Introducing Kubeflow with TensorFlow and Apache Spark
Explore Kubeflow's role in streamlining machine learning workflows, from model development to production deployment on Kubernetes, with insights on scalability and integration with TensorFlow and Apache Spark.
Artificial Intelligence: Current State and Future Prospects - Keynote Conversation
Explore AI's current state, impact, and future with Noah Goodman and Jim Zemlin. Delve into open source's role, data's future, and the driving forces behind AI's rapid advancement.
Unleashing Innovation from Core to the Edge
Explore cutting-edge innovations in data storage and management with Western Digital's CTO. Learn about transformative technologies shaping the future of digital infrastructure.
Spark Over a Mesos Secured Productive Environment
Explore advanced Spark and Mesos integration for secure, isolated Big Data environments. Learn to enhance protection, manage secrets, and implement network solutions in enterprise-level deployments.
Unikraft: From Research to Deployment Reality
Explore Unikraft's journey from research project to mature unikernel solution, focusing on community growth, challenges, and lessons learned in cloud deployment optimization.
Socializing the Elephant - Integrating Big Data Using Egeria Open Metadata
Explore Egeria's open metadata framework for seamless integration of Big Data with diverse information systems, enhancing enterprise-wide data management and governance.
Weaving the XBOM Fabric - Enhancing Supply Chain Transparency
Explore the [X]BOM Fabric: a revolutionary approach to digitize Bills of Materials, enhancing supply chain transparency, security compliance, and vulnerability analysis across diverse industries and technologies.
BC Wallet App - Powered by Hyperledger Bifold
Explore Hyperledger Aries Bifold: an open-source mobile wallet for verifiable credentials. Learn its architecture, features, and how British Columbia used it to create BC Wallet. Discover how to build your own wallet and future improvements.
Writing a Formal IT Specification
Learn key considerations for creating formal IT specifications, focusing on software projects, programming languages, and libraries. Gain insights into effective documentation for implementers and users.
Building Modern Data Streaming Apps with Open Source
Discover best practices for building data streaming applications using open-source frameworks. Learn to orchestrate streams, perform ETL, enhance events, and make continuous queries with tools like Apache NiFi, Pulsar, Spark, and Flink SQL.
LF Energy Mini Summit
Explore the latest developments and innovations in open source energy technologies at this comprehensive industry event.
Lessons Learned from Big Data and AI/ML Collaboration for Giant Hogweed Eradication
Explore big data and AI/ML collaboration for invasive plant eradication, covering challenges, architecture, data flow, and lessons learned in scalable machine learning systems.
Efficient Data Parallel Distributed Training with Flyte, Spark and Horovod
Learn to optimize distributed training using Flyte, Spark, and Horovod for efficient data parallelism in machine learning workflows.
Remote Access to IoT Devices: Common Needs and Approaches
Explore common needs and approaches for remote access to IoT devices, including risks, audit logs, customer requests, and role-based access control. Learn about various connection methods and off-the-shelf solutions.
Data Analytics Democratization: How ING Data Analytics Platform Bootstraps New Data-Driven Products
Explore ING's Data Analytics Platform, enabling internal teams to access curated data and tools for validating business ideas in a secure environment, democratizing advanced analytics capabilities.
Collaborating on a Currency Reference Data Model and Standard - Panel Discussion
Explore collaborative efforts in creating a standardized currency reference data model for the financial industry, discussing challenges, solutions, and future steps.
A Beginner's Guide to Open Source Metrics and Analysis
Learn essential open source metrics and analysis techniques, covering data challenges, GitHub bots, accountability, privacy, and best practices for meaningful insights.
Self-serve Feature Engineering Platform Using Flyte and Feast
Explore a self-serve feature engineering platform leveraging Flyte and Feast technologies, enhancing data science workflows and machine learning model development.
Getting Started with Engaging New Users - How to Create Effective Onboarding Experiences
Learn strategies to effectively engage and onboard new users, focusing on developer attention, progressive disclosure, and user feedback techniques for improved product adoption.
Bringing the Power of ONNX to Apache Spark - Integrating Deep Learning Inference
Explore integrating ONNX with Spark for efficient deep learning inference pipelines. Learn about Ascend Hardware Platform's ONNX contributions and Spark community's simplified API for DL inferencing.
Automating Cloud-native Spark Jobs with Argo Workflows
Learn to orchestrate Spark jobs on Kubernetes using Argo Workflows, exploring architecture, resource management, and scaling advantages for efficient large-scale data processing in cloud-native environments.