Lee Calcote
Clouds, containers, functions, applications and their management.
April 2019
clouds, containers, functions, applications, and their management
at
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First few services are relatively easy
Democratization of language and technology choice
Faster delivery, service teams running independently, rolling updates
Next 10 or so may introduce pain
Language and framework-specific libraries
Distributed environments, ephemeral infrastructure, out-moded tooling
to avoid...
Bloated service code
Duplicating work to make services production-ready
Load balancing, auto scaling, rate limiting, traffic routing...
Inconsistency across services
Retry, tls, failover, deadlines, cancellation, etc., for each language, framework
Siloed implementations lead to fragmented, non-uniform policy application and difficult debugging
Diffusing responsibility of service management
Cluster Management
Host Discovery
Host Health Monitoring
Scheduling
Orchestrator Updates and Host Maintenance
Service Discovery
Networking and Load Balancing
Stateful Services
Multi-Tenant, Multi-Region
Application Health and Performance Monitoring
Application Deployments
Application Secrets
minimal capabilities required to qualify as a container orchestrator
Service meshes generally rely on these underlying layers.
Ambassador uses Envoy
Kong uses Nginx
OpenResty uses Nginx
• Observability
• Logging
• Metrics
• Tracing
• Traffic Control
• Resiliency
• Efficiency
• Security
• Policy
a dedicated layer for managing service-to-service communication
So, a microservices platform?
obviously.
Orchestrators don't bring all that you need
and neither do service meshes,
but they do get you closer.
Missing: application lifecycle management, but not by much
partially.
Missing: distributed debugging; provide nascent visibility (topology)
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Envoy sidecar
Envoy sidecar
Envoy sidecar
Envoy sidecar
Envoy sidecar
Reviews Service
Enovy sidecar
Envoy ingress
where Dev and Ops meet
Problem: too much infrastructure code in services
layer5.io/landscape
an open platform to connect, manage, and secure microservices
Observability
Resiliency
Traffic Control
Security
Policy Enforcement
@IstioMesh
what gets people hooked on service metrics
Metrics without instrumenting apps
Consistent metrics across fleet
Trace flow of requests across services
Portable across metric back-end providers
You get a metric! You get a metric! Everyone gets a metric!
© 2018 SolarWinds Worldwide, LLC. All rights reserved.
control over chaos
Timeouts and Retries with timeout budget
Circuit breakers and Health checks
Control connection pool size and request load
content-based traffic steering
Control Plane
Data Plane
Pilot
Citadel
Mixer
Control Plane
Data Plane
istio-system namespace
policy check
Foo Pod
Proxy Sidecar
Service Foo
tls certs
discovery & config
Foo Container
Bar Pod
Proxy Sidecar
Service Bar
Bar Container
Out-of-band telemetry propagation
telemetry
reports
Control flow during request processing
application traffic
Application traffic
application namespace
telemetry reports
- A C++ based L4/L7 proxy
- Low memory footprint
- In production at Lyft™
Capabilities:
the included battery
Data Plane
Pod
Proxy sidecar
App Container
provides service discovery to sidecars
manages sidecar configuration
Pilot
Citadel
Control Plane
the head of the ship
Mixer
istio-system namespace
system of record for service mesh
}
provides abstraction from underlying platforms
Pilot
Citadel
Mixer
Control Plane
istio-system namespace
an attribute-processing and routing machine
operator-focused
Mixer
Control Plane
Data Plane
istio-system namespace
Foo Pod
Proxy sidecar
Service Foo
Foo Container
Out-of-band telemetry propagation
Control flow during request processing
application traffic
application traffic
application namespace
telemetry reports
an attribute processing engine
AppOptics™
types: logs, metrics, access control, quota
Papertrail™
Prometheus™
Stackdriver™
Open Policy Agent
Grafana™
Fluentd
Statsd
®
Pilot
Citadel
Control Plane
security at scale
Mixer
istio-system namespace
security by default
Orchestrate Key & Certificate:
®
Playground
WHICH SERVICE MESH SHOULD I USE AND HOW DO I GET STARTED?
Learn about the functionality of different service meshes and visually manipulate mesh configuration.
Performance Benchmark
WHAT OVERHEAD DOES BEING ON THE SERVICE MESH INCUR?
Benchmark the performance of your application across different service meshes and compare their overhead.
layer5.io/meshery
@lcalcote
a multi-service mesh performance benchmark and playground
Deployment
Deployment of Meshery and sample app
Configuration
Cluster, adapters and grafana
Configuration validation using Istio Vet
Performance tests
View individual test result
Compare multiple tests (two)
Compare multiple tests (many)
Benchmark Specification
Istio
Linkerd
Consul
Octarine
App Mesh?
Results coming…
Upcoming presentations:
Container World
DockerCon
KubeCon EU
@lcalcote
layer5.io/meshery
A project and vendor-neutral specification for capturing details of:
Environment / Infrastructure
Number and size of nodes, orchestrator
Service mesh and its configuration
Service / application details
Bundled with test results.
github.com/layer5io/service-mesh-benchmark-spec
@lcalcote
layer5.io/meshery
layer5.io/books
Subscribe for Early Release
at
https://layer5.io/subscribe
clouds, containers, functions,
applications and their management
By Lee Calcote
Presented at InnoTech San Antonio 2019.
Clouds, containers, functions, applications and their management.