. Precision in Prompt Engineering: Learn the art of crafting prompts that direct AI to deliver targeted, relevant responses, thereby optimizing customer experiences and business outcomes. Unified Approach for Enhanced AI Performance: Explore the intersection of knowledge and prompt engineering to develop AI systems that are not only more responsive but also aligned with overarching business strategies. Guiding Principles for Implementation: Equip yourself with best practices, ethical guidelines, and strategic considerations for embedding these technologies into your business ecosystem effectively. This webinar is designed to empower business and technology leaders with the knowledge to harness the full potential of AI, ensuring their organizations not only keep pace with digital transformation but lead the charge. Join us to map a roadmap to fully leverage Information Architecture (IA) and AI chart a course towards a future where AI is a key pillar of strategic innovation and business success.

EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx

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What is a good lead in your organisation? Which leads are priority? What happens to leads? When sales and marketing give different answers to these questions, or perhaps aren't sure of the answers at all, frustrations build and opportunities are left on the table. Join us for an illuminating session with Cian McLoughlin, HubSpot Principal Customer Success Manager, as we look at that crucial piece of the customer journey in which leads are transferred from marketing to sales.

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx

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Finology Group – Insurtech Innovation Award 2024

The Digital Insurer

Discord is a free app offering voice, video, and text chat functionalities, primarily catering to the gaming community. It serves as a hub for users to create and join servers tailored to their interests. Discord’s ecosystem comprises servers, each functioning as a distinct online community with its own channels dedicated to specific topics or activities. Users can engage in text-based discussions, voice calls, or video chats within these channels. Understanding Discord Servers Discord servers are virtual spaces where users congregate to interact, share content, and build communities. Servers may revolve around gaming, hobbies, interests, or fandoms, providing a platform for like-minded individuals to connect. Communication Features Discord offers a range of communication tools, including text channels for messaging, voice channels for real-time audio conversations, and video channels for face-to-face interactions. These features facilitate seamless communication and collaboration. What Does NSFW Mean? The acronym NSFW stands for “Not Safe For Work,” indicating content that may be inappropriate for professional or public settings. NSFW Content NSFW content encompasses material that is sexually explicit, violent, or otherwise graphic in nature. It often includes nudity, profanity, or depictions of sensitive topics.

Understanding Discord NSFW Servers A Guide for Responsible Users.pdf

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What are drone anti-jamming systems? The drone anti-jamming systems and anti-spoof technology protect against interference, jamming, and spoofing of the UAVs. To protect their security, countries are beginning to research drone anti-jamming systems, also known as drone strike weapons. The anti-jam and anti-spoof technology protects against interference, jamming and spoofing. A drone strike weapon is a drone attack weapon that can attack and destroy enemy drones. So what is so unique about this amazing system?

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Heather Hedden, Senior Consultant at Enterprise Knowledge, presented “The Role of Taxonomy and Ontology in Semantic Layers” at a webinar hosted by Progress Semaphore on April 16, 2024. Taxonomies at their core enable effective tagging and retrieval of content, and combined with ontologies they extend to the management and understanding of related data. There are even greater benefits of taxonomies and ontologies to enhance your enterprise information architecture when applying them to a semantic layer. A survey by DBP-Institute found that enterprises using a semantic layer see their business outcomes improve by four times, while reducing their data and analytics costs. Extending taxonomies to a semantic layer can be a game-changing solution, allowing you to connect information silos, alleviate knowledge gaps, and derive new insights. Hedden, who specializes in taxonomy design and implementation, presented how the value of taxonomies shouldn’t reside in silos but be integrated with ontologies into a semantic layer. Learn about: - The essence and purpose of taxonomies and ontologies in information and knowledge management; - Advantages of semantic layers leveraging organizational taxonomies; and - Components and approaches to creating a semantic layer, including the integration of taxonomies and ontologies

The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf

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