Carbon-Aware Distributed Cloud (CADCloud) - Experimental data - Dataset

Title: Carbon-Aware Distributed Cloud (CADCloud)

Authors: Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, and Mohamed Cheriet


1. Experimental dataset

The dataset is provided as a CSV file. The columns on the file are as follows:

power, disk (MB/s), net (MB/s), CPUs, page-faults, context-switches, CPU-migrations, cycles, instructions, cache-references, cache-misses, branches, bus-cycles, L1-dcache-loads, L1-dcache-stores, L1-dcache-prefetches, L1-icache-loads, LLC-loads, LLC-stores, LLC-prefetches, seconds-time-elapsed, mem-used (MB), mem-buff (MB), mem-cach (MB), mem-free (MB)

The first column (power) is the dependable variable, and the rest of columns are the independent variables of the regression model. The dataset comprise of 1024 experiments performed on the GreenStar Network (GSN) servers. Each experiment has been conducted for 100 seconds.

The dataset can be downloaded from here: The CADCloud dataset (version 130122) (25)

AttachmentSize
CADCloudv3final2 reported 130122.zip107.18 KB
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