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Merge pull request #837 from derekwaynecarr/hugepages
Automatic merge from submit-queue HugePages proposal A pod may request a number of huge pages. The `scheduler` is able to place the pod on a node that can satisfy that request. The `kubelet` advertises an allocatable number of huge pages to support scheduling decisions. A pod may consume hugepages via `hugetlbfs` or `shmget`. Planned as Alpha for Kubernetes 1.8 release. See feature: kubernetes/enhancements#275 @kubernetes/sig-scheduling-feature-requests @kubernetes/sig-scheduling-misc @kubernetes/sig-node-proposals @kubernetes/api-approvers @kubernetes/api-reviewers
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# HugePages support in Kubernetes | ||
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**Authors** | ||
* Derek Carr (@derekwaynecarr) | ||
* Seth Jennings (@sjenning) | ||
* Piotr Prokop (@PiotrProkop) | ||
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**Status**: In progress | ||
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## Abstract | ||
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A proposal to enable applications running in a Kubernetes cluster to use huge | ||
pages. | ||
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A pod may request a number of huge pages. The `scheduler` is able to place the | ||
pod on a node that can satisfy that request. The `kubelet` advertises an | ||
allocatable number of huge pages to support scheduling decisions. A pod may | ||
consume hugepages via `hugetlbfs` or `shmget`. Huge pages are not | ||
overcommitted. | ||
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## Motivation | ||
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Memory is managed in blocks known as pages. On most systems, a page is 4Ki. 1Mi | ||
of memory is equal to 256 pages; 1Gi of memory is 256,000 pages, etc. CPUs have | ||
a built-in memory management unit that manages a list of these pages in | ||
hardware. The Translation Lookaside Buffer (TLB) is a small hardware cache of | ||
virtual-to-physical page mappings. If the virtual address passed in a hardware | ||
instruction can be found in the TLB, the mapping can be determined quickly. If | ||
not, a TLB miss occurs, and the system falls back to slower, software based | ||
address translation. This results in performance issues. Since the size of the | ||
TLB is fixed, the only way to reduce the chance of a TLB miss is to increase the | ||
page size. | ||
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A huge page is a memory page that is larger than 4Ki. On x86_64 architectures, | ||
there are two common huge page sizes: 2Mi and 1Gi. Sizes vary on other | ||
architectures, but the idea is the same. In order to use huge pages, | ||
application must write code that is aware of them. Transparent huge pages (THP) | ||
attempts to automate the management of huge pages without application knowledge, | ||
but they have limitations. In particular, they are limited to 2Mi page sizes. | ||
THP might lead to performance degradation on nodes with high memory utilization | ||
or fragmentation due to defragmenting efforts of THP, which can lock memory | ||
pages. For this reason, some applications may be designed to (or recommend) | ||
usage of pre-allocated huge pages instead of THP. | ||
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Managing memory is hard, and unfortunately, there is no one-size fits all | ||
solution for all applications. | ||
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## Scope | ||
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This proposal only includes pre-allocated huge pages configured on the node by | ||
the administrator at boot time or by manual dynamic allocation. It does not | ||
discuss how the cluster could dynamically attempt to allocate huge pages in an | ||
attempt to find a fit for a pod pending scheduling. It is anticipated that | ||
operators may use a variety of strategies to allocate huge pages, but we do not | ||
anticipate the kubelet itself doing the allocation. Allocation of huge pages | ||
ideally happens soon after boot time. | ||
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This proposal defers issues relating to NUMA. | ||
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## Use Cases | ||
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The class of applications that benefit from huge pages typically have | ||
- A large memory working set | ||
- A sensitivity to memory access latency | ||
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Example applications include: | ||
- database management systems (MySQL, PostgreSQL, MongoDB, Oracle, etc.) | ||
- Java applications can back the heap with huge pages using the | ||
`-XX:+UseLargePages` and `-XX:LagePageSizeInBytes` options. | ||
- packet processing systems (DPDK) | ||
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Applications can generally use huge pages by calling | ||
- `mmap()` with `MAP_ANONYMOUS | MAP_HUGETLB` and use it as anonymous memory | ||
- `mmap()` a file backed by `hugetlbfs` | ||
- `shmget()` with `SHM_HUGETLB` and use it as a shared memory segment (see Known | ||
Issues). | ||
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1. A pod can use huge pages with any of the prior described methods. | ||
1. A pod can request huge pages. | ||
1. A scheduler can bind pods to nodes that have available huge pages. | ||
1. A quota may limit usage of huge pages. | ||
1. A limit range may constrain min and max huge page requests. | ||
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## Feature Gate | ||
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The proposal introduces huge pages as an Alpha feature. | ||
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It must be enabled via the `--feature-gates=HugePages=true` flag on pertinent | ||
components pending graduation to Beta. | ||
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## Node Specfication | ||
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Huge pages cannot be overcommitted on a node. | ||
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A system may support multiple huge page sizes. It is assumed that most nodes | ||
will be configured to primarily use the default huge page size as returned via | ||
`grep Hugepagesize /proc/meminfo`. This defaults to 2Mi on most Linux systems | ||
unless overriden by `default_hugepagesz=1g` in kernel boot parameters. | ||
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For each supported huge page size, the node will advertise a resource of the | ||
form `hugepages-<hugepagesize>`. On Linux, supported huge page sizes are | ||
determined by parsing the `/sys/kernel/mm/hugepages/hugepages-{size}kB` | ||
directory on the host. Kubernetes will expose a `hugepages-<hugepagesize>` | ||
resource using binary notation form. It will convert `<hugepagesize>` into the | ||
most compact binary notation using integer values. For example, if a node | ||
supports `hugepages-2048kB`, a resource `hugepages-2Mi` will be shown in node | ||
capacity and allocatable values. Operators may set aside pre-allocated huge | ||
pages that are not available for user pods similar to normal memory via the | ||
`--system-reserved` flag. | ||
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There are a variety of huge page sizes supported across different hardware | ||
architectures. It is preferred to have a resource per size in order to better | ||
support quota. For example, 1 huge page with size 2Mi is orders of magnitude | ||
different than 1 huge page with size 1Gi. We assume gigantic pages are even | ||
more precious resources than huge pages. | ||
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Pre-allocated huge pages reduce the amount of allocatable memory on a node. The | ||
node will treat pre-allocated huge pages similar to other system reservations | ||
and reduce the amount of `memory` it reports using the following formula: | ||
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``` | ||
[Allocatable] = [Node Capacity] - | ||
[Kube-Reserved] - | ||
[System-Reserved] - | ||
[Pre-Allocated-HugePages * HugePageSize] - | ||
[Hard-Eviction-Threshold] | ||
``` | ||
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The following represents a machine with 10Gi of memory. 1Gi of memory has been | ||
reserved as 512 pre-allocated huge pages sized 2Mi. As you can see, the | ||
allocatable memory has been reduced to account for the amount of huge pages | ||
reserved. | ||
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``` | ||
apiVersion: v1 | ||
kind: Node | ||
metadata: | ||
name: node1 | ||
... | ||
status: | ||
capacity: | ||
memory: 10Gi | ||
hugepages-2Mi: 1Gi | ||
allocatable: | ||
memory: 9Gi | ||
hugepages-2Mi: 1Gi | ||
... | ||
``` | ||
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## Pod Specification | ||
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A pod must make a request to consume pre-allocated huge pages using the resource | ||
`hugepages-<hugepagesize>` whose quantity is a positive amount of memory in | ||
bytes. The specified amount must align with the `<hugepagesize>`; otherwise, | ||
the pod will fail validation. For example, it would be valid to request | ||
`hugepages-2Mi: 4Mi`, but invalid to request `hugepages-2Mi: 3Mi`. | ||
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The request and limit for `hugepages-<hugepagesize>` must match. Similar to | ||
memory, an application that requests `hugepages-<hugepagesize>` resource is at | ||
minimum in the `Burstable` QoS class. | ||
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If a pod consumes huge pages via `shmget`, it must run with a supplemental group | ||
that matches `/proc/sys/vm/hugetlb_shm_group` on the node. Configuration of | ||
this group is outside the scope of this specification. | ||
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Initially, a pod may not consume multiple huge page sizes in a single pod spec. | ||
Attempting to use `hugepages-2Mi` and `hugepages-1Gi` in the same pod spec will | ||
fail validation. We believe it is rare for applications to attempt to use | ||
multiple huge page sizes. This restriction may be lifted in the future with | ||
community presented use cases. Introducing the feature with this restriction | ||
limits the exposure of API changes needed when consuming huge pages via volumes. | ||
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In order to consume huge pages backed by the `hugetlbfs` filesystem inside the | ||
specified container in the pod, it is helpful to understand the set of mount | ||
options used with `hugetlbfs`. For more details, see "Using Huge Pages" here: | ||
https://www.kernel.org/doc/Documentation/vm/hugetlbpage.txt | ||
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``` | ||
mount -t hugetlbfs \ | ||
-o uid=<value>,gid=<value>,mode=<value>,pagesize=<value>,size=<value>,\ | ||
min_size=<value>,nr_inodes=<value> none /mnt/huge | ||
``` | ||
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The proposal recommends extending the existing `EmptyDirVolumeSource` to satisfy | ||
this use case. A new `medium=HugePages` option would be supported. To write | ||
into this volume, the pod must make a request for huge pages. The `pagesize` | ||
argument is inferred from the `hugepages-<hugepagesize>` from the resource | ||
request. If in the future, multiple huge page sizes are supported in a single | ||
pod spec, we may modify the `EmptyDirVolumeSource` to provide an optional page | ||
size. The existing `sizeLimit` option for `emptyDir` would restrict usage to | ||
the minimum value specified between `sizeLimit` and the sum of huge page limits | ||
of all containers in a pod. This keeps the behavior consistent with memory | ||
backed `emptyDir` volumes whose usage is ultimately constrained by the pod | ||
cgroup sandbox memory settings. The `min_size` option is omitted as its not | ||
necessary. The `nr_inodes` mount option is omitted at this time in the same | ||
manner it is omitted with `medium=Memory` when using `tmpfs`. | ||
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The following is a sample pod that is limited to 1Gi huge pages of size 2Mi. It | ||
can consume those pages using `shmget()` or via `mmap()` with the specified | ||
volume. | ||
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``` | ||
apiVersion: v1 | ||
kind: Pod | ||
metadata: | ||
name: example | ||
spec: | ||
containers: | ||
... | ||
volumeMounts: | ||
- mountPath: /hugepages | ||
name: hugepage | ||
resources: | ||
requests: | ||
hugepages-2Mi: 1Gi | ||
limits: | ||
hugepages-2Mi: 1Gi | ||
volumes: | ||
- name: hugepage | ||
emptyDir: | ||
medium: HugePages | ||
``` | ||
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## CRI Updates | ||
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The `LinuxContainerResources` message should be extended to support specifying | ||
huge page limits per size. The specification for huge pages should align with | ||
opencontainers/runtime-spec. | ||
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see: | ||
https://github.com/opencontainers/runtime-spec/blob/master/config-linux.md#huge-page-limits | ||
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The CRI changes are required before promoting this feature to Beta. | ||
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## Cgroup Enforcement | ||
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To use this feature, the `--cgroups-per-qos` must be enabled. In addition, the | ||
`hugetlb` cgroup must be mounted. | ||
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The `kubepods` cgroup is bounded by the `Allocatable` value. | ||
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The QoS level cgroups are left unbounded across all huge page pool sizes. | ||
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The pod level cgroup sandbox is configured as follows, where `hugepagesize` is | ||
the system supported huge page size(s). If no request is made for huge pages of | ||
a particular size, the limit is set to 0 for all supported types on the node. | ||
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``` | ||
pod<UID>/hugetlb.<hugepagesize>.limit_in_bytes = sum(pod.spec.containers.resources.limits[hugepages-<hugepagesize>]) | ||
``` | ||
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If the container runtime supports specification of huge page limits, the | ||
container cgroup sandbox will be configured with the specified limit. | ||
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The `kubelet` will ensure the `hugetlb` has no usage charged to the pod level | ||
cgroup sandbox prior to deleting the pod to ensure all resources are reclaimed. | ||
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## Limits and Quota | ||
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The `ResourceQuota` resource will be extended to support accounting for | ||
`hugepages-<hugepagesize>` similar to `cpu` and `memory`. The `LimitRange` | ||
resource will be extended to define min and max constraints for `hugepages` | ||
similar to `cpu` and `memory`. | ||
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## Scheduler changes | ||
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The scheduler will need to ensure any huge page request defined in the pod spec | ||
can be fulfilled by a candidate node. | ||
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## cAdvisor changes | ||
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cAdvisor will need to be modified to return the number of pre-allocated huge | ||
pages per page size on the node. It will be used to determine capacity and | ||
calculate allocatable values on the node. | ||
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## Roadmap | ||
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### Version 1.8 | ||
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Initial alpha support for huge pages usage by pods. | ||
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### Version 1.9 | ||
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Resource Quota support. Limit Range support. Beta support for huge pages | ||
(pending community feedback) | ||
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## Known Issues | ||
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### Huge pages as shared memory | ||
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For the Java use case, the JVM maps the huge pages as a shared memory segment | ||
and memlocks them to prevent the system from moving or swapping them out. | ||
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There are several issues here: | ||
- The user running the Java app must be a member of the gid set in the | ||
`vm.huge_tlb_shm_group` sysctl | ||
- sysctl `kernel.shmmax` must allow the size of the shared memory segment | ||
- The user's memlock ulimits must allow the size of the shared memory segment | ||
- `vm.huge_tlb_shm_group` is not namespaced. | ||
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### NUMA | ||
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NUMA is complicated. To support NUMA, the node must support cpu pinning, | ||
devices, and memory locality. Extending that requirement to huge pages is not | ||
much different. It is anticipated that the `kubelet` will provide future NUMA | ||
locality guarantees as a feature of QoS. In particular, pods in the | ||
`Guaranteed` QoS class are expected to have NUMA locality preferences. | ||
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