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Tuesday, November 12
 

9:00am PST

[Virtual] PRO WORKSHOP (API): Automating and Scaling the Creative Process with Adobe Firefly Services
Tuesday November 12, 2024 9:00am - 9:50am PST
Raymond Camden, Adobe, Senior Developer Evangelist

Creatives of all sorts are under pressure to generate assets for multiple campaigns, regions, products, styles, and more. Generative AI can be an incredible boost for productivity while allowing designers control over the creative process. In this session, I'll introduce you to Adobe's Firefly Services, a set of easy to use REST APIs for AI image creation, image manipulation, and audio and video enhancements. 
Speakers
avatar for Raymond Camden

Raymond Camden

Senior Developer Evangelist, Adobe
Raymond Camden is a Senior Developer Evangelist for Adobe. He helps developers learn and adopt multiple APIs at Adobe. He is the author of multiple books on web development and has been actively blogging and presenting for almost twenty years. Raymond can be reached at his blog... Read More →
Tuesday November 12, 2024 9:00am - 9:50am PST
VIRTUAL API World -- Workshop Stage C

9:00am PST

[Virtual] PRO WORKSHOP (API): Copilot Powered Modulith Design for Micro Services
Tuesday November 12, 2024 9:00am - 9:50am PST
Renjith Ramachandran, BJs Wholesale Club, Senior Solutions Architect

This workshop explores the concept of moduliths, a hybrid architecture that combines the simplicity of monolithic systems with the flexibility and modularity of microservices. Moduliths enable the creation of a single deployable unit while maintaining a modular structure. The session will examine common pitfalls in modulith design and highlight best practices for building scalable and flexible systems.

In addition, the workshop will demonstrate how to use GitHub Copilot to streamline the design, development, and evolution of modern modular architectures. Copilot can accelerate development by providing intelligent code suggestions, generating unit and performance test cases.
 
Speakers
avatar for Renjith Ramachandran

Renjith Ramachandran

Senior Solutions Architect, BJS Wholesale
Renjith Ramachandran is a digital professional with over 18 years of experience, currently serving as a Senior Solutions Architect at BJs Wholesale Club. His expertise spans Retail, Finance,Telecom and Healthcare, with a focus on cloud integrations, microservices, DevOps, and full-stack... Read More →
Tuesday November 12, 2024 9:00am - 9:50am PST
VIRTUAL CloudX -- Stage 1

9:00am PST

[Virtual] OPEN WORKSHOP (API): API CTF: Learn the FUNdamentals of API Security
Tuesday November 12, 2024 9:00am - 9:50am PST
David Warburton, F5, Director, F5 Labs
Malcolm Heath, F5, Senior Threat Researcher


Join us for an exciting and educational Capture the Flag (CTF) event focused on API security, designed specifically for beginners! No prior experience with API security is required, making this an inclusive and welcoming environment for anyone eager to learn how APIs are commonly attacked — by doing the attacking themselves!
Participants will engage with a series of hands-on challenges aimed at teaching fundamental concepts of API security. You'll explore vulnerabilities often found in APIs and learn how attackers exploit these weak spots to compromise systems. Each challenge is designed to introduce you to core techniques used in the field of cybersecurity, guiding you step by step toward understanding how APIs work and where their security gaps lie.
This event is all about learning by doing, but don’t worry — you won’t be left to figure things out entirely on your own. While the focus is on self-discovery and problem-solving, the session will end with a detailed walk-through of all the challenges. So, even if you're unsure of how to solve a particular problem, you'll leave with valuable new skills and a deeper understanding of API security.
What to Expect:
  • A series of beginner-friendly CTF challenges that focus on API vulnerabilities.
  • No pressure, inclusive atmosphere where the goal is to learn, not compete.
  • Guidance on how to approach and solve common API security challenges.
  • A final walk-through session where the team demonstrates solutions for each challenge, so you'll understand the techniques used, even if you struggled to solve them on your own.
What to Bring:
  • Your own laptop. Most challenges can be solved using a standard web browser like Firefox or Chrome, but you’ll have an edge if you're able to run Python scripts or use tools like Postman, which can make testing APIs easier and more efficient.
While this event is geared toward beginners, having a basic understanding of HTTP requests and headers will be helpful but not essential. Don’t worry if you don’t have that background, as the walkthrough and explanations provided during the event will help bring you up to speed.
Whether you’re completely new to the world of API security or just looking to reinforce your understanding, this CTF game will be an engaging and fun way to dive into the subject. By the end of the session, you’ll leave with practical knowledge and the confidence to further explore API security on your own!
Speakers
avatar for Malcolm Heath

Malcolm Heath

Senior Threat Researcher, F5
Malcolm Heath is a Senior Threat Researcher with F5 Labs.  His career has included incident response, program management, penetration testing, code auditing, vulnerability research, and exploit development at companies both very large and very small. Prior to joining F5 Labs, he... Read More →
avatar for David Warburton

David Warburton

Director, F5 Labs, F5
Warburton is the director of threat research team, F5 Labs, has given talks around world, and appeared on TV, and industry podcasts. He is the author of several F5 Labs reports, and recently co-authored the SSL/TLS/HTTPS scanning devops tool ‘Cryptonice’ which helps organisations... Read More →
Tuesday November 12, 2024 9:00am - 9:50am PST
VIRTUAL API World -- Workshop Stage B

10:00am PST

[Virtual] PRO WORKSHOP (API): Empowering Low-Code UI: Harnessing the Potential of Advanced API Integration
Tuesday November 12, 2024 10:00am - 10:50am PST
Indu Chaube, Cisco Systems, Software Architect and Engineer

The conference, titled "Empowering Low-Code UI: Harnessing the Potential of Advanced API Integration," delves into the pivotal role of API integration in optimizing low-code development platforms. Exploring topics ranging from fundamental API design principles to advanced data connectivity strategies and security considerations, the event aims to provide attendees with insights into enhancing user experience and scalability. Through case studies and discussions on emerging trends, participants will gain valuable knowledge on leveraging APIs to unlock the full potential of low-code UI architecture.
Topic will be covered as below,
- Introduction to Low-Code Development Platforms
- Importance of API Integration in Low-Code UI Architecture
- Principles of API Design for Low-Code Environments
- Data Connectivity: Integrating APIs for Data Access
- Strategies for Efficient Data Synchronization
- Security and Governance in API-driven Architectures
- Enhancing User Experience through API-driven Functionality
- Case Studies of Successful Implementations
- Future Trends and Innovations in Low-Code Development
- Emerging Technologies Shaping Low-Code UI Architecture

This conference will leave equipped with the knowledge and tools to effectively integrate APIs into low-code UI architecture, empowering them to create robust, scalable, and user-friendly applications. By harnessing the potential of advanced API integration, attendees can drive innovation and efficiency in their development workflows.
Speakers
avatar for Indu Chaube

Indu Chaube

Software Architect and Engineer, Cisco Systems
Indu Chaube is a highly accomplished software architect and visionary leader with more than a decade-long track record in software product design and development, encompassing User Interface, User Experience, and web API domains. Collaborating with industry giants like Cisco and SAMSUNG... Read More →
Tuesday November 12, 2024 10:00am - 10:50am PST
VIRTUAL API World -- Workshop Stage C

10:00am PST

[Virtual] PRO WORKSHOP (API): Developing APIs that Data Scientists Will Love
Tuesday November 12, 2024 10:00am - 10:50am PST
Ryan Day, CSBS, Advanced data scientist

This presentation will include practical tips for crafting APIs that data scientists and machine learning engineers will love, along with code examples using Python and the FastAPI framework.

Data scientists are not like your average software developer. They want to use your APIs, but they have some unique quirks. To make them happy, you need to understand their needs:
- Who are data scientists?
- What tasks do they perform with your APIs?
- What tools do they use?
- What features are important to them?

Ryan is the author of Hands-on APIs for AI and Data Science, coming in May 2025 from O'Reilly Publishing.
Speakers
avatar for Ryan Day

Ryan Day

Advanced Data Scientist, CSBS
Ryan Day is an advanced data scientist in the financial services industry. He is the author of the O’Reilly book Hands-on APIs for AI and Data Science that will be published in April 2025 (https://hands-on-api-book.com/)He is an AWS-certified solutions architect and member of the... Read More →
Tuesday November 12, 2024 10:00am - 10:50am PST
VIRTUAL API World -- Workshop Stage A

10:00am PST

[Virtual] PRO WORKSHOP (API): Beyond Sidecars: Embracing a Sidecarless Future with Istio Ambient
Tuesday November 12, 2024 10:00am - 10:50am PST
Petr McAllister, Solo.io, Engineer

"Beyond Sidecars: Embracing a Sidecarless Future with Istio Ambient" ventures into the evolution of service mesh architecture, propelled by the advent of Istio Ambient. This session aims to dissect the architectural shift towards a sidecarless model, emphasizing the operational efficiencies and performance optimizations it introduces to cloud-native ecosystems.

Diving deep into the mechanics of Istio Ambient, we'll explore its core components, the elimination of sidecar proxies, and the direct impact on service-to-service communication. Key highlights include:

- A comparative analysis of sidecar-based vs. sidecarless models in service mesh, focusing on performance metrics and deployment complexities.
- Technical walkthroughs of Istio Ambient integration patterns, showcasing seamless adoption in microservices infrastructures.
- Best practices for migrating to a sidecarless architecture, supported by case studies of early adopters.

Designed for engineers and architects, this talk aims to equip you with the knowledge to leverage Istio Ambient effectively, ensuring you're well-prepared for the next wave of service mesh innovation.
Speakers
avatar for Petr McAllister

Petr McAllister

Engineer, Solo.io
Petr, Engineer on the Partner Team at Solo.io, comes from a background as a solution architect and developer, now focusing on Service Mesh technologies with public clouds.
Tuesday November 12, 2024 10:00am - 10:50am PST
VIRTUAL API World -- Workshop Stage B

11:00am PST

[Virtual Exclusive] PRO WORKSHOP (API): Learn to Maximize AI performance through Open-Source Computer Vision based Retail Solution
Tuesday November 12, 2024 11:00am - 11:50am PST
Neethu Elizabeth Simon, Intel, Senior Software Engineer
Antonio Martinez, Intel, Software Engineer
Brian McGinn, Intel, Software Solution Developer
 


Computer vision is revolutionizing various industries, and retail is no exception. While AI applications have many benefits, proof-of-concepts do not scale successfully into larger, implemented deployments. Retailers, independent software vendors (ISVs), and system integrators (SIs) require a good understanding of both hardware and software, maintaining AI models in production and having in-depth knowledge of costs involved in setting up and scaling these systems. Vision workloads are significantly larger, complex, undergo multiple stages of processing and therefore require systems to be architected, built, and deployed with several considerations. To make it easier for software developers to understand the optimizations and hardware capabilities, Automated Self-Checkout is developed- an open-source initiative for vision-enabled retail use cases, providing optimized code blocks, documentation, and performance benchmark data to enhance and accelerate developer’s product and project work.

This Open-Source project is a community developed project that provides the tools needed to launch and benchmark a computer vision-based workload on your local device.

In this hands-on workshop we will demonstrate how to utilize the automated-self-checkout solution to run Docker containers with open-source Intel OpenVINO toolkit and benchmark their performance on different hardware platforms. Through this interactive workshop, attendees will be able to setup and run the AI computer vision-based retail pipelines using this solution. Attendees will also gain knowledge on how to benchmark the workloads using this tool for obtaining maximum hardware performance.
Speakers
avatar for Antonio Martinez

Antonio Martinez

Software Engineer, Intel
Antonio is a software engineer with a strong focus on AI applications. He has more than 10 years of experience in software development.He currently holds the esteemed position of technical lead at Intel, where he is responsible for guiding projects and leading teams to develop cutting-edge... Read More →
avatar for Brian McGinn

Brian McGinn

Software Solution Developer, Intel
Brian McGinn is a software architect and technical lead at Intel for the Health, Education, and Consumer Technologies group. He has developed software with Intel for the past 13 years and most recently working with open source computer vision and AI solutions in the retail space... Read More →
avatar for Neethu Elizabeth Simon

Neethu Elizabeth Simon

Senior Software Engineer, Intel Corporation
Neethu Elizabeth Simon is an IOT/ML Senior Software Engineer in Network & Edge Group at Intel Corporation, with vast industrial experience in building smart end-to-end computer vision-based AI/ML solutions in retail, biopharma, healthcare etc. Neethu holds Master’s in Computer Science... Read More →
Tuesday November 12, 2024 11:00am - 11:50am PST
VIRTUAL API World -- Workshop Stage B

11:00am PST

[Virtual] PRO WORKSHOP (API): Next Gen API Ecosystem
Tuesday November 12, 2024 11:00am - 11:50am PST
John Power, Ostia Solutions, CEO

Join us for a look into the next generation of API Ecosystem design and deployment, led by industry experts John and Leo. In this workshop, you'll learn how a No-Code approach can transform the API lifecycle: enabling rapid development, and fostering greater collaboration among stakeholders.

We'll tackle common challenges head-on, including ensuring consistency across environments (Sandbox, Test & Production) and refining partner, developer and end-user experiences.

Speakers
avatar for John Power

John Power

CEO, Ostia Solutions
John Power has over 40 years experience in software development and has focused on the the design and deployment of APIs / API Ecosystems for the past 20 years.
Tuesday November 12, 2024 11:00am - 11:50am PST
VIRTUAL API World -- Workshop Stage C

11:00am PST

[Virtual] PRO WORKSHOP (API): Managing Secrets at Scale in a Multi-Cloud Environment
Tuesday November 12, 2024 11:00am - 11:50am PST
Brian Vallelunga, Doppler, Founder & CEO

In this session, we'll dive into the world of secrets and configurations in a multi-cloud environment. Get answers to your questions like: What are secrets, and why are they so important for security? How do we use them effectively in our software environments?

We'll also discuss the critical role of configuration in the installation and integrating an oss tool. You'll also learn best practices for managing secrets and how templates for different configurations can accelerate adoption by streamlining setup.
Speakers
avatar for Brian Vallelunga

Brian Vallelunga

Founder & CEO, Doppler
Brian Vallelunga is the Founder and CEO of Doppler, which is the first secrets management platform for developers. Doppler empowers tens of thousands of engineering and devops teams to seamlessly orchestrate, govern, and manage their secrets across environments at scale. Brian has... Read More →
Tuesday November 12, 2024 11:00am - 11:50am PST
VIRTUAL API World -- Workshop Stage A

12:00pm PST

[Virtual] PRO WORKSHOP (API): Software Delivery with Application Orchestration
Tuesday November 12, 2024 12:00pm - 12:50pm PST
Richard Lander, Qleet, CTO & Co-Founder

Application orchestration uses a control plane to manage software delivery instead of the pipeline-based approach used with continuous delivery (CD). In this session you'll learn how application orchestration differs from the traditional DevOps config management approach to managing cloud native software delivery. It will include a demo of Threeport, an open source implementation of application orchestration, to illustrate how platform engineers can provide a true self-service application platform to their developers. 
Speakers
avatar for Richard Lander

Richard Lander

CTO & Co-Founder, Qleet
Richard is the CTO and co-founder at Qleet, a cloud native software startup. Richard was an early adopter of containers and ran Kubernetes in production for the first time in 2016. Subsequently, he was a field engineer at CoreOS, Heptio and VMware where he gained a wealth of experience... Read More →
Tuesday November 12, 2024 12:00pm - 12:50pm PST
VIRTUAL API World -- Workshop Stage B

12:00pm PST

[Virtual] PRO WORKSHOP (API): Speedy Microservices: Build and Deploy in 30 min with Copilot & Devprime
Tuesday November 12, 2024 12:00pm - 12:50pm PST
Lucas Massena, Optimus Info, Cloud Solutions Architect Lead

Unlock the secrets of rapid software development! Join us to learn how Copilot & Devprime revolutionize your Dev Experience. Discover code generation, streamlined development, & microservices deployment efficiency with observability, API, database, and other essential features. Redefine your process in just 30 minutes!
Speakers
avatar for Lucas Massena

Lucas Massena

Cloud Solutions Architect Lead and Devprime Advocate, Optimus Info
I'm a visionary Cloud Architect on a mission to spearhead digital transformation and redefine the technological landscape. With over two decades of experience, I've orchestrated transformative journeys for enterprises, guiding them through the intricate maze of digital evolution... Read More →
Tuesday November 12, 2024 12:00pm - 12:50pm PST
VIRTUAL API World -- Workshop Stage C

12:30pm PST

[Virtual] PRO SESSION (API): Designing A Lingua Franca for Data Access
Tuesday November 12, 2024 12:30pm - 12:55pm PST
Tom Harding, Hasura, Software Engineer

How could we design an API for querying data across all kinds of sources? How could we describe complex queries that join data across them? This problem is tough enough when all the sources are, say, Postgres, but what about when we need to join data from Postgres to MongoDB? Or an arbitrary CSV file? Or even another API? How do we talk about data access and manipulation in a way that makes sense for all these possible backends?

In this talk, we'll discuss how we've been designing a solution to this problem. We'll talk about some of the challenges in keeping API design consistent across data sources, balancing simplicity and expressivity, and even making all of this performant behind the infinite number shapes that a GraphQL request can take.
Speakers
avatar for Tom Harding

Tom Harding

Software Engineer, Hasura
Tom lives in Barcelona with his partner and their cat, Beef. At Hasura, he builds compilers from GraphQL to SQL across a variety of different backend data stores. Outside of work, he's a runner, climber, and cyclist.
Tuesday November 12, 2024 12:30pm - 12:55pm PST
VIRTUAL API World -- Workshop Stage A

1:00pm PST

[Virtual] PRO WORKSHOP (API): Using Vector Databases for Multimodal Search and Retrieval Augmented Generation
Tuesday November 12, 2024 1:00pm - 1:50pm PST
Zain Hasan, Together AI, Senior ML DevRel Engineer

Many real-world problems are inherently multimodal, from the communicative modalities humans use such as spoken language and gestures to the force, sensory, and visual sensors used in robotics. For machine learning models to address these problems and interact more naturally and wholistically with the world around them and ultimately be more general and powerful reasoning engines, we need them to understand data across all of its corresponding images, video, text, audio, and tactile representations.

In this talk, Zain Hasan will discuss how we can use open-source multimodal embedding models in conjunction with large generative multimodal models that can that can see, hear, read, and feel data(!), to perform cross-modal search(searching audio with images, videos with text etc.) and multimodal retrieval augmented generation (MM-RAG) at the billion-object scale with the help of open source vector databases. I will also demonstrate, with live code demos, how being able to perform this cross-modal retrieval in real-time can enables users to use LLMs that can reason over their enterprise multimodal data. This talk will revolve around how we can scale the usage of multimodal embedding and generative models in production.
Speakers
avatar for Zain Hasan

Zain Hasan

Senior ML DevRel Engineer, Together AI
Zain Hasan is a Senior ML DevRel Engineer at Together AI an open-source vector database. He is an engineer and data scientist by training, who pursued his undergraduate and graduate work at the University of Toronto building artificially intelligent assistive technologies. He then... Read More →
Tuesday November 12, 2024 1:00pm - 1:50pm PST
VIRTUAL API World -- Workshop Stage C

1:00pm PST

[Virtual] PRO WORKSHOP (API): 10 Things You Hate About Your API Gateway
Tuesday November 12, 2024 1:00pm - 1:50pm PST
Scott McAllister, ngrok, Principal Developer Advocate

Diving into the world of API gateways often mirrors a rocky romance, full of high hopes dashed by frustrating challenges—from the enigmatic configurations that test our patience to security measures and scalability that flirt with our limits. Yet, in the heart of these frustrations lies the potential for a love story as we uncover strategies and workarounds that turn sour experiences sweet. This talk will take you on a swift journey from loathing to loving your API gateway, showcasing how our biggest grievances can transform into the very reasons we value using gateways when developing and deploying APIs.

 

Speakers
avatar for Scott McAllister

Scott McAllister

Principal Developer Advocate, ngrok
Scott McAllister is a Developer Advocate for ngrok. He has been building web applications in several industries for over a decade. Now he's helping others learn about a wide range of web and infrastructure technologies. When he's not coding, writing or speaking he enjoys long walks... Read More →
Tuesday November 12, 2024 1:00pm - 1:50pm PST
VIRTUAL API World -- Workshop Stage A

1:00pm PST

[Virtual] PRO WORKSHOP (API): Powerful APIs for Building Microservices
Tuesday November 12, 2024 1:00pm - 1:50pm PST
Fernando Rocha, Diagrid, Customer Success Engineer

Starting a new project can be daunting. Choosing a technology for messaging, storage, workflows (and others) is a big commitment that takes time for developers. An ever increasing number of libraries, frameworks, cloud services and infrastructure lead to code sprawl, refactoring, lock-in, and security vulnerabilities, forcing developers to become experts of everything and ship code that’s hard to maintain. Switching between technologies is a risky, incredibly complex, and costly process. The flexibility is there, but it has a big price.

Meet Catalyst!

Powered by Dapr (Distributed Application Runtime), the 12th largest Cloud Native Computing Foundation project, Catalyst provides developers with APIs that remain consistent while the underlying infrastructure can be swapped out with little to no code changes. For teams using multiple programming languages or running in multiple clouds, Catalyst provides a single API for interacting with the underlying infrastructure, drastically reducing the amount of code and maintenance you’re on the hook for. Not only that, these APIs already embed best practices on security and reliability. If that's not amazing enough, Catalyst runs as-a-service, so there’s nothing to install or manage!

Join us to learn how Catalyst can add infrastructure flexibility, zero trust security, and fault tolerance to your distributed solutions with no extra development time!
Speakers
avatar for Fernando Rocha

Fernando Rocha

Customer Success Engineer, Diagrid
Fernando is a Customer Success Engineer @ Diagrid.io specializing in distributed architectures on Dapr OSS.Fernando is also a founding member of the Cloud Native Vancouver Chapter. For the last 10 of his 15 years of experience in IT, Fernando has been helping teams modernize and innovate... Read More →
Tuesday November 12, 2024 1:00pm - 1:50pm PST
VIRTUAL API World -- Workshop Stage B

2:00pm PST

[Virtual] PRO WORKSHOP (API): AI Needs APIs: Dynamic Data Access for Next-Gen Experiences
Tuesday November 12, 2024 2:00pm - 2:50pm PST
Andrew Carlson, Apollo GraphQL, Principal Field Architect

Gartner predicts that by 2026, more than 30% of the increase in demand for APIs will come from artificial intelligence and tools using large language models. API sprawl is a hazardous form of technical debt. It has hard costs from hosting and scaling a fleet of APIs, real security risks and an increased operational burden from the sheer number of APIs that platform engineering teams need to manage. With GraphQL, any client, even an LLM, can request exactly the data they need without over or under-fetching. And with federated GraphQL, the data can come from any underlying API.

Learn popular use cases for implementing the graph in an AI-driven experience, how organizations can safely adopt AI on a spectrum from low to high trust, and why GraphQL is an ideal API access layer for AI.
Speakers
avatar for Andrew Carlson

Andrew Carlson

Principal Field Architect, Apollo GraphQL
Andrew is an experienced Principal Architect and leader who lives to collect experiences and new perspectives, and he’s gathered a lot of hobbies along the way.When he’s not helping companies like Ford, Amex, Sherwin-Williams, and Unilever scale their architecture and technical... Read More →
Tuesday November 12, 2024 2:00pm - 2:50pm PST
VIRTUAL API World -- Workshop Stage C

2:00pm PST

[Virtual] PRO WORKSHOP (API): Need a Backend for Your Frontend?
Tuesday November 12, 2024 2:00pm - 2:50pm PST
Terje Woldseth, Softeria AS, CEO

Can you create your API-enabled backend with a no-code service?

Explore the opportunities provided by no-code/low-code providers to create POCs, MVPs and production-grade solutions.

Reduced cost and time-to-market vs. the flexibility of a homegrown backend.
Speakers
avatar for Terje Woldseth

Terje Woldseth

CEO, Softeria
CEO and founder at Softeria AS, CTO and founder at Twoday Avento AS, CTO and founder at Payex AS
Tuesday November 12, 2024 2:00pm - 2:50pm PST
VIRTUAL API World -- Workshop Stage A

2:00pm PST

[Virtual] PRO WORKSHOP (CloudX): Building Guardrails for Generative AI: Security, Compliance, and Responsible Innovation
Tuesday November 12, 2024 2:00pm - 2:50pm PST
Ken Huang, DistributedApps, CEO and Chief AI Officer

This presentation introduces a comprehensive framework for testing and validating the security of generative AI applications, particularly those built on large language models (LLMs). Developed by Ken Huang (the Speaker) and World Digital Technology Academy's AI Safety, Trust, and Responsibility (STR) working group, the framework addresses the new attack surfaces and risks introduced by generative AI.

The standard covers the entire AI application stack, including base model selection, embedding and vector databases, prompt execution/inference, agentic behaviors, fine-tuning, response handling, and runtime security. For each layer, it outlines specific testing methods and expected outcomes to ensure AI applications behave securely and as designed throughout their lifecycle.

Key areas of focus include model compliance, data usage checks, API security, prompt injection testing, output validation, and privacy protection. The framework also addresses emerging challenges like agentic behaviors, where AI agents autonomously perform tasks based on predefined objectives.
Speakers
avatar for Ken Huang

Ken Huang

CEO and Chief AI Officer, DistributedApps
Ken Huang is a prolific author and renowned expert in AI and Web3, with numerous published books spanning AI and Web3 business and technical guides and cutting-edge research. As Co-Chair of the AI Safety Working Groups at the Cloud Security Alliance, and Co-Chair of AI STR Working... Read More →
Tuesday November 12, 2024 2:00pm - 2:50pm PST
VIRTUAL CloudX -- Main Stage

2:00pm PST

[Virtual] PRO WORKSHOP (API): Observability of MLOps on Kubernetes for generative AI
Tuesday November 12, 2024 2:00pm - 2:50pm PST
Steven David, AWS, Principal Solutions Architect

Observability is a critical aspect of MLOps, as it enables teams to gain insights into the behavior and performance of their ML models along with the underlying infrastructure in production. Kubernetes provides a platform for orchestrating ML workloads. Cloud providers such as AWS, offer a lot of tools to enable observability of MLOps. In this session, we will provide guidance for observing machine learning infrastructure and workloads running on Kubernetes in AWS. 
Speakers
avatar for Steven David

Steven David

Principal Solutions Architect, AWS
Steven David is a Principal Solutions Architect at Amazon Web Services (AWS). He has over 20 years of experience designing solutions for large enterprises. Through these engagements he has developed deep expertise in application development technologies and methodologies. In addition... Read More →
Tuesday November 12, 2024 2:00pm - 2:50pm PST
VIRTUAL CloudX -- Stage 1
 

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