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Tactic: Monitor Computer Power
Tactic sort:
Awesome Tactic
Type: Architectural Tactic
Category: resource-adaptation
Title
Monitor Computer Power
Description
Cloud providers provide monitoring tools such as Amazon's CloudWatch [54] and Google Cloud Monitoring [21]. These track CPU utilization, memory, and network usage. They could be used to indirectly monitor energy allowing power offs or power throttling. However, direct energy measurement is not yet available.
Participant
Cloud Platform Providers. Machine Learning Practitioners.
Related software artifact
Public Cloud Platforms.
Context
Machine Learning Systems Energy Use. Green AI.
Software feature
Monitoring Power.
Tactic intent
Increased Energy Efficiency.
Target quality attribute
Energy Efficiency.
Other related quality attributes
Cost Optimization.
Measured impact
< unknown >
Source
Green AI in the Cloud: Energy-Efficient Architectural Tactics for ML-Enabled Systems on Public Platforms by Jingzhi Zhang (Eloise)Graphical representation
