Serverless
28 moments from 18 videos · 1:16:49 total
This playlist gathers curated conference footage on serverless architectures, focusing on function-as-a-service deployment, cold start mitigation, and cost-optimization strategies for modern engineers.
Defining serverless architectures with Serverless Application Model
Automating repeatable deployments of connected resources by declaring serverless functions and routing configurations as code templates.
Understanding the four core principles of serverless computing
Eliminating infrastructure management while enabling automatic high availability and a pay-per-usage pricing model.
Recapping serverless architectures and Swift cloud integrations
Reviewing core platform benefits and the developer toolchains required to correctly implement production serverless workflows.
Defining serverless and its evolutionary phases
An overview of serverless operational models and the historical phases of serverless technology adoption.
Augmenting serverless workflows with traditional virtual machines
Expanding workload capabilities by scheduling serverless orchestrators to manage long-running compute tasks on automated virtual instances.
Integrating containers to solve serverless execution limitations
Using container-based serverless runtimes to abstract infrastructure requirements while fixing concurrency constraints and performance bottlenecks.
Serverless computing definitions and core benefits
Eliminating infrastructure management allows teams to focus entirely on core business logic while benefiting from automatic workload scaling.
Real-world challenges in adopting serverless architectures
An introduction to overcoming practical hurdles when migrating software teams from monolithic systems to serverless environments.
Evolution of web architectures toward serverless computing workflows
Traditional monolithic web architectures increasingly transition to decoupled backends and event-driven serverless components for better scalability.
Financial and operational advantages of serverless computing solutions
Serverless platforms reduce infrastructure maintenance overhead while optimizing operational costs for fluctuating traffic workloads.
Defining serverless computing capabilities and execution environments
Core principles of serverless architectures including eliminating server management and executing precise workload scaling.
Comparing microservices and serverless architectural deployment models
How to choose between long-lived microservices and event-driven, short-lived serverless architectural approaches.
Deploying serverless workloads on Kubernetes with Knative
Utilizing container-based Knative capabilities to provision and manage serverless infrastructure directly within Kubernetes.
Introduction to going serverless with Spring Framework
Exploring techniques to optimize Spring Boot application execution on serverless platforms.
Addressing constraints and limitations of serverless model deployments
Working within serverless functions requires mitigating cold start delays, operating without hardware acceleration, and adapting to fixed file sizes.
Evaluating cost effectiveness and summarizing serverless machine learning strategies
Deploying optimized machine learning models via reactive functions proves highly economical against maintaining hosting environments for sporadic traffic.
Moving to serverless deployments for Python machine learning models
Transitioning to serverless architecture bridges integration gaps between a TypeScript platform environment and a Python machine learning stack.
Requirements for an ideal serverless developer experience
Removing the burden of hosting logistics enables teams to focus on security, scaling, and deployment.
Comparing serverless functions against traditional monolithic architectures
Highlighting the immediate maintenance benefits and streamlined deployments of small scalable components.
Transitioning from pure code functions to serverless containers
Moving towards containerized serverless deployments while managing system-level cloud architectural integrations.
Defining the core concept of serverless computing
Understanding how an execution model manages workloads using fine-granular billing that focuses exclusively on actual usage.
Overview of serverless architectures and function as a service
An introduction to building scalable enterprise architectures using functional deployment models.
Defining serverless as a software development paradigm
Serverless computing shifts development focus to event handlers rather than managing hardware environments.
Defining serverless as a software development paradigm
Serverless functions operate as isolated event handlers without the overhead of demonized server processes.
Building serverless REST and GraphQL APIs for COVID-19 data
Building responsive serverless dashboards requires aggregating raw external metrics into scalable database architectures.
Environmental benefits and carbon efficiency of serverless cloud platforms
Operating shared serverless database clusters minimizes system idle time and reduces the overall computing carbon footprint.
Structuring a comprehensive serverless application testing strategy
How separating local execution, template checks, and cloud verification unifies the strategy for serverless systems.
Orchestrating serverless workflows with cloud messaging services
Cloud messaging queues and serverless functions format data automatically for cross-platform model training.
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