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15 lines
870 B
15 lines
870 B
1. Objective: We want to predict the power utilization of a machine based on other machine metrics such as CPU utilization and memory transactions.
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2. License: Free to use, with citation request.
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3. Data Source: One of the authors of the following paper (which discusses the dataset) provided us with the data: https://www.usenix.org/legacy/event/hotpower08/tech/full_papers/rivoire/rivoire.pdf
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4. Field Meanings: The field names are self-explanatory.
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5. Parameter Selection:
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A. Dashboard Usage: Predict Numeric Fields
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Settings:
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1)Search command: | inputlookup server_power.csv
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2)Field to predict: ac_power
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3)Fields to use for predicting: total-unhalted_core_cycles, total-instructions_retired, total-last_level_cache_references, total-memory_bus_transactions, total-cpu-utilization, total-disk-accesses, total-disk-blocks, total-disk-utilization
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