b.N is adjusted by pkg/testing using an internal heuristic: > The benchmark function must run the target code b.N times. During > benchmark execution, b.N is adjusted until the benchmark function > lasts long enough to be timed reliably. Using b.N to seed other parameters makes the benchmark behavior difficult to reason about. Before this change, thread count in the CachedTokenAuthenticator benchmark is always 5000, and batch size is almost always 1 when I run this locally. SimpleCache and StripedCache benchmarks had similarly strange scaling. After modifying CachedTokenAuthenticator to only adjust iterations based on b.N, the batch chan was an point of contention and I wasn't able to see any significant CPU consumption. This was fixed by using ParallelBench to do the batching, rather than using a chan. |
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.github | ||
api | ||
build | ||
cluster | ||
cmd | ||
docs | ||
Godeps | ||
hack | ||
logo | ||
pkg | ||
plugin | ||
staging | ||
test | ||
third_party | ||
translations | ||
vendor | ||
.bazelrc | ||
.bazelversion | ||
.generated_files | ||
.gitattributes | ||
.gitignore | ||
.kazelcfg.json | ||
BUILD.bazel | ||
CHANGELOG-1.2.md | ||
CHANGELOG-1.3.md | ||
CHANGELOG-1.4.md | ||
CHANGELOG-1.5.md | ||
CHANGELOG-1.6.md | ||
CHANGELOG-1.7.md | ||
CHANGELOG-1.8.md | ||
CHANGELOG-1.9.md | ||
CHANGELOG-1.10.md | ||
CHANGELOG-1.11.md | ||
CHANGELOG-1.12.md | ||
CHANGELOG-1.13.md | ||
CHANGELOG-1.14.md | ||
CHANGELOG-1.15.md | ||
CHANGELOG-1.16.md | ||
CHANGELOG-1.17.md | ||
CHANGELOG.md | ||
code-of-conduct.md | ||
CONTRIBUTING.md | ||
go.mod | ||
go.sum | ||
LICENSE | ||
Makefile | ||
Makefile.generated_files | ||
OWNERS | ||
OWNERS_ALIASES | ||
README.md | ||
SECURITY_CONTACTS | ||
SUPPORT.md | ||
WORKSPACE |
Kubernetes

Kubernetes is an open source system for managing containerized applications across multiple hosts. It provides basic mechanisms for deployment, maintenance, and scaling of applications.
Kubernetes builds upon a decade and a half of experience at Google running production workloads at scale using a system called Borg, combined with best-of-breed ideas and practices from the community.
Kubernetes is hosted by the Cloud Native Computing Foundation (CNCF). If your company wants to help shape the evolution of technologies that are container-packaged, dynamically scheduled, and microservices-oriented, consider joining the CNCF. For details about who's involved and how Kubernetes plays a role, read the CNCF announcement.
To start using Kubernetes
See our documentation on kubernetes.io.
Try our interactive tutorial.
Take a free course on Scalable Microservices with Kubernetes.
To use Kubernetes code as a library in other applications, see the list of published components.
Use of the k8s.io/kubernetes
module or k8s.io/kubernetes/...
packages as libraries is not supported.
To start developing Kubernetes
The community repository hosts all information about building Kubernetes from source, how to contribute code and documentation, who to contact about what, etc.
If you want to build Kubernetes right away there are two options:
You have a working Go environment.
mkdir -p $GOPATH/src/k8s.io
cd $GOPATH/src/k8s.io
git clone https://github.com/kubernetes/kubernetes
cd kubernetes
make
You have a working Docker environment.
git clone https://github.com/kubernetes/kubernetes
cd kubernetes
make quick-release
For the full story, head over to the developer's documentation.
Support
If you need support, start with the troubleshooting guide, and work your way through the process that we've outlined.
That said, if you have questions, reach out to us one way or another.