diff --git a/api_names_out.yaml b/api_names_out.yaml
index da7300a9b5e..f94c0a8ea2a 100644
--- a/api_names_out.yaml
+++ b/api_names_out.yaml
@@ -132358,6 +132358,9 @@
 "/dataproc:v1/AutoscalingPolicy/name": name
 "/dataproc:v1/AutoscalingPolicy/secondaryWorkerConfig": secondary_worker_config
 "/dataproc:v1/AutoscalingPolicy/workerConfig": worker_config
+"/dataproc:v1/AutotuningConfig": autotuning_config
+"/dataproc:v1/AutotuningConfig/scenarios": scenarios
+"/dataproc:v1/AutotuningConfig/scenarios/scenario": scenario
 "/dataproc:v1/AuxiliaryNodeGroup": auxiliary_node_group
 "/dataproc:v1/AuxiliaryNodeGroup/nodeGroup": node_group
 "/dataproc:v1/AuxiliaryNodeGroup/nodeGroupId": node_group_id
@@ -132975,6 +132978,8 @@
 "/dataproc:v1/ResizeNodeGroupRequest/requestId": request_id
 "/dataproc:v1/ResizeNodeGroupRequest/size": size
 "/dataproc:v1/RuntimeConfig": runtime_config
+"/dataproc:v1/RuntimeConfig/autotuningConfig": autotuning_config
+"/dataproc:v1/RuntimeConfig/cohort": cohort
 "/dataproc:v1/RuntimeConfig/containerImage": container_image
 "/dataproc:v1/RuntimeConfig/properties": properties
 "/dataproc:v1/RuntimeConfig/properties/property": property
diff --git a/generated/google-apis-dataproc_v1/CHANGELOG.md b/generated/google-apis-dataproc_v1/CHANGELOG.md
index d4abe3d6d7e..0b92f9fbdbc 100644
--- a/generated/google-apis-dataproc_v1/CHANGELOG.md
+++ b/generated/google-apis-dataproc_v1/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Release history for google-apis-dataproc_v1
 
+### v0.70.0 (2024-06-09)
+
+* Regenerated from discovery document revision 20240605
+
 ### v0.69.0 (2024-05-19)
 
 * Regenerated using generator version 0.15.0
diff --git a/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/classes.rb b/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/classes.rb
index a3f743187ff..67e3cd14934 100644
--- a/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/classes.rb
+++ b/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/classes.rb
@@ -235,6 +235,25 @@ def update!(**args)
         end
       end
       
+      # Autotuning configuration of the workload.
+      class AutotuningConfig
+        include Google::Apis::Core::Hashable
+      
+        # Optional. Scenarios for which tunings are applied.
+        # Corresponds to the JSON property `scenarios`
+        # @return [Array<String>]
+        attr_accessor :scenarios
+      
+        def initialize(**args)
+           update!(**args)
+        end
+      
+        # Update properties of this object
+        def update!(**args)
+          @scenarios = args[:scenarios] if args.key?(:scenarios)
+        end
+      end
+      
       # Node group identification and configuration information.
       class AuxiliaryNodeGroup
         include Google::Apis::Core::Hashable
@@ -4738,6 +4757,17 @@ def update!(**args)
       class RuntimeConfig
         include Google::Apis::Core::Hashable
       
+        # Autotuning configuration of the workload.
+        # Corresponds to the JSON property `autotuningConfig`
+        # @return [Google::Apis::DataprocV1::AutotuningConfig]
+        attr_accessor :autotuning_config
+      
+        # Optional. Cohort identifier. Identifies families of the workloads having the
+        # same shape, e.g. daily ETL jobs.
+        # Corresponds to the JSON property `cohort`
+        # @return [String]
+        attr_accessor :cohort
+      
         # Optional. Optional custom container image for the job runtime environment. If
         # not specified, a default container image will be used.
         # Corresponds to the JSON property `containerImage`
@@ -4766,6 +4796,8 @@ def initialize(**args)
       
         # Update properties of this object
         def update!(**args)
+          @autotuning_config = args[:autotuning_config] if args.key?(:autotuning_config)
+          @cohort = args[:cohort] if args.key?(:cohort)
           @container_image = args[:container_image] if args.key?(:container_image)
           @properties = args[:properties] if args.key?(:properties)
           @repository_config = args[:repository_config] if args.key?(:repository_config)
diff --git a/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/gem_version.rb b/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/gem_version.rb
index 93333194676..8f2398a8458 100644
--- a/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/gem_version.rb
+++ b/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/gem_version.rb
@@ -16,13 +16,13 @@ module Google
   module Apis
     module DataprocV1
       # Version of the google-apis-dataproc_v1 gem
-      GEM_VERSION = "0.69.0"
+      GEM_VERSION = "0.70.0"
 
       # Version of the code generator used to generate this client
       GENERATOR_VERSION = "0.15.0"
 
       # Revision of the discovery document this client was generated from
-      REVISION = "20240429"
+      REVISION = "20240605"
     end
   end
 end
diff --git a/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/representations.rb b/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/representations.rb
index 84d753f4277..a2c5890c3ae 100644
--- a/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/representations.rb
+++ b/generated/google-apis-dataproc_v1/lib/google/apis/dataproc_v1/representations.rb
@@ -52,6 +52,12 @@ class Representation < Google::Apis::Core::JsonRepresentation; end
         include Google::Apis::Core::JsonObjectSupport
       end
       
+      class AutotuningConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
       class AuxiliaryNodeGroup
         class Representation < Google::Apis::Core::JsonRepresentation; end
       
@@ -925,6 +931,13 @@ class Representation < Google::Apis::Core::JsonRepresentation
         end
       end
       
+      class AutotuningConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :scenarios, as: 'scenarios'
+        end
+      end
+      
       class AuxiliaryNodeGroup
         # @private
         class Representation < Google::Apis::Core::JsonRepresentation
@@ -2035,6 +2048,9 @@ class Representation < Google::Apis::Core::JsonRepresentation
       class RuntimeConfig
         # @private
         class Representation < Google::Apis::Core::JsonRepresentation
+          property :autotuning_config, as: 'autotuningConfig', class: Google::Apis::DataprocV1::AutotuningConfig, decorator: Google::Apis::DataprocV1::AutotuningConfig::Representation
+      
+          property :cohort, as: 'cohort'
           property :container_image, as: 'containerImage'
           hash :properties, as: 'properties'
           property :repository_config, as: 'repositoryConfig', class: Google::Apis::DataprocV1::RepositoryConfig, decorator: Google::Apis::DataprocV1::RepositoryConfig::Representation