Autoscaling
Params
name
A human readable description of the object.
carbon_footprint_fabrication
carbon footprint fabrication of server in kilogram.
power
power of server in watt.
lifespan
lifespan of server in year.
idle_power
idle power of server in watt.
ram
ram of server in gigabyte.
cpu_cores
nb cpus cores of server in core.
power_usage_effectiveness
pue of server in dimensionless.
average_carbon_intensity
average carbon intensity of server electricity in gram / kilowatt_hour.
server_utilization_rate
server utilization rate in dimensionless.
base_ram_consumption
base ram consumption of server in megabyte.
base_cpu_consumption
base cpu consumption of server in core.
storage
An instance of Storage.
Backwards links
Calculated attributes
hour_by_hour_cpu_need
server hour by hour cpu need in core.
Example value: 26281 values from 2024-12-31 22:00:00 to 2027-12-31 22:00:00 in core:
first 10 vals [0.27, 0.33, 0.47, 0.2, 0.47, 0.6, 0.6, 0.2, 0.27, 0.27],
last 10 vals [0.13, 0.33, 0.53, 0.6, 0.53, 0.07, 0.4, 0.6, 0.4, 0.47]
Depends directly on:
- Hourly streaming average occurrences across usage patterns
- CPU needed on server server to process streaming
through the following calculations:
You can also visit the link to server hour by hour cpu need’s full calculation graph.
hour_by_hour_ram_need
server hour by hour ram need in gigabyte.
Example value: 26281 values from 2024-12-31 22:00:00 to 2027-12-31 22:00:00 in GB:
first 10 vals [0.01, 0.02, 0.02, 0.01, 0.02, 0.03, 0.03, 0.01, 0.01, 0.01],
last 10 vals [0.01, 0.02, 0.03, 0.03, 0.03, 0.0, 0.02, 0.03, 0.02, 0.02]
Depends directly on:
- Hourly streaming average occurrences across usage patterns
- RAM needed on server server to process streaming
through the following calculations:
You can also visit the link to server hour by hour ram need’s full calculation graph.
available_ram_per_instance
ExplainableQuantity in gigabyte, representing the available ram per server instance.
Example value: 114.9 gigabyte
Depends directly on:
through the following calculations:
You can also visit the link to Available RAM per server instance’s full calculation graph.
available_cpu_per_instance
ExplainableQuantity in core, representing the available cpu per server instance.
Example value: 19.6 core
Depends directly on:
through the following calculations:
You can also visit the link to Available CPU per server instance’s full calculation graph.
raw_nb_of_instances
hourly raw number of server instances in dimensionless.
Example value: 26281 values from 2024-12-31 22:00:00 to 2027-12-31 22:00:00 in dimensionless:
first 10 vals [0.01, 0.02, 0.02, 0.01, 0.02, 0.03, 0.03, 0.01, 0.01, 0.01],
last 10 vals [0.01, 0.02, 0.03, 0.03, 0.03, 0.0, 0.02, 0.03, 0.02, 0.02]
Depends directly on:
- server hour by hour ram need
- Available RAM per server instance
- server hour by hour cpu need
- Available CPU per server instance
through the following calculations:
You can also visit the link to Hourly raw number of server instances’s full calculation graph.
nb_of_instances
hourly number of server instances in dimensionless.
Example value: 26281 values from 2024-12-31 22:00:00 to 2027-12-31 22:00:00 in dimensionless:
first 10 vals [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0],
last 10 vals [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
Depends directly on:
through the following calculations:
You can also visit the link to Hourly number of server instances’s full calculation graph.
instances_fabrication_footprint
hourly server instances fabrication footprint in kilogram.
Example value: 26281 values from 2024-12-31 22:00:00 to 2027-12-31 22:00:00 in kg:
first 10 vals [0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01],
last 10 vals [0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01]
Depends directly on:
through the following calculations:
You can also visit the link to Hourly server instances fabrication footprint’s full calculation graph.
instances_energy
hourly energy consumed by server instances in kilowatt_hour.
Example value: 26281 values from 2024-12-31 22:00:00 to 2027-12-31 22:00:00 in kWh:
first 10 vals [0.06, 0.07, 0.07, 0.06, 0.07, 0.07, 0.07, 0.06, 0.06, 0.06],
last 10 vals [0.06, 0.07, 0.07, 0.07, 0.07, 0.06, 0.07, 0.07, 0.07, 0.07]
Depends directly on:
- Hourly number of server instances
- Idle power of server
- PUE of server
- Hourly raw number of server instances
- Power of server
through the following calculations:
You can also visit the link to Hourly energy consumed by server instances’s full calculation graph.
energy_footprint
hourly server energy footprint in kilogram.
Example value: 26281 values from 2024-12-31 22:00:00 to 2027-12-31 22:00:00 in kg:
first 10 vals [0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01],
last 10 vals [0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01, 0.01]
Depends directly on:
through the following calculations:
You can also visit the link to Hourly server energy footprint’s full calculation graph.