From cb9c73d47df073f32192b20b2b7c12345e591906 Mon Sep 17 00:00:00 2001 From: Hanyu Zhao Date: Mon, 27 Apr 2020 14:39:42 +0800 Subject: [PATCH] Rename reserved cells to pinned cells (#14) * rename reserved cells to pinned cells * rename acquired to reserved * rename reserved to pinned in yaml files and docs * update feature demo for pinned cells * fix typo * fix value receiver of deleteAllocatedAffinityGroup * fix typo in readme * fix ambiguous naming about reserved cells * BeingReserved -> Reserved --- README.md | 6 +- example/config/basic/hivedscheduler.yaml | 6 +- example/config/design/hivedscheduler.yaml | 18 +- example/feature/README.md | 14 +- example/feature/file/hived-config-1.yaml | 6 +- example/feature/file/hived-config-8.yaml | 50 ++++++ example/feature/file/itc-pin.png | Bin 0 -> 108812 bytes .../file/{itc-reserve.yaml => itc-pin.yaml} | 20 ++- example/feature/file/itc-reserve.png | Bin 75525 -> 0 bytes example/request/basic/request.yaml | 22 +-- example/request/design/request.yaml | 22 +-- pkg/algorithm/cell.go | 63 +++---- pkg/algorithm/cell_allocation.go | 2 +- pkg/algorithm/config.go | 168 +++++++++--------- pkg/algorithm/constants.go | 24 +-- pkg/algorithm/hived_algorithm.go | 116 ++++++------ pkg/algorithm/hived_algorithm_test.go | 94 +++++----- pkg/algorithm/intra_vc_scheduler.go | 68 +++---- pkg/algorithm/types.go | 2 +- pkg/algorithm/utils.go | 8 +- pkg/api/types.go | 26 +-- 21 files changed, 398 insertions(+), 337 deletions(-) create mode 100644 example/feature/file/hived-config-8.yaml create mode 100644 example/feature/file/itc-pin.png rename example/feature/file/{itc-reserve.yaml => itc-pin.yaml} (77%) delete mode 100644 example/feature/file/itc-reserve.png diff --git a/README.md b/README.md index 5b9dd7b..26b63a4 100644 --- a/README.md +++ b/README.md @@ -33,8 +33,8 @@ HiveD supports multiple job **priorities**. Higher-priority jobs can **[preempt] ## Feature 1. [Multi-Tenancy: Virtual Cluster (VC)](example/feature/README.md#VC-Safety) -2. [Fine-Grained VC Resource Guarantee](example/feature/README.md#VC-Safety): Quantity, [Topology](example/feature/README.md#VC-Safety), [Type](example/feature/README.md#GPU-Type), [Reservation](example/feature/README.md#Reservation), etc. -3. Flexible Intra-VC Scheduling: [Topology-Awareness](example/feature/README.md#Topology-Aware-Intra-VC-Scheduling), [Flexible GPU Types](example/feature/README.md#GPU-Type), [Reservation](example/feature/README.md#Reservation), Scheduling Policy Customization, etc. +2. [Fine-Grained VC Resource Guarantee](example/feature/README.md#VC-Safety): Quantity, [Topology](example/feature/README.md#VC-Safety), [Type](example/feature/README.md#GPU-Type), [Pinned VC Resource](example/feature/README.md#Pinned-Cells), etc. +3. Flexible Intra-VC Scheduling: [Topology-Awareness](example/feature/README.md#Topology-Aware-Intra-VC-Scheduling), [Flexible GPU Types](example/feature/README.md#GPU-Type), [Pinned VC Resource](example/feature/README.md#Pinned-Cells), Scheduling Policy Customization, etc. 4. Optimized Resource Fragmentation and Less Starvation 5. [Priorities](example/feature/README.md#Guaranteed-Job), [Overuse with Low Priority](example/feature/README.md#Opportunistic-Job), and [Inter-](example/feature/README.md#Inter-VC-Preemption)/[Intra-VC Preemption](example/feature/README.md#Intra-VC-Preemption) 6. [Job (Full/Partial) Gang Scheduling/Preemption](example/feature/README.md#Gang-Scheduling) @@ -57,7 +57,7 @@ HiveD supports multiple job **priorities**. Higher-priority jobs can **[preempt] * [DockerHub](https://hub.docker.com/u/hivedscheduler) ## Related Project -* [FrameworkController](https://github.com/microsoft/frameworkcontroller): A General-Purpose Kubernetes Pod Controller, which can easily leverage HiveD to schedule jobs . +* [FrameworkController](https://github.com/microsoft/frameworkcontroller): A General-Purpose Kubernetes Pod Controller, which can easily leverage HiveD to schedule jobs. * [OpenPAI](https://github.com/microsoft/pai): A complete solution for AI platform. HiveD will be more user-friendly when working in tandem with OpenPAI. ## Contributing diff --git a/example/config/basic/hivedscheduler.yaml b/example/config/basic/hivedscheduler.yaml index 16ea804..c6e93d4 100644 --- a/example/config/basic/hivedscheduler.yaml +++ b/example/config/basic/hivedscheduler.yaml @@ -23,7 +23,7 @@ physicalCluster: cellChildren: - cellAddress: 10.151.41.20 - cellAddress: 10.151.41.21 - reservationId: VC2-K80 + pinnedCellId: VC2-K80 - cellAddress: 10.151.41.22 virtualClusters: @@ -35,5 +35,5 @@ virtualClusters: virtualCells: - cellType: 3-K80-NODE.K80-NODE cellNumber: 1 - reservedCells: - - reservationId: VC2-K80 + pinnedCells: + - pinnedCellId: VC2-K80 diff --git a/example/config/design/hivedscheduler.yaml b/example/config/design/hivedscheduler.yaml index 91510d9..9b504dd 100644 --- a/example/config/design/hivedscheduler.yaml +++ b/example/config/design/hivedscheduler.yaml @@ -14,7 +14,7 @@ kubeApiServerAddress: http://10.10.10.10:8080 # 2. All physicalCells should contain at most one physical specific GPU. # 3. Each physicalCell should contain exactly one node level cellType. # 4. Each physicalCell should specify full hierarchies defined by its cellType. -# 5. A reservationId should can be universally locate one physicalCell. +# 5. A pinnedCellId should can be universally locate one physicalCell. # # Best Practice: # 1. Best effort to merge to large cell and reflect physical facts, unless need @@ -155,7 +155,7 @@ physicalCluster: cellAddress: 1.0.0.2 # NODE Name cellChildren: - cellAddress: 8 # GPU Index - reservationId: VC1-YQW-CT1 + pinnedCellId: VC1-YQW-CT1 - cellAddress: 9 # GPU Index # One cell has non-standard gpu indices - cellType: 3-DGX1-P100-NODE @@ -221,7 +221,7 @@ physicalCluster: - cellAddress: 0.0.2.2 - cellType: 4-DGX2-V100-NODE cellChildren: - - reservationId: VC1-YQW-DGX2 + - pinnedCellId: VC1-YQW-DGX2 cellChildren: - cellAddress: 0.0.3.0 - cellAddress: 0.0.3.1 @@ -237,7 +237,7 @@ physicalCluster: - cellAddress: 0.0.4.2 - cellAddress: 0.0.4.3 - cellType: 2-IB-DGX2-V100-NODE - reservationId: VC1-YQW-IB-DGX2 + pinnedCellId: VC1-YQW-IB-DGX2 cellChildren: - cellAddress: 0.1.0.0 - cellAddress: 0.1.0.1 @@ -250,7 +250,7 @@ physicalCluster: # 1. The whole VCs must be able to be fitted into the PC. # 2. The cellType field should be full qualified and should be started with a # cellType which is referred in physicalCells. -# 3. A reservationId should can only be referred in one VC for one time. +# 3. A pinnedCellId should can only be referred in one VC for one time. # # Best Practice: # 1. Best effort to just plan its own VC quota based on the PC facts, unless need @@ -271,13 +271,13 @@ virtualClusters: # 2 DGX2-V100-NODE must be within the same rack. - cellType: 4-DGX2-V100-NODE.2-DGX2-V100-NODE cellNumber: 1 - reservedCells: + pinnedCells: # 1 CT1 GPU must be the VC1-YQW-CT1 GPU. - - reservationId: VC1-YQW-CT1 + - pinnedCellId: VC1-YQW-CT1 # 2 DGX2-V100-NODE must be within the VC1-YQW-DGX2 rack. - - reservationId: VC1-YQW-DGX2 + - pinnedCellId: VC1-YQW-DGX2 # 2 IB-DGX2-V100-NODE must be within the VC1-YQW-IB-DGX2 rack. - - reservationId: VC1-YQW-IB-DGX2 + - pinnedCellId: VC1-YQW-IB-DGX2 VC2: virtualCells: # 2 DGX1-P100-NODE may not be within the same rack. diff --git a/example/feature/README.md b/example/feature/README.md index 171b770..12e3872 100644 --- a/example/feature/README.md +++ b/example/feature/README.md @@ -9,9 +9,9 @@ HiveD guarantees **quota safety for all VCs**, in the sense that the requests to cells defined in each VC can always be satisfied. -VC's cells can be described by Hardware Quantity, [Topology](#VC-Safety), [Type](#GPU-Type), [Reservation](#Reservation), etc. To guarantee safety, HiveD never allows a VC to "invade" other VCs' cells. For example, to guarantee all VCs' topology, one VC's [guaranteed jobs](#Guaranteed-Job) should never make fragmentation inside other VCs: +VC's cells can be described by Hardware Quantity, [Topology](#VC-Safety), [Type](#GPU-Type), [Pinned Cells](#Pinned-Cells), etc. To guarantee safety, HiveD never allows a VC to "invade" other VCs' cells. For example, to guarantee all VCs' topology, one VC's [guaranteed jobs](#Guaranteed-Job) should never make fragmentation inside other VCs: -Two DGX-2s, two VCs each owns one DGX-2 node. For normal scheduler, this will translate into two VCs each owning 16 GPUs. When user submits 16 1-GPU jobs to VC1, the user in VC2 might not be able to run a 16-GPU job, due to possible fragmentation issue caused by VC1. While HiveD can guarantee each VC always has one entire node reserved for its dedicated use. +Two DGX-2s, two VCs each owns one DGX-2 node. For a traditional scheduler, this will translate into two VCs each owning 16 GPUs. When a user submits 16 1-GPU jobs to VC1, the user in VC2 might not be able to run a 16-GPU job, due to possible fragmentation issue caused by VC1. While HiveD can guarantee each VC always has one entire node available for its dedicated use. ### Reproduce Steps 1. Use [hived-config-1](file/hived-config-1.yaml). @@ -19,16 +19,16 @@ Two DGX-2s, two VCs each owns one DGX-2 node. For normal scheduler, this will tr -## Reservation +## Pinned Cells ### Description -One VC contains two DGX-2 nodes. The VC admin would like to reserve one DGX-2 for dedicated use, i.e. without explicit `reservationId` specified, job will not run on the reserved DGX-2. +One VC contains two DGX-2 node cells. The VC admin would like to pin one DGX-2 node cell in the physical cluster for dedicated use, i.e. that cell will be bound to a node statically. Without explicit `pinnedCellId` specified, a job will not be allowed to run on the pinned node. This is similar to [K8S Taints and Tolerations](https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/#example-use-cases), but with [VC Safety](#VC-Safety) guaranteed. ### Reproduce Steps -1. Use [hived-config-1](file/hived-config-1.yaml). -2. Submit job [itc-reserve](file/itc-reserve.yaml) to VC2, all tasks in task role vc2rsv will be on node 10.151.41.25 (it is reserved), all tasks in task role vc2norsv will NOT be on node 10.151.41.25. - +1. Use [hived-config-8](file/hived-config-8.yaml). +2. Submit job [itc-pin](file/itc-pin.yaml) to VC1, all tasks in task role vc1pinned will be on node 10.151.41.25 (which is pinned), all tasks in task role vc1nopinned will NOT be on node 10.151.41.25. + ## GPU Type ### Description diff --git a/example/feature/file/hived-config-1.yaml b/example/feature/file/hived-config-1.yaml index 8944bb2..ab8835d 100644 --- a/example/feature/file/hived-config-1.yaml +++ b/example/feature/file/hived-config-1.yaml @@ -26,7 +26,7 @@ physicalCluster: cellChildren: - cellAddress: 10.151.41.19 - cellAddress: 10.151.41.25 - reservationId: VC2-K80 + pinnedCellId: VC2-K80 - cellAddress: 10.151.41.26 - cellType: 2-K80-NODE cellChildren: @@ -42,8 +42,8 @@ virtualClusters: virtualCells: - cellType: 3-K80-NODE.K80-NODE cellNumber: 1 - reservedCells: - - reservationId: VC2-K80 + pinnedCells: + - pinnedCellId: VC2-K80 default: virtualCells: - cellType: 2-K80-NODE diff --git a/example/feature/file/hived-config-8.yaml b/example/feature/file/hived-config-8.yaml new file mode 100644 index 0000000..d0e6da7 --- /dev/null +++ b/example/feature/file/hived-config-8.yaml @@ -0,0 +1,50 @@ +kubeApiServerAddress: http://10.151.41.16:8080 + +physicalCluster: + gpuTypes: + K80: + gpu: 1 + cpu: 4 + memory: 8192Mi + cellTypes: + K80-2GPU: + childCellType: K80 + childCellNumber: 2 + K80-NODE: + childCellType: K80-2GPU + childCellNumber: 2 + isNodeLevel: true + 2-K80-NODE: + childCellType: K80-NODE + childCellNumber: 2 + 3-K80-NODE: + childCellType: K80-NODE + childCellNumber: 3 + + physicalCells: + - cellType: 3-K80-NODE + cellChildren: + - cellAddress: 10.151.41.19 + - cellAddress: 10.151.41.25 + pinnedCellId: VC1-K80 + - cellAddress: 10.151.41.26 + - cellType: 2-K80-NODE + cellChildren: + - cellAddress: 10.151.41.23 + - cellAddress: 10.151.41.24 + +virtualClusters: + VC1: + virtualCells: + - cellType: 3-K80-NODE.K80-NODE + cellNumber: 1 + pinnedCells: + - pinnedCellId: VC1-K80 + VC2: + virtualCells: + - cellType: 3-K80-NODE.K80-NODE + cellNumber: 1 + default: + 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