.. _statistics:

==========
Statistics
==========

.. contents:: In this section:
   :local:
   :depth: 2

This section presents data on the evolution of demand for GridUnesp resources since the start of its operations.

Projects and Users
==================

Since operations began in 2010, GridUnesp has shown continuous growth in the number of projects and users.

**Status in 2026:**

- More than **160** registered projects
- More than **1000** registered users

Evolution of Registered Projects
--------------------------------

The chart below shows the cumulative number of registered projects:

.. raw:: html

   <iframe width="650" height="340" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=1788324161&amp;format=interactive"></iframe>

**Highlights:**

- **2010:** Intense demand in the first months of operation
- **2017:** Sustained growth over the years following the upgrade with the acquisition of new equipment
- **2020:** Significant increase during the start of the COVID-19 pandemic

Evolution of Registered Users
-----------------------------

The number of users (professors, researchers, students) has also increased continuously:

.. raw:: html

   <iframe width="649" height="331" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=1547714024&amp;format=interactive"></iframe>

Fields of Knowledge
===================

The projects registered at GridUnesp span various fields of knowledge.

Distribution of Projects by Field
---------------------------------

.. raw:: html

   <iframe width="643" height="423" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=982448296&amp;format=interactive"></iframe>

**Fields with the most projects:**

- Biology
- Physics
- Biophysics
- Chemistry

Evolution by Field
------------------

The chart below shows the cumulative distribution of registered projects in each field, highlighting the growth in Computer Science and Materials Science during the COVID-19 pandemic:

.. raw:: html
   
   <iframe width="643" height="388" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=139982022&amp;format=interactive"></iframe>

Distribution of Users by Field
------------------------------

.. raw:: html
   
   <iframe width="643" height="380" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=1978749343&amp;format=interactive"></iframe>

**Fields with the most users:**

- Physics
- Biology
- Biophysics
- Chemistry

Cumulative Evolution of Users by Field
--------------------------------------

.. raw:: html
   
   <iframe width="643" height="398" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=499457747&amp;format=interactive"></iframe>

Distribution by Campus
----------------------

The chart below shows, for each Unesp campus, the distribution of registered projects by field of knowledge:

.. raw:: html

   <iframe width="664" height="649" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=114004008&amp;format=interactive"></iframe>

Processing
==========

Cumulative CPU Hours
--------------------

The chart below shows the distribution of cumulative CPU hours:

- **Blue:** Since the start of operations (2010)
- **Red:** Since the upgrade (2017)
- **Yellow:** Since the start of the pandemic (2020)

.. raw:: html

   <iframe width="653" height="388" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=767380218&amp;format=interactive"></iframe>

**Total processed by the end of 2025:** More than **240 million** CPU hours.

Use by International Collaborations
-----------------------------------

The chart below shows the use of cluster resources by different experiments and international collaborations:

.. raw:: html

   <iframe width="653" height="398" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=205592622&amp;format=interactive"></iframe>

**Collaborations that have used GridUnesp:**

- `Open Science Grid (OSG) <https://opensciencegrid.org/>`_
- `LIGO <https://www.ligo.caltech.edu/>`_ (Gravitational Wave Observatory)
- `DZero Collaboration <https://www.fnal.gov/pub/tevatron/experiments/dzero.html>`_
- `SBGrid <https://sbgrid.org/>`_ (Structural Biology Grid)
- `GlueX <http://www.gluex.org/>`_

.. note::
   Currently, cluster use is dedicated exclusively to users registered with GridUnesp.

..
  Analysis Tool
  -------------
  
  A tool for analyzing cluster usage and generating reports is available at:
  
  http://ce.grid.unesp.br/stats/

User Connections
================

Global Distribution
-------------------

GridUnesp users connect from anywhere in the world. The chart below shows the countries of origin of connections since the start of 2022:

.. raw:: html

   <iframe width="654" height="689" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=1873712429&amp;format=interactive"></iframe>

Connection Map
--------------

The map below lets you visualize the geographic distribution of connections:

.. raw:: html

   <iframe width="654" height="436" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=1528442201&amp;format=interactive"></iframe>

Connections by Unesp Campus
---------------------------

Considering only the Unesp campuses, the chart below shows the proportion of connections made from each campus:

.. raw:: html

   <iframe width="654" height="609" seamless frameborder="0" scrolling="no" src="https://docs.google.com/spreadsheets/d/e/2PACX-1vQD7N4xcr1iI6LnAQ_LpGIrHY17JRAMUoRH2-WkkVhHsrTR2jOwqXYhZaqq2FLnKE9U6O7qL6tNbw8p/pubchart?oid=121427018&amp;format=interactive"></iframe>

.. seealso::

   - :ref:`history` - Historical evolution of GridUnesp
   - :ref:`publications` - Scientific output using the cluster
   - :ref:`covid19` - Impact of the pandemic on operations