Name: AI and Machine Learning Innovations in Law Enforcement and Government Agencies
Start: 2021-10-19T17:28:00Z
End: 2021-10-19T18:10:40.000Z
Location: BrightTALK
Rating: 0

Government agencies demand performance, transparency, and value—exactly what Red Hat and open source offer. Red Hat is the standard choice for Linux in governments worldwide. 

Our cloud, virtualization, app development, storage, platform and service-oriented solutions bring real freedom and collaboration to federal, state, local, and academic programs. And Red Hat’s worldwide support, training and consulting services bring the power of open source to your agency. 

We are a part of a larger community working together to drive innovation. Learn more at www.redhat.com/government.

Reduce administrator support and maintenance time with Microsoft SQL Server 2022 on Red Hat Enterprise Linux

Organizations are transforming and running business-critical workloads across cloud and hybrid environments. To be successful, the need to secure workloads and data is imperative. Microsoft SQL Server 2022 on Red Hat® Enterprise Linux® allows you to run business-critical workloads anywhere-for modernization, improved performance, and reduced costs-to stay ahead of emerging security threats.

Join us to learn more about the value of Microsoft SQL Server 2022 on Red Hat Enterprise Linux-based platforms. This demo-driven session will leave you with actionable next steps and links to reference architecture.

Join this webinar to:

Hear how Microsoft SQL Server 2022 delivers advanced multilayer security with hybrid capabilities in Microsoft Azure, working together with Red Hat Enterprise Linux 9 to offer a flexible platform to modernize applications and containers
Watch as our Microsoft SQL Server experts demonstrate exciting new features that benefit both database administrators and developers who tackle everyday problems and organizational concerns
Find out how optimal coverage starts with advanced multilayer security, to build and deploy diverse applications with a flexible application platform
Learn about using Ansible scripts to automate and deploy Microsoft SQL Server on Red Hat Enterprise Linux based on best practices, and see how user-friendly it is to configure Always On availability groups over Pacemaker clusters
Hear about new features for backups, authentication, container deployment, and more


Presenters
Louis Imershein Principal Product Manager, Red Hat
Amit Khandelwal - Senior Program Manager, Data Platform - SQL Server, Microsoft

Reduce support & maintenance w/Microsoft SQL-Server '22 on Red Hat Enterp. Linux

CognitiveScale’s Cortex platform helps enable a robust AI Engineering discipline by seamlessly scaling AI applications across cloud platforms via RedHat’s OpenShift. The Cortex platform is embedded on OpenShift deployments providing trust and governance across all models and applications. Cortex brings multiple data models together, composes the AI solution, orchestrates execution, deploys it on any cloud, and optimizes the business impact. This allows for business and IT leaders to work together and leverage a platform that deploys repeatable patterns for AI solution success.

Scale AI applications across cloud platforms

In this session, we will talk about the evolution from Dashboards to Business Intelligence, and Operational Intelligence; and how everything is evolving into a new framework where we use AI/ML that also requires a higher degree of monitoring. We will explore the amount of monitoring required by MLOps, and how Openshift can agnostically host the monitoring applications required to keep an eye on how the operation is doing. This session will conclude with an example of Grafana application hosted in an Openshift environment.

From Business Objectives to Monitoring Dashboards for MLOps using OC

Most companies have been working to modernize their applications. And yet, when asked, "what do you view as the main driver of innovation at your company?" The response is nearly always that data is the primary driver of innovation. In this talk, we will look at what a data mesh is and how we can transition from a monolithic approach to data, to an approach which can become the data platform for our microservices as we modernize our application architectures.

The Data Mesh and why consider the architectural paradigm

Applying AI to IT Operations(AIOps) is the thing of the hour. Most IT organizations generate a large amount of operations data in the process of operating their software and are beginning to embrace the adoption of AI to support IT operations. Yet, real-world operations data is rarely available as a public dataset. Moreover, most AIOps tools out there are closed source.
In this session, the speakers introduce AI4CI(AI for Continuous Integration), a set of open source AIOps tools involving open operations data from Kubernetes CI/CD platforms. They demonstrate a set of Jupyter Notebooks that are automated using Kubeflow Pipelines into reproducible workflows that collect data from open CI/CD data sources, calculate and visualize key performance indicator metrics, and build AI/ML services to support operations. They also introduce how to build and deploy ML services which can answer questions like “how can we optimize the running time of our tests and prevent bottlenecks in our CI/CD pipeline”, “how to an ML model to efficiently triage a new issue or a pull request”, and “how to preemptively detect patterns in failing tests or builds by looking at the logs”.
By making the tools and relevant data openly accessible, AI4CI aims to cultivate an open source community that fosters collaboration between data scientists and DevOps engineers.
By the end of the talk, the audience will learn how to build AIOps monitoring tools and automated metric dashboards that can help provide more visibility into their tests to better support their CI/CD processes.

Using AIOps to Speed up CI/CD processes

Realizing when mechanical devices (e.g. pump data, manufacturing devices) are having mechanical issues and are showing signs of failure (via sensors) are important items to know when you need to keep your mechanical devices running 24/7. Therefore creating failure prediction algorithms and/or model(s) are essential parts of your mechanical equipment maintenance toolbox. But how do you get started? Is it hard to curate sensor data? How do you create, train and deploy failure prediction algorithms and models? What kind of platform do you use for these items?
Failure prediction in real time on time series data (gathered by sensors) can be realized with the use of Open Source tools. We will deliver an overall view of how to start with the generation of new raw sensor data (typically captured by an Edge device), create a failure prediction model and end up with a real time graph that shows alerts warning that a failure is imminent for a mechanical device.
But that’s not where the story ends. We also need to address ‘security’. From transferring and storing data to working with models, security is vital to working with sensors at the Edge. Taking lessons learned from Cyber Security Crime we will discuss how Edge and IoT hardware can be easy to exploit. We will then outline what security fundamentals are important to have in place along with common technology mitigations.
Join us while we take you through creating data science applications on the edge and how we secure data, models and edge devices.

Dancing with Data Science and Security on the Edge

Today, most public sector organizations have built their operations using legacy applications. In many cases, these applications are still critical, but not nearly as performant or cost-effective as they once were. As such, agency leaders are looking for ways to become faster and more agile so that they can continue to enable innovation, control costs, and provide new ways to consume information. 

How can agencies take advantage of the assets they have already developed over the years, and simultaneously take advantage of new open technologies? During this webcast, join public sector decision-makers to examine the importance of application modernization, discuss trends and best practices for a more unified modernization strategy to support a newly distributed workforce. 

Featuring:
Dorthy Aronson, National Science Foundation, CIO 
Mike Karas, Transportation Security Agency, Chief Enterprise Architect 
David Egts, Red Hat, Chief Technologist

Accelerating Government Digitization: Updating Legacy Applications in the Cloud

In the opening keynote from Security Symposium Calgary, you’ll hear from Vincent Danen, VP, Product Security, Red Hat about trust in open source suppliers.

What is trust in open source suppliers?

In this webinar, we’ll share findings from IDC on how Red Hat® Enterprise Linux provides financial benefits to customers by increasing revenue and lowering costs. We’ll also delve into our findings on open source software and Linux adoption in the enterprise.

Featuring:
Ashish Nadkarni, Group Vice President, Infrastructure Systems, Platforms and Technologies Group, IDC
Gunnar Hellekson, Vice President and General Manager, Red Hat Enterprise Linux, Red Hat

The power of Red Hat Enterprise Linux featuring IDC

Automation is the cornerstone of SAP modernization. With the imminent SAP S/4HANA® 2027 migration deadline, organizations need to start planning now to understand how to manage the complexity of an SAP S/4HANA implementation while addressing the organizational mindset shift that also needs to occur to deliver on the promise of digital transformation with SAP.

featurning:
JP Silvestre, SAP Ecosystem Lead, Red Hat 
Ricardo Garcia Cavero, Principal Portfolio Architect, Red Hat

Power your SAP S/4HANA modernization with automation and Google Cloud Platform

The recent Q&A-style "Ask Me Anything about Red Hat Enterprise Linux" Red Hat User Group (RHUG) event uncovered a lot, to put it lightly. And, we're excited to share the on-demand recording for you to have as a valuable resource as you buildout your RHEL journey.

Featuring:
Matt Hicks, Executive Vice President, Products and Technologies, Red Hat 
Gunnar Hellekson, Vice President and GM, RHEL Business Unit, Red Hat
Julio Villareal Pelegrino, Distinguished Architect, Red Hat 
Scott McBrien, Technical Contributor, Red Hat 
Tony Harris, Specialist Solutions Architect, Red Hat
Susan Roper, Director, Product Marketing, Global, Red Hat

Ask Me Anything: Red Hat Enterprise Linux

Released in May 2022, Red Hat® Enterprise Linux® 9 helps our customers innovate, optimize, protect, and trust their traditional and modern workloads across their datacenter, cloud, and edge environments. Red Hat Enterprise Linux remains an economic driver, with the overall Red Hat Enterprise Linux footprint forecast to touch more than $13 trillion of the global economy in 2022.

Featurning:
Rob Locke, Senior Solutions Architect, Red Hat NA Training and Certification.   
Wes Urquhart, Associate Solutions Architect, Red Hat NA Training and Certification

What's New in Red Hat Enterprise Linux 9

Join us for the next Red Hat® Coffee Hour with Intel session as we celebrate U.S. Professional Wellness Month by encouraging personal and professional growth. As many seasoned professionals retire from the workforce, learn from Carla Harris, Senior Client Advisor, Former Vice Chairman and managing Director of Morgan Stanley, and author of Expect to Win: 10 Proven Strategies to surviving in the workplace, how to build the next generation of leaders. In past decades, particularly in “producer cultures”, professionals were given positions of leadership and authority because they were great “producers”. The top financial trader, the banker that posted the most revenues, or the lawyer that had the most billable hours were compensated with money, an elevated title and positions of leadership without much thought as to whether the person was the kind of individual that could motivate and inspire others to perform beyond their own expectations. Yet, today, we find ourselves in an environment where a growing majority of the professional workforce are millennials and generation Z’ers who demand motivation and inspiration as table stakes for their performance in any environment. During this session, we’ll talk with Carla about what it takes to be an outstanding leader in today’s environment. She’ll cover the 8 things that leaders must be INTENTIONAL about in order to be more impactful: authenticity, building trust, clarity, creating other leaders, diversity, innovation, inclusivity, and voice.

Red Hat Coffee Hour with Carla Harris

Why everyone needs DevOps now: Twenty years studying high performing organizations

Join us at the next Red Hat® Coffee Hour as we talk with Gene Kim, Author of the Wall Street Journal Best-Seller, The Unicorn Project.

Gene has spent over 20 years studying high-performing technology organizations. In The Unicorn Project, he attempts to frame what he’s learned studying technology leaders adopting DevOps principles and patterns in large, complex organizations, often having to fight deeply entrenched orthodoxies. And yet, despite huge obstacles, they create incredibly effective and innovative teams that create beacons of greatness that inspire us all.

In his previous books, he’s focused on principles and practices (e.g., Three Ways, Four Types of Work). However, he’s always wanted to describe the spectrum of cultural, experiential and value decisions we make that either enable greatness, or create chronic suffering and underperformance. They are currently as follows:

The First Ideal — Locality and Simplicity
The Second Ideal — Focus, Flow and Joy
The Third Ideal — Improvement of Daily Work
The Fourth Ideal — Psychological Safety
The Fifth Ideal — Customer Focus
In this talk, Gene will share his goals and aspirations for The Unicorn Project, describe in detail the Five Ideals, along with his favorite case studies of both ideal and non-ideal, and why he believes more than ever that DevOps will be one of the most potent economic forces for decades to come.

Red Hat Coffee Hour Series with Gene Kim

Recent increases in demands for government agencies combined with a diminishing funding capacity has seen federal and state and local leaders alike turning to the latest innovations in technology and data analysis to carry out their goals with greater effectiveness. 

With tools like AI and machine learning becoming more prevalent and affordable, organizations can do more than work harder, but smarter as well. Whether it’s using new tools on old data to explore new areas or applying these findings to the latest work, the results speak for themselves, as agencies see continued success both internally and alongside collaborators in new partnerships and cross-agency ventures driven by their latest work.

What are some examples of these successes? How can government agencies continue to leverage these computational technologies for success, and what challenges lie ahead as the demands on their capabilities, and their teams at large, only grow? In this panel, GovExec Media and Red Hat will convene technology leaders from across the federal, state, and local levels for a discussion on how they’re leveraging the latest advancements in AI, ML and data science to drive the future of modern computational success.

Presenters: Taka Ariga, Chief Data Scientist, United States for the Government Accountability Office Brian Buzzell, Law Enforcement Solution Advisor, Red Hat and James Hanson, Group Publisher, Federal and Technology Markets, GovExec Media

AI and Machine Learning Innovations in Law Enforcement and Government Agencies

AI/ML

Artificial Intelligence

Machine Learning

Government

Open Source

Welcome to the virtualization community on BrightTALK! Whether it affects servers, storage, networks, desktops or other parts of the data center, virtualization provides real benefits by reducing the resources needed for your
infrastructure and creating software-defined data center components. However, it can also complicate your infrastructure. Join this active community to learn best
practices for avoiding virtual machine sprawl and other common virtualization pitfalls as well as how you can make the most of your virtualization environment.

Virtualization

Cloud computing has exploded over the past few years, delivering a previously unimagined level of workplace mobility and flexibility. The cloud computing community on BrightTALK is made up of thousands of engaged professionals learning from the latest cloud computing research and resources. Join the community to expand your cloud computing knowledge and have your questions answered in live sessions with industry experts and vendor representatives.

Cloud Computing

The IT security community on BrightTALK is composed of more than 200,000 IT security professionals trading relevant information on software assurance, network security and mobile security. Join the conversation by watching on-demand and live information security webinars and asking questions of experts and industry leaders.

IT Security

Increasing expectations for good governance, effective risk management and complex demands for corporate compliance are presenting a growing challenge for organizations of all sizes. Join industry thought leaders as they provide you with practical advice on how to implement successful risk and compliance management strategies across your organization. Browse risk management resources in the form of interactive webinars and videos and ask questions of expert GRC professionals.

IT Governance, Risk and Compliance

The application development community features top thought leadership focusing on optimal practices in software development, SDLC methodology, mobile app development and application development platforms and tools. Join top software engineers and coders as they cover emerging trends in everything from enterprise app development to developing for mobile platforms such as Android and iOS.

Application Development

Enterprise applications have become a crucial piece of infrastructure for many businesses. The enterprise applications community on BrightTALK features the latest insights in enterprise application integration, enterprise application architecture and EAS software. Join the community to gain access to thousands of videos and webinars presented by recognized enterprise information systems experts and arm yourself with the knowledge you need to succeed.

Enterprise Applications

Join thousands of engaged IT professionals in the application management community on BrightTALK. Interact with your peers in relevant webinars and videos on the latest trends and best practices for application lifecycle management, application performance management and application development.

Application Management

The storage community on BrightTALK is made up of thousands of storage and IT professionals. Find relevant webinars and videos on storage architecture, cloud storage, storage virtualization and more presented by recognized thought leaders. Join the conversation by participating in live webinars and round table discussions.

Storage

Network infrastructure professionals understand that a reliable and secure infrastructure is crucial to enabling business execution. Join the network infrastructure community to interact with thousands of IT professionals. Browse hundreds of on-demand and live webinars and videos to learn about the latest trends in network computing, SDN, WAN optimization and more.

Network Infrastructure

As an IT professional, many of the problems you face are multifaceted, complex and don’t lend themselves to simple solutions. The information technology community features useful and free information technology resources. Join to browse thousands of videos and webinars on ITIL best practices, IT security strategy and more presented by leading CTOs, CIOs and other technology experts.

AI and Machine Learning Innovations in Law Enforcement and Government Agencies

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