<!-- This template is for GitLab Team Members seeking support of SRE where there isn't an existing `request-*` template available. Please fill out the details below. --> As our thanos storage has grown we are staring to see bucket operates take long periods of time:  While we do have queries that are requesting large amounts of data, we do need to take steps to start optimizing not just the bucket but the thanos stores to fetch this data in a more timely manner. **Details** - Point of contact for this request: @nduff - If a call is needed, what is the proposed date and time of the call: [+ Date and Time +] - Additional call details (format, type of call): [+ additional details +] **SRE Support Needed** [+ Support Request Details +] <!-- Please do not edit the below -->