Predictive forecasting and data growth trend in cloud services

A computing system operating in a data center, comprising:

• one or more processors;
• and
• a non-transitory computer-readable medium communicatively coupled to the one or more processors, the non-transitory computer-readable medium including instructions that, when executed by the one or more processors, cause the one or more processors to perform operations including:
• monitoring changes to data in a storage allocation assigned to a tenant of the data center, wherein the storage allocation includes a first resource bundle previously converted from being part of a resource pool to being part of the storage allocation, wherein the resource pool includes resource bundles that are unused and pre-allocated to different categories, and wherein sizes of the resource bundles in the resource pool vary depending on category;
• determining an expected resource usage for the storage allocation, wherein determining the expected resource usage comprises projecting, based on the changes to the data, an amount of resources the storage allocation will use at a particular time in the future;
• determining that the expected resource usage is greater than a size of a second resource bundle in the resource pool, the second resource bundle being pre-allocated to a same category as the first resource bundle;
• and
• increasing a size of the second resource bundle to correspond to the expected resource usage, wherein increasing the size of the second resource bundle comprises allocating additional unused resources to the second resource bundle.

A non-transitory computer-readable medium including instructions that, when executed by one or more processors, cause the one or more processors to perform operations including:

• monitoring changes to data in a storage allocation assigned to a tenant of a data center, wherein the storage allocation includes a first resource bundle previously converted from being part of a resource pool to being part of the storage allocation, wherein the resource pool includes resource bundles that are unused and pre-allocated to different categories, and wherein sizes of the resource bundles in the resource pool vary depending on category;
• determining an expected resource usage for the storage allocation, wherein determining the expected resource usage comprises projecting, based on the changes to the data, an amount of resources the storage allocation will use at a particular time in the future;
• determining that the expected resource usage is greater than a size of a second resource bundle in the resource pool, the second resource bundle being pre-allocated to a same category as the first resource bundle;
• and
• increasing a size of the second resource bundle to correspond to the expected resource usage, wherein increasing the size of the second resource bundle comprises allocating additional unused resources to the second resource bundle.