Data Formats¶

Supported Data Formats¶

We support data files in two formats: Data or Raw Data in a single pickle file.

The structure and necessary fileds of each object are described below.

Field	Type	Description
`name`	`string`	Scheduling algorithm name
`data`	`List[Frame]` (a.k.a `Raw Data`)

[
    Frame1,
    Frame2,
    Frame3,
    ...
]

Field	Type	Description
`server`	`List[Server]`	The status of each server at the current time.
`request`	`Request`	The info of the request at the current time.
`action`	`int`	The resource id to which the current request is assigned, which is calculated by `server id * 2 + numa id`.

[
    [CPU1, MEM1], # CPU and MEM usage of NUMA1
    [CPU2, MEM2]  # CPU and MEM usage of NUMA2
]

Field	Type	Description
`cpu`	`int`	Required CPU
`mem`	`int`	Required memory
`type`	`int`	`0` for `allocation` and `1` for `release`
`is_double`	`bool` or `int`	Whether the request is a double-numa request or not