OLAP Cube / DataWarehouse corruption (?) - TfsJobAgent no longer syncronizing

About a week ago, this stopped working. I notice 3 errors in the event log:
EventId 3300, 3300,3305: The error involves the TfsJobAgent, an apparent failure to update a dimension attribute & process the analysis cube.
Since then I've tried to A) process the cube, B) restart the DB & TFS servers, C) rebuild the cube.
How can I fix this ?
Details below:
 TF53010: The following error has occurred in a Team Foundation component or extension:
 Date (UTC): 31.12.2012 13:05:57
 Machine: NT-TFS
 Application Domain: TfsJobAgent.exe
 Assembly: Microsoft.TeamFoundation.Framework.Server, Version=10.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a; v2.0.50727
 Service Host:
 Process Details:
   Process Name: TFSJobAgent
   Process Id: 1252
   Thread Id: 3176
   Account name: XXX\tfsservice
 Detailed Message: Failed to create or update dimension attribute
for the Microsoft_VSTS_Common_Activity warehouse field in dimension Work Item.
 Exception Message: Object reference not set to an instance of an object. (type
NullReferenceException)
 Exception Stack Trace:    at Microsoft.TeamFoundation.Warehouse.OlapCreator.AddOrUpdateDimensionAttribute(WarehouseConfig warehouseConfig, DataTable dataSource, Dimension dimension, Field field, Boolean createRelationshipToKey)
 TF53010: The following error has occurred in a Team Foundation component or extension:
 Date (UTC): 31.12.2012 13:05:57
 Machine: NT-TFS
 Application Domain: TfsJobAgent.exe
 Assembly: Microsoft.TeamFoundation.Framework.Server, Version=10.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a; v2.0.50727
 Service Host:
 Process Details:
   Process Name: TFSJobAgent
   Process Id: 1252
   Thread Id: 3176
   Account name: XXX\tfsservice
 Detailed Message: Failed to Process Analysis Database 'Tfs_Analysis'.
 Exception Message: Failed to Process Analysis Database 'Tfs_Analysis'. (type
WarehouseException)
 Exception Stack Trace:    at Microsoft.TeamFoundation.Warehouse.TFSOlapProcessComponent.ProcessOlap(AnalysisDatabaseProcessingType processingType, WarehouseChanges warehouseChanges, Boolean lastProcessingFailed, Boolean
cubeSchemaUpdateNeeded)
    at Microsoft.TeamFoundation.Warehouse.AnalysisDatabaseSyncJobExtension.RunInternal(TeamFoundationRequestContext requestContext, TeamFoundationJobDefinition jobDefinition, DateTime queueTime, String& resultMessage)
    at Microsoft.TeamFoundation.Warehouse.WarehouseJobExtension.Run(TeamFoundationRequestContext requestContext, TeamFoundationJobDefinition jobDefinition, DateTime queueTime, String& resultMessage)
 Inner Exception Details:
 Exception Message: Object reference not set to an instance of an object. (type
NullReferenceException)
 Exception Stack Trace:    at Microsoft.TeamFoundation.Warehouse.OlapCreator.AddOrUpdateDimensionAttribute(WarehouseConfig warehouseConfig, DataTable dataSource, Dimension dimension, Field field, Boolean createRelationshipToKey)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.CreateOrUpdateDimensions(WarehouseConfig warehouseConfig, Database database, Cube cube, Boolean recreateAllTfsEntities, IEnumerable`1 dimensionNames)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.CreateOrUpdateCubes(WarehouseConfig warehouseConfig, Database database, DataSourceView dsv, IEnumerable`1 dimensionNames, IEnumerable`1 factNames, Boolean recreateAllTfsEntities)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.CreateOrUpdateOlapSchema(WarehouseConfig warehouseConfig, Database database, DataSourceView dataSourceView)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.UpdateOlapSchema(Server server, IEnumerable`1 readerAccountNames, WarehouseConfig warehouseConfig)
    at Microsoft.TeamFoundation.Warehouse.TFSOlapProcessComponent.UpdateOlapSchema()
    at Microsoft.TeamFoundation.Warehouse.TFSOlapProcessComponent.ProcessOlap(AnalysisDatabaseProcessingType processingType, WarehouseChanges warehouseChanges, Boolean lastProcessingFailed, Boolean cubeSchemaUpdateNeeded)
 TF53010: The following error has occurred in a Team Foundation component or extension:
 Date (UTC): 31.12.2012 13:05:57
 Machine: NT-TFS
 Application Domain: TfsJobAgent.exe
 Assembly: Microsoft.TeamFoundation.Framework.Server, Version=10.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a; v2.0.50727
 Service Host:
 Process Details:
   Process Name: TFSJobAgent
   Process Id: 1252
   Thread Id: 3176
   Account name: XXX\tfsservice
 Detailed Message: TF221122: An error occurred running job Incremental Analysis Database Sync
for team project collection or Team Foundation server TEAM FOUNDATION.
 Exception Message: Failed to Process Analysis Database 'Tfs_Analysis'. (type WarehouseException)
 Exception Stack Trace:    at Microsoft.TeamFoundation.Warehouse.TFSOlapProcessComponent.ProcessOlap(AnalysisDatabaseProcessingType processingType, WarehouseChanges warehouseChanges, Boolean lastProcessingFailed, Boolean cubeSchemaUpdateNeeded)
    at Microsoft.TeamFoundation.Warehouse.AnalysisDatabaseSyncJobExtension.RunInternal(TeamFoundationRequestContext requestContext, TeamFoundationJobDefinition jobDefinition, DateTime queueTime, String& resultMessage)
    at Microsoft.TeamFoundation.Warehouse.WarehouseJobExtension.Run(TeamFoundationRequestContext requestContext, TeamFoundationJobDefinition jobDefinition, DateTime queueTime, String& resultMessage)
 Inner Exception Details:
 Exception Message: Object reference not set to an instance of an object. (type NullReferenceException)
 Exception Stack Trace:    at Microsoft.TeamFoundation.Warehouse.OlapCreator.AddOrUpdateDimensionAttribute(WarehouseConfig warehouseConfig, DataTable dataSource, Dimension dimension, Field field, Boolean createRelationshipToKey)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.CreateOrUpdateDimensions(WarehouseConfig warehouseConfig, Database database, Cube cube, Boolean recreateAllTfsEntities, IEnumerable`1 dimensionNames)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.CreateOrUpdateCubes(WarehouseConfig warehouseConfig, Database database, DataSourceView dsv, IEnumerable`1 dimensionNames, IEnumerable`1 factNames, Boolean recreateAllTfsEntities)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.CreateOrUpdateOlapSchema(WarehouseConfig warehouseConfig, Database database, DataSourceView dataSourceView)
    at Microsoft.TeamFoundation.Warehouse.OlapCreator.UpdateOlapSchema(Server server, IEnumerable`1 readerAccountNames, WarehouseConfig warehouseConfig)
    at Microsoft.TeamFoundation.Warehouse.TFSOlapProcessComponent.UpdateOlapSchema()
    at Microsoft.TeamFoundation.Warehouse.TFSOlapProcessComponent.ProcessOlap(AnalysisDatabaseProcessingType processingType, WarehouseChanges warehouseChanges, Boolean lastProcessingFailed, Boolean cubeSchemaUpdateNeeded)

Hi JReuben, 
Thanks for your post.
First, I suggest you clean the Cache manually:
Clean the Cache folder on client computer. The folder path is: C:\Users\username(Team Explorer user name)\AppData\Local\Microsoft\Team Foundation\3.0\Cache(os: Windows Server 2008 R2)
Clean the Cache folder on Server machine. The folder path is: C:\Users\username(Web access user name)\AppData\Local\Microsoft\Team Foundation\3.0\Cache(os: Windows Server 2008 R2)
After cleaned, on Server machine, click
Start and select Run… to open the dialog box, then input
iisreset.exe and click OK, wait it run completely.
Second, I suggest you try to delete the Tfs_Warehouse database and Tfs_Analysis database from SQL Server, then recreate Tfs_Warehouse database and Tfs_Analysis database using TFS Admin Console.
To delete the Tfs_Analysis database, you can connect to
Analysis Service using Microsoft SQL Server Management Studio, expand the
Databases node, and delete the Tfs_Analysis database. And the same way to delete Tfs_Warehouse database from SQL Server.  
To recreate the Tfs_Warehouse and Tfs_Analysis database, please refer to the following steps:
1       
Launch TFS Admin Console>>Application Tier>>Reporting, in the right panel, click
Edit to open the Reporting windows.
2       
Under Warehouse tab, type Tfs_Warehouse under
Database textbox. 
3       
Under the Analysis Services tab, input the Tfs_Analysis under
Database textbox, and re-provide the required account under
Account for accessing data source.
4       
Click Ok to generate the new Tfs_Warehouse and Tfs_Analysis database in SQL Server. 
5       
Click Start Jobs and
Start Rebuild to rebuild warehouse and the Analysis Services database.
After recreated the warehouse and analysis databases, you can manually processing your TFS 2010 data warehouse and Analysis Service database, please refer to the detailed steps in this article:
http://blog.accentient.com/2010/04/08/ManuallyProcessingTheTeamFoundationServer2010DataWarehouseAndAnalysisServicesDatabase.aspx.
And you can refer to the discussions in this post:
http://social.msdn.microsoft.com/Forums/en-US/tfsreporting/thread/dc0239ec-fdd4-41e0-875b-0aee388f5cbb/. 
John Qiao [MSFT]
MSDN Community Support | Feedback to us
Develop and promote your apps in Windows Store
Please remember to mark the replies as answers if they help and unmark them if they provide no help.

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