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Tuesday
, November 12 • 2:05pm - 2:30pm
Boosting Training and Inference Performance via Topology-Aware Scheduling of Heterogeneous Resources - He Cao, ByteDance
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Nov 11
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12, 2024
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Salt Lake City, UT, USA
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200 South Entrance (South)
Food + Beverage Area | Salt Palace Hall D, Level 1 | Salt Palace Upper Mezzanine
Hyatt Regency | Level 2 | Salt Lake Ballroom A
Hyatt Regency | Level 2 | Salt Lake Ballroom C
Hyatt Regency | Level 2 | South Foyer
Salt Palace | Level 1 | 151 G
Salt Palace | Level 1 | Grand Ballroom A
Salt Palace | Level 1 | Grand Ballroom B
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Salt Palace | Level 1 | Grand Ballroom H
Salt Palace | Level 1 | Hall A
Salt Palace | Level 1 | Hall C + Hyatt | Level 2 | South Foyer
Salt Palace | Level 1 | Lower Concourse + Level 2 | Upper Mezzanine
Salt Palace | Level 2 | 250 A
Salt Palace | Level 2 | 250 D
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Salt Palace | Level 3 | 355
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AppDeveloperCon
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Best practices and real-world use cases from cloud native applications
Cloud native application delivery and promotion best practices
Designing event-driven applications
Designing for application security and resiliency
Developer tools for simplifying the process of building+debugging+running applications
Harnessing serverless paradigms including compute+messaging+data
Leveraging machine learning and AI in cloud native applications
ArgoCon
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Data Processing
Observability
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Software Delivery
BackstageCon
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Lessons learned from standing up + deploying + driving Backstage adoption + etc.
Technical deep dives on Backstage topics customizing+scaling+securing+plugin development+etc
Transforming dev experience+streamlining dev workflow+doing more with less using Backstage
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Cilium + eBPF Day
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Benefits of eBPF
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Cloud Native + Kubernetes AI Day
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Batch/AI/ML workflow pipelines
Best practices for ML Infrastructure
Best practices for processing massive amounts of data
Hardware acceleration and device management
Security and Observability of AI workloads on Kubernetes
Use cases for native Kubernetes batch and serving workloads
metadata and reproducibility
Cloud Native StartupFest
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Building a business in a tough market
Qualities a commercial OSS possesses
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When to consider a commercial OSS startup
Cloud Native University
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Academic Curriculum
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DoK Application Development
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EnvoyCon
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APIs+discovery services and configuration pipelines
Envoy in production case studies
Extensibility (including gRPC APIs and WASM plugins) and novel Envoy extensions
Monitoring in practice (logging+tracing+stats)
Istio Day
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Case Studies: How have you built a platform or service on top of Istio?
New Features: What have you been working on that the community should know about?
Project Updates: The evolution of Istio + the latest updates from the project maintainers
Kubernetes on Edge Day
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Event + Data Collection
Kubernetes in Production on the Edge
Kubernetes with Low Resource Hardware
Machine Learning
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Observability Day
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End-user Talks about Observability Implementations
How to Solve Edge Cases around Observability
Interesting Use Cases for Observability
Managing the Ever-increasing Volume of Observability Data
Observability Success Stories and Misfortunes
Project specific-Observability+Prometheus+OpenMetrics+OpenTelemetry+Jaeger+Thanos+Fluentd+Cortex+etc
Uses of Open Source Tooling to Achieve Observability
OpenFeature Summit
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A/B testing and experimentation
Fundamentals of Feature flagging/OpenFeature
Testing and quality assurance
OpenTofu Day
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Community Insights
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Stories of successful migrations+upgrades+usage
Platform Engineering Day
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Building platforms for day 2 operations
Examples of internal platform evangelism
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Platform adoption stories
Platform product management practices
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Kubernetes on Edge Day
Observability Day
OpenFeature Summit
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