Results

Centralized Expeiments results (single machine, smaller datsets)
- Centralized Experiments
Distributed Experiments
- Descriptive Analytics:
- Diagnostic Analytics:
  - Diagnostic Analyisis of the results (answering the “why?” question)
- Prescriptive analysis
  - (Single-Dimensional “Bench-Ranking”):
    - Relational Schema Ranking Scores
    - Partitioning Techs. Ranking Scores
    - Storage Backends Ranking Scores
    - We keep all the single-dimensional ranking for the above rankings for the results of the experiments that exlude “Hive” as a 5^th storage backend can be accessed from the above page links.
    - We keep all the intermediary ranking tables and logs calculations of all the above ranking plots of the dimensions in this link.
  - (Multi-Dimensional “Bench-Ranking”):
    - Find and download the multi-dim. Ranking criteria (Pareto front optimal) results from this link.
    - pareto optimal results (shown as tables for the mentioned dataset scales) can be shown (under pareto results section) here, also can be shwon as matblot 3d figures in the same webpage.
  - Bench-Ranking goodness results:
    - In this link, we keep the ranking goodness metrics/measures (coherence, and confidence) and results for all the ranking criteria and across datasets.
- Phase#4 results (Schema Advancments Benchmarking):
  - Relational Schemata Optimizattion VS BaseLine Schemata Results

Note, we upload all the experiments calculation sheets in this repo:

Download The Results Sheets For all the datsets
We also share all the scirpts that we used in our benchmaking experiments to make all computations and analysis as well as plotting all the figures over the logs of the experiments.
Results sheets of these scripts calculations are also shared here in the reposiory.