diff --git a/azure/backend.go b/azure/backend.go
index 9d4b71e18..d6f80f810 100644
--- a/azure/backend.go
+++ b/azure/backend.go
@@ -179,6 +179,14 @@ func (cs *aciContainerService) Run(ctx context.Context, r containers.ContainerCo
 					Ports:   ports,
 					Labels:  r.Labels,
 					Volumes: serviceConfigVolumes,
+					Deploy: &types.DeployConfig{
+						Resources: types.Resources{
+							Limits: &types.Resource{
+								NanoCPUs:    fmt.Sprintf("%f", r.CPULimit),
+								MemoryBytes: types.UnitBytes(r.MemLimit.Value()),
+							},
+						},
+					},
 				},
 			},
 			Volumes: projectVolumes,
diff --git a/azure/convert/convert.go b/azure/convert/convert.go
index ba8510995..a2dae725b 100644
--- a/azure/convert/convert.go
+++ b/azure/convert/convert.go
@@ -21,6 +21,7 @@ import (
 	"errors"
 	"fmt"
 	"io/ioutil"
+	"strconv"
 	"strings"
 
 	"github.com/Azure/azure-sdk-for-go/profiles/latest/containerinstance/mgmt/containerinstance"
@@ -262,18 +263,30 @@ func (s serviceConfigAciHelper) getAciContainer(volumesCache map[string]bool) (c
 	} else {
 		volumes = &allVolumes
 	}
+
+	memLimit := 1. // Default 1 Gb
+	var cpuLimit float64 = 1
+	if s.Deploy != nil && s.Deploy.Resources.Limits != nil {
+		memLimit = float64(bytesToGb(s.Deploy.Resources.Limits.MemoryBytes))
+		if s.Deploy.Resources.Limits.NanoCPUs != "" {
+			cpuLimit, err = strconv.ParseFloat(s.Deploy.Resources.Limits.NanoCPUs, 0)
+			if err != nil {
+				return containerinstance.Container{}, err
+			}
+		}
+	}
 	return containerinstance.Container{
 		Name: to.StringPtr(s.Name),
 		ContainerProperties: &containerinstance.ContainerProperties{
 			Image: to.StringPtr(s.Image),
 			Resources: &containerinstance.ResourceRequirements{
 				Limits: &containerinstance.ResourceLimits{
-					MemoryInGB: to.Float64Ptr(1),
-					CPU:        to.Float64Ptr(1),
+					MemoryInGB: to.Float64Ptr(memLimit),
+					CPU:        to.Float64Ptr(cpuLimit),
 				},
 				Requests: &containerinstance.ResourceRequests{
-					MemoryInGB: to.Float64Ptr(1),
-					CPU:        to.Float64Ptr(1),
+					MemoryInGB: to.Float64Ptr(memLimit), // TODO: use the memory requests here and not limits
+					CPU:        to.Float64Ptr(cpuLimit), // TODO: use the cpu requests here and not limits
 				},
 			},
 			VolumeMounts: volumes,
@@ -282,15 +295,26 @@ func (s serviceConfigAciHelper) getAciContainer(volumesCache map[string]bool) (c
 
 }
 
+func bytesToGb(b types.UnitBytes) int64 {
+	return int64(b) / 1024 / 1024 / 1024 // from bytes to gigabytes
+}
+
 // ContainerGroupToContainer composes a Container from an ACI container definition
 func ContainerGroupToContainer(containerID string, cg containerinstance.ContainerGroup, cc containerinstance.Container) (containers.Container, error) {
-	memLimits := -1.
+	memLimits := 0.
 	if cc.Resources != nil &&
 		cc.Resources.Limits != nil &&
 		cc.Resources.Limits.MemoryInGB != nil {
 		memLimits = *cc.Resources.Limits.MemoryInGB
 	}
 
+	cpuLimit := 0.
+	if cc.Resources != nil &&
+		cc.Resources.Limits != nil &&
+		cc.Resources.Limits.CPU != nil {
+		cpuLimit = *cc.Resources.Limits.CPU
+	}
+
 	command := ""
 	if cc.Command != nil {
 		command = strings.Join(*cc.Command, " ")
@@ -307,6 +331,7 @@ func ContainerGroupToContainer(containerID string, cg containerinstance.Containe
 		Image:       to.String(cc.Image),
 		Command:     command,
 		CPUTime:     0,
+		CPULimit:    cpuLimit,
 		MemoryUsage: 0,
 		MemoryLimit: uint64(memLimits),
 		PidsCurrent: 0,
diff --git a/azure/convert/convert_test.go b/azure/convert/convert_test.go
index b4e950b99..d9f067ecf 100644
--- a/azure/convert/convert_test.go
+++ b/azure/convert/convert_test.go
@@ -82,6 +82,7 @@ func (suite *ConvertTestSuite) TestContainerGroupToContainer() {
 			},
 			Resources: &containerinstance.ResourceRequirements{
 				Limits: &containerinstance.ResourceLimits{
+					CPU:        to.Float64Ptr(3),
 					MemoryInGB: to.Float64Ptr(9),
 				},
 			},
@@ -93,6 +94,7 @@ func (suite *ConvertTestSuite) TestContainerGroupToContainer() {
 		Status:      "Running",
 		Image:       "sha256:666",
 		Command:     "mycommand",
+		CPULimit:    3,
 		MemoryLimit: 9,
 		Ports: []containers.Port{{
 			HostPort:      uint32(80),
diff --git a/cli/cmd/run/run.go b/cli/cmd/run/run.go
index 4431b9bb1..942a9b264 100644
--- a/cli/cmd/run/run.go
+++ b/cli/cmd/run/run.go
@@ -44,6 +44,8 @@ func Command() *cobra.Command {
 	cmd.Flags().StringArrayVarP(&opts.Labels, "label", "l", []string{}, "Set meta data on a container")
 	cmd.Flags().StringArrayVarP(&opts.Volumes, "volume", "v", []string{}, "Volume. Ex: user:key@my_share:/absolute/path/to/target")
 	cmd.Flags().BoolP("detach", "d", true, "Run container in background and print container ID")
+	cmd.Flags().Float64Var(&opts.Cpus, "cpus", 1., "Number of CPUs")
+	cmd.Flags().VarP(&opts.Memory, "memory", "m", "Memory limit")
 
 	return cmd
 }
diff --git a/cli/cmd/run/testdata/run-help.golden b/cli/cmd/run/testdata/run-help.golden
index 2a5a55f56..3859e002e 100644
--- a/cli/cmd/run/testdata/run-help.golden
+++ b/cli/cmd/run/testdata/run-help.golden
@@ -4,8 +4,10 @@ Usage:
   run [flags]
 
 Flags:
+      --cpus float            Number of CPUs (default 1)
   -d, --detach                Run container in background and print container ID (default true)
   -l, --label stringArray     Set meta data on a container
+  -m, --memory bytes          Memory limit
       --name string           Assign a name to the container
   -p, --publish stringArray   Publish a container's port(s). [HOST_PORT:]CONTAINER_PORT
   -v, --volume stringArray    Volume. Ex: user:key@my_share:/absolute/path/to/target
diff --git a/cli/cmd/testdata/inspect-out-id.golden b/cli/cmd/testdata/inspect-out-id.golden
index 03b45c084..9c245aca2 100644
--- a/cli/cmd/testdata/inspect-out-id.golden
+++ b/cli/cmd/testdata/inspect-out-id.golden
@@ -4,6 +4,7 @@
     "Image": "nginx",
     "Command": "",
     "CPUTime": 0,
+    "CPULimit": 0,
     "MemoryUsage": 0,
     "MemoryLimit": 0,
     "PidsCurrent": 0,
diff --git a/cli/options/run/opts.go b/cli/options/run/opts.go
index 2735df8dc..5e2563830 100644
--- a/cli/options/run/opts.go
+++ b/cli/options/run/opts.go
@@ -25,6 +25,7 @@ import (
 	"github.com/docker/go-connections/nat"
 
 	"github.com/docker/api/containers"
+	"github.com/docker/api/formatter"
 )
 
 // Opts contain run command options
@@ -33,6 +34,8 @@ type Opts struct {
 	Publish []string
 	Labels  []string
 	Volumes []string
+	Cpus    float64
+	Memory  formatter.MemBytes
 }
 
 // ToContainerConfig convert run options to a container configuration
@@ -52,11 +55,13 @@ func (r *Opts) ToContainerConfig(image string) (containers.ContainerConfig, erro
 	}
 
 	return containers.ContainerConfig{
-		ID:      r.Name,
-		Image:   image,
-		Ports:   publish,
-		Labels:  labels,
-		Volumes: r.Volumes,
+		ID:       r.Name,
+		Image:    image,
+		Ports:    publish,
+		Labels:   labels,
+		Volumes:  r.Volumes,
+		MemLimit: r.Memory,
+		CPULimit: r.Cpus,
 	}, nil
 }
 
diff --git a/containers/api.go b/containers/api.go
index 49af959e0..87b2cdaf3 100644
--- a/containers/api.go
+++ b/containers/api.go
@@ -19,6 +19,8 @@ package containers
 import (
 	"context"
 	"io"
+
+	"github.com/docker/api/formatter"
 )
 
 // Container represents a created container
@@ -28,6 +30,7 @@ type Container struct {
 	Image       string
 	Command     string
 	CPUTime     uint64
+	CPULimit    float64
 	MemoryUsage uint64
 	MemoryLimit uint64
 	PidsCurrent uint64
@@ -60,6 +63,10 @@ type ContainerConfig struct {
 	Labels map[string]string
 	// Volumes to be mounted
 	Volumes []string
+	// Memlimit
+	MemLimit formatter.MemBytes
+	// CPUlimit
+	CPULimit float64
 }
 
 // LogsRequest contains configuration about a log request
diff --git a/formatter/units.go b/formatter/units.go
new file mode 100644
index 000000000..c1795fd41
--- /dev/null
+++ b/formatter/units.go
@@ -0,0 +1,52 @@
+/*
+   Copyright 2020 Docker, Inc.
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+package formatter
+
+import (
+	"github.com/docker/go-units"
+)
+
+// MemBytes is a type for human readable memory bytes (like 128M, 2g, etc)
+type MemBytes int64
+
+// String returns the string format of the human readable memory bytes
+func (m *MemBytes) String() string {
+	// NOTE: In spf13/pflag/flag.go, "0" is considered as "zero value" while "0 B" is not.
+	// We return "0" in case value is 0 here so that the default value is hidden.
+	// (Sometimes "default 0 B" is actually misleading)
+	if m.Value() != 0 {
+		return units.BytesSize(float64(m.Value()))
+	}
+	return "0"
+}
+
+// Set sets the value of the MemBytes by passing a string
+func (m *MemBytes) Set(value string) error {
+	val, err := units.RAMInBytes(value)
+	*m = MemBytes(val)
+	return err
+}
+
+// Type returns the type
+func (m *MemBytes) Type() string {
+	return "bytes"
+}
+
+// Value returns the value in int64
+func (m *MemBytes) Value() int64 {
+	return int64(*m)
+}
diff --git a/formatter/units_test.go b/formatter/units_test.go
new file mode 100644
index 000000000..700bc3c40
--- /dev/null
+++ b/formatter/units_test.go
@@ -0,0 +1,59 @@
+/*
+   Copyright 2020 Docker, Inc.
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+package formatter
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+const (
+	b  = 1
+	kb = 1024 * b
+	mb = 1024 * kb
+	gb = 1024 * mb
+)
+
+func TestMemBytes(t *testing.T) {
+	var m MemBytes
+	assert.Nil(t, m.Set("42"))
+	assert.Equal(t, int64(42), m.Value())
+	assert.Equal(t, "42B", m.String())
+
+	assert.Nil(t, m.Set("1b"))
+	assert.Equal(t, int64(1), m.Value())
+	assert.Equal(t, "1B", m.String())
+
+	assert.Nil(t, m.Set("1k"))
+	assert.Equal(t, int64(kb), m.Value())
+	assert.Equal(t, "1KiB", m.String())
+
+	assert.Nil(t, m.Set("1m"))
+	assert.Equal(t, int64(mb), m.Value())
+	assert.Equal(t, "1MiB", m.String())
+
+	assert.Nil(t, m.Set("1g"))
+	assert.Equal(t, int64(gb), m.Value())
+	assert.Equal(t, "1GiB", m.String())
+
+	assert.Nil(t, m.Set("42g"))
+	assert.Equal(t, int64(42*gb), m.Value())
+	assert.Equal(t, "42GiB", m.String())
+
+	assert.Error(t, m.Set("###"))
+}
diff --git a/go.mod b/go.mod
index 3b0e4dd76..af72f4f01 100644
--- a/go.mod
+++ b/go.mod
@@ -24,11 +24,10 @@ require (
 	github.com/docker/docker v17.12.0-ce-rc1.0.20200309214505-aa6a9891b09c+incompatible
 	github.com/docker/docker-credential-helpers v0.6.3 // indirect
 	github.com/docker/go-connections v0.4.0
-	github.com/docker/go-events v0.0.0-20190806004212-e31b211e4f1c // indirect
+	github.com/docker/go-units v0.4.0
 	github.com/gobwas/httphead v0.0.0-20180130184737-2c6c146eadee // indirect
 	github.com/gobwas/pool v0.2.0 // indirect
 	github.com/gobwas/ws v1.0.3
-	github.com/gogo/googleapis v1.4.0 // indirect
 	github.com/golang/protobuf v1.4.2
 	github.com/google/uuid v1.1.1
 	github.com/gorilla/mux v1.7.4 // indirect
@@ -45,7 +44,6 @@ require (
 	github.com/spf13/cobra v1.0.0
 	github.com/spf13/pflag v1.0.5
 	github.com/stretchr/testify v1.6.1
-	github.com/syndtr/gocapability v0.0.0-20180916011248-d98352740cb2 // indirect
 	github.com/tj/survey v2.0.6+incompatible
 	golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7
 	golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be
diff --git a/go.sum b/go.sum
index 2022ace2f..32ff8c66e 100644
--- a/go.sum
+++ b/go.sum
@@ -67,8 +67,6 @@ github.com/containerd/console v0.0.0-20180822173158-c12b1e7919c1/go.mod h1:Tj/on
 github.com/containerd/console v1.0.0 h1:fU3UuQapBs+zLJu82NhR11Rif1ny2zfMMAyPJzSN5tQ=
 github.com/containerd/console v1.0.0/go.mod h1:8Pf4gM6VEbTNRIT26AyyU7hxdQU3MvAvxVI0sc00XBE=
 github.com/containerd/containerd v1.3.2/go.mod h1:bC6axHOhabU15QhwfG7w5PipXdVtMXFTttgp+kVtyUA=
-github.com/containerd/containerd v1.3.4 h1:3o0smo5SKY7H6AJCmJhsnCjR2/V2T8VmiHt7seN2/kI=
-github.com/containerd/containerd v1.3.4/go.mod h1:bC6axHOhabU15QhwfG7w5PipXdVtMXFTttgp+kVtyUA=
 github.com/containerd/containerd v1.3.5 h1:l0iDHQtFwcOUmOvdepI6BB67q7beT6sRp2JYsfHS08c=
 github.com/containerd/containerd v1.3.5/go.mod h1:bC6axHOhabU15QhwfG7w5PipXdVtMXFTttgp+kVtyUA=
 github.com/containerd/continuity v0.0.0-20190426062206-aaeac12a7ffc/go.mod h1:GL3xCUCBDV3CZiTSEKksMWbLE66hEyuu9qyDOOqM47Y=
@@ -107,8 +105,6 @@ github.com/docker/docker-credential-helpers v0.6.3 h1:zI2p9+1NQYdnG6sMU26EX4aVGl
 github.com/docker/docker-credential-helpers v0.6.3/go.mod h1:WRaJzqw3CTB9bk10avuGsjVBZsD05qeibJ1/TYlvc0Y=
 github.com/docker/go-connections v0.4.0 h1:El9xVISelRB7BuFusrZozjnkIM5YnzCViNKohAFqRJQ=
 github.com/docker/go-connections v0.4.0/go.mod h1:Gbd7IOopHjR8Iph03tsViu4nIes5XhDvyHbTtUxmeec=
-github.com/docker/go-events v0.0.0-20190806004212-e31b211e4f1c h1:+pKlWGMw7gf6bQ+oDZB4KHQFypsfjYlq/C4rfL7D3g8=
-github.com/docker/go-events v0.0.0-20190806004212-e31b211e4f1c/go.mod h1:Uw6UezgYA44ePAFQYUehOuCzmy5zmg/+nl2ZfMWGkpA=
 github.com/docker/go-units v0.4.0 h1:3uh0PgVws3nIA0Q+MwDC8yjEPf9zjRfZZWXZYDct3Tw=
 github.com/docker/go-units v0.4.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
 github.com/dustin/go-humanize v0.0.0-20171111073723-bb3d318650d4/go.mod h1:HtrtbFcZ19U5GC7JDqmcUSB87Iq5E25KnS6fMYU6eOk=
@@ -130,8 +126,6 @@ github.com/gobwas/pool v0.2.0/go.mod h1:q8bcK0KcYlCgd9e7WYLm9LpyS+YeLd8JVDW6Wezm
 github.com/gobwas/ws v1.0.3 h1:ZOigqf7iBxkA4jdQ3am7ATzdlOFp9YzA6NmuvEEZc9g=
 github.com/gobwas/ws v1.0.3/go.mod h1:szmBTxLgaFppYjEmNtny/v3w89xOydFnnZMcgRRu/EM=
 github.com/godbus/dbus v0.0.0-20190422162347-ade71ed3457e/go.mod h1:bBOAhwG1umN6/6ZUMtDFBMQR8jRg9O75tm9K00oMsK4=
-github.com/gogo/googleapis v1.4.0 h1:zgVt4UpGxcqVOw97aRGxT4svlcmdK35fynLNctY32zI=
-github.com/gogo/googleapis v1.4.0/go.mod h1:5YRNX2z1oM5gXdAkurHa942MDgEJyk02w4OecKY87+c=
 github.com/gogo/protobuf v1.1.1/go.mod h1:r8qH/GZQm5c6nD/R0oafs1akxWv10x8SbQlK7atdtwQ=
 github.com/gogo/protobuf v1.2.1/go.mod h1:hp+jE20tsWTFYpLwKvXlhS1hjn+gTNwPg2I6zVXpSg4=
 github.com/gogo/protobuf v1.3.1 h1:DqDEcV5aeaTmdFBePNpYsp3FlcVH/2ISVVM9Qf8PSls=
@@ -301,8 +295,6 @@ github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UV
 github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
 github.com/stretchr/testify v1.6.1 h1:hDPOHmpOpP40lSULcqw7IrRb/u7w6RpDC9399XyoNd0=
 github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
-github.com/syndtr/gocapability v0.0.0-20180916011248-d98352740cb2 h1:b6uOv7YOFK0TYG7HtkIgExQo+2RdLuwRft63jn2HWj8=
-github.com/syndtr/gocapability v0.0.0-20180916011248-d98352740cb2/go.mod h1:hkRG7XYTFWNJGYcbNJQlaLq0fg1yr4J4t/NcTQtrfww=
 github.com/tj/survey v2.0.6+incompatible h1:tVgc1+kmYX9R0CEoHaTczapjdc4GaJla0VAB7O+w1So=
 github.com/tj/survey v2.0.6+incompatible/go.mod h1:vLPzQYAOKWgXqr5jV9luQXJuoXKHOg0ltn5FEw1Nz0c=
 github.com/tmc/grpc-websocket-proxy v0.0.0-20190109142713-0ad062ec5ee5/go.mod h1:ncp9v5uamzpCO7NfCPTXjqaC+bZgJeR0sMTm6dMHP7U=
diff --git a/protos/containers/v1/containers.pb.go b/protos/containers/v1/containers.pb.go
index 5380c91b4..8e32be27e 100644
--- a/protos/containers/v1/containers.pb.go
+++ b/protos/containers/v1/containers.pb.go
@@ -131,6 +131,7 @@ type Container struct {
 	PidsLimit   uint64   `protobuf:"varint,9,opt,name=pids_limit,json=pidsLimit,proto3" json:"pids_limit,omitempty"`
 	Labels      []string `protobuf:"bytes,10,rep,name=labels,proto3" json:"labels,omitempty"`
 	Ports       []*Port  `protobuf:"bytes,11,rep,name=ports,proto3" json:"ports,omitempty"`
+	CpuLimit    uint64   `protobuf:"varint,12,opt,name=cpu_limit,json=cpuLimit,proto3" json:"cpu_limit,omitempty"`
 }
 
 func (x *Container) Reset() {
@@ -242,6 +243,13 @@ func (x *Container) GetPorts() []*Port {
 	return nil
 }
 
+func (x *Container) GetCpuLimit() uint64 {
+	if x != nil {
+		return x.CpuLimit
+	}
+	return 0
+}
+
 type InspectRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -527,11 +535,13 @@ type RunRequest struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Id      string            `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
-	Image   string            `protobuf:"bytes,2,opt,name=image,proto3" json:"image,omitempty"`
-	Ports   []*Port           `protobuf:"bytes,3,rep,name=ports,proto3" json:"ports,omitempty"`
-	Labels  map[string]string `protobuf:"bytes,4,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
-	Volumes []string          `protobuf:"bytes,5,rep,name=volumes,proto3" json:"volumes,omitempty"`
+	Id          string            `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
+	Image       string            `protobuf:"bytes,2,opt,name=image,proto3" json:"image,omitempty"`
+	Ports       []*Port           `protobuf:"bytes,3,rep,name=ports,proto3" json:"ports,omitempty"`
+	Labels      map[string]string `protobuf:"bytes,4,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
+	Volumes     []string          `protobuf:"bytes,5,rep,name=volumes,proto3" json:"volumes,omitempty"`
+	MemoryLimit uint64            `protobuf:"varint,6,opt,name=memory_limit,json=memoryLimit,proto3" json:"memory_limit,omitempty"`
+	CpuLimit    uint64            `protobuf:"varint,7,opt,name=cpu_limit,json=cpuLimit,proto3" json:"cpu_limit,omitempty"`
 }
 
 func (x *RunRequest) Reset() {
@@ -601,6 +611,20 @@ func (x *RunRequest) GetVolumes() []string {
 	return nil
 }
 
+func (x *RunRequest) GetMemoryLimit() uint64 {
+	if x != nil {
+		return x.MemoryLimit
+	}
+	return 0
+}
+
+func (x *RunRequest) GetCpuLimit() uint64 {
+	if x != nil {
+		return x.CpuLimit
+	}
+	return 0
+}
+
 type RunResponse struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -984,7 +1008,7 @@ var file_protos_containers_v1_containers_proto_rawDesc = []byte{
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 }
 
 var (
diff --git a/protos/containers/v1/containers.proto b/protos/containers/v1/containers.proto
index 8eabec093..a68734ffc 100644
--- a/protos/containers/v1/containers.proto
+++ b/protos/containers/v1/containers.proto
@@ -48,6 +48,7 @@ message Container {
 	uint64 pids_limit = 9;
 	repeated string labels = 10;
 	repeated Port ports = 11;
+	uint64 cpu_limit = 12;
 }
 
 message InspectRequest {
@@ -80,6 +81,8 @@ message RunRequest {
 	repeated Port ports = 3;
 	map<string, string> labels = 4;
 	repeated string volumes = 5;
+	uint64 memory_limit = 6;
+	uint64 cpu_limit = 7;
 }
 
 message RunResponse {
diff --git a/server/proxy/containers.go b/server/proxy/containers.go
index c9c972906..8ecf21eae 100644
--- a/server/proxy/containers.go
+++ b/server/proxy/containers.go
@@ -21,6 +21,7 @@ import (
 	"errors"
 
 	"github.com/docker/api/containers"
+	"github.com/docker/api/formatter"
 	containersv1 "github.com/docker/api/protos/containers/v1"
 	"github.com/docker/api/server/proxy/streams"
 )
@@ -61,23 +62,7 @@ func (p *proxy) Stop(ctx context.Context, request *containersv1.StopRequest) (*c
 }
 
 func (p *proxy) Run(ctx context.Context, request *containersv1.RunRequest) (*containersv1.RunResponse, error) {
-	ports := []containers.Port{}
-	for _, p := range request.GetPorts() {
-		ports = append(ports, containers.Port{
-			ContainerPort: p.ContainerPort,
-			HostIP:        p.HostIp,
-			HostPort:      p.HostPort,
-			Protocol:      p.Protocol,
-		})
-	}
-
-	return &containersv1.RunResponse{}, Client(ctx).ContainerService().Run(ctx, containers.ContainerConfig{
-		ID:      request.GetId(),
-		Image:   request.GetImage(),
-		Labels:  request.GetLabels(),
-		Ports:   ports,
-		Volumes: request.GetVolumes(),
-	})
+	return &containersv1.RunResponse{}, Client(ctx).ContainerService().Run(ctx, grpcContainerToContainerConfig(request))
 }
 
 func (p *proxy) Inspect(ctx context.Context, request *containersv1.InspectRequest) (*containersv1.InspectResponse, error) {
@@ -132,5 +117,28 @@ func toGrpcContainer(c containers.Container) *containersv1.Container {
 		PidsLimit:   c.PidsLimit,
 		Labels:      c.Labels,
 		Ports:       portsToGrpc(c.Ports),
+		CpuLimit:    uint64(c.CPULimit),
+	}
+}
+
+func grpcContainerToContainerConfig(request *containersv1.RunRequest) containers.ContainerConfig {
+	var ports []containers.Port
+	for _, p := range request.GetPorts() {
+		ports = append(ports, containers.Port{
+			ContainerPort: p.ContainerPort,
+			HostIP:        p.HostIp,
+			HostPort:      p.HostPort,
+			Protocol:      p.Protocol,
+		})
+	}
+
+	return containers.ContainerConfig{
+		ID:       request.GetId(),
+		Image:    request.GetImage(),
+		Ports:    ports,
+		Labels:   request.GetLabels(),
+		Volumes:  request.GetVolumes(),
+		MemLimit: formatter.MemBytes(request.GetMemoryLimit()),
+		CPULimit: float64(request.GetCpuLimit()),
 	}
 }
diff --git a/server/proxy/containers_test.go b/server/proxy/containers_test.go
new file mode 100644
index 000000000..8e8dc7f98
--- /dev/null
+++ b/server/proxy/containers_test.go
@@ -0,0 +1,52 @@
+package proxy
+
+import (
+	"testing"
+
+	"gotest.tools/assert"
+
+	"github.com/docker/api/containers"
+	"github.com/docker/api/formatter"
+	containersv1 "github.com/docker/api/protos/containers/v1"
+)
+
+func TestGrpcContainerToContainerConfig(t *testing.T) {
+	r := &containersv1.RunRequest{
+		Id:    "myId",
+		Image: "myImage",
+		Ports: []*containersv1.Port{
+			{
+				HostPort:      8080,
+				ContainerPort: 80,
+				Protocol:      "tcp",
+				HostIp:        "42.42.42.42",
+			},
+		},
+		Labels: map[string]string{
+			"mykey": "mylabel",
+		},
+		Volumes: []string{
+			"myvolume",
+		},
+		MemoryLimit: 41,
+		CpuLimit:    42,
+	}
+
+	cc := grpcContainerToContainerConfig(r)
+	assert.Equal(t, cc.ID, "myId")
+	assert.Equal(t, cc.Image, "myImage")
+	assert.Equal(t, cc.MemLimit, formatter.MemBytes(41))
+	assert.Equal(t, cc.CPULimit, float64(42))
+	assert.DeepEqual(t, cc.Volumes, []string{"myvolume"})
+	assert.DeepEqual(t, cc.Ports, []containers.Port{
+		{
+			HostPort:      uint32(8080),
+			ContainerPort: 80,
+			Protocol:      "tcp",
+			HostIP:        "42.42.42.42",
+		},
+	})
+	assert.DeepEqual(t, cc.Labels, map[string]string{
+		"mykey": "mylabel",
+	})
+}
diff --git a/tests/e2e/testdata/inspect-id.golden b/tests/e2e/testdata/inspect-id.golden
index 03b45c084..9c245aca2 100644
--- a/tests/e2e/testdata/inspect-id.golden
+++ b/tests/e2e/testdata/inspect-id.golden
@@ -4,6 +4,7 @@
     "Image": "nginx",
     "Command": "",
     "CPUTime": 0,
+    "CPULimit": 0,
     "MemoryUsage": 0,
     "MemoryLimit": 0,
     "PidsCurrent": 0,