Arruda

Uncertainty, Sustainability, and Big Data Streams

Thu, 15 Feb 2024 00:13:07 +0000

In the end of last year I got to present my paper at the IEEE BigData 2023.

This work was a continuation on my uncertainty and sustainability research for big data streams (mostly focused on Video streams).

I believe that more and more people are aware of the effects of many real-world uncertainties and the necessity of providing sustainable (less energy) solutions for this kind of big data applications. One could even say that… people are more certain on the effect of these uncertainties *pun intended* .

But really, just to give an very brief idea, we show in the paper that one can save almost up to 10% of a Cloud server energy consumption in one year, if one decides to take into account the effects of some uncertainties present in the application. For reference, that’s more than the electricity consumed by a Tesla car in a round-trip of 1000km (from Amsterdam to Paris, and back). You can check more about this, and some other reference numbers in the paper that I linked bellow.

I’m again, posting my accepted version to keep this copy for myself. Inside the PDF there is a link to the final published version on IEEE Xplore.:

Uncertainty-Aware Optimisation for Sustainable Multimedia Event Processing in Big Data Streams.

Fuzzy Publications as Main Author on my PhD

Fri, 10 Nov 2023 15:28:24 +0100

Today was finally published my first papers (as the main author) during my PhD =D.

These are two papers on the same conference on fuzzy logic (FUZZ-IEEE 2023).

The first one is: A Comparative Study of Open-Source Fuzzy Modelling Toolkit Licenses and Features.

The second one is: Fuzzy vs. Crisp in Uncertainty-Aware Service Selection: Enabling Sustainability on Multimedia Event Processing.

I’m posting it here the accepted versions just to keep them safe. Inside the PDFs there is a link to the final published version on IEEE Xplore.

I’ll probably add all the papers to another page at some point.

Contact me

Thu, 14 Oct 2021 15:04:48 +0100

You can email me, I’ll be happy to hear from you.

contato at arruda.blog.br

About

Thu, 14 Oct 2021 00:00:00 +0000

Hello, my name is Felipe Arruda.

To check what I’m doing now, please go to my Now page.

What I'm doing now

Thu, 14 Oct 2021 00:00:00 +0000

On this page, you can find projects I’m involved with as of Thursday, 14th October 2021.

On my PhD

Rest of my life

I got the idea of this page on Annanda’s website.

My First Master Research Publication

Thu, 14 Jan 2021 21:05:39 +0100

Finally, I got my first (short)paper accepted for publication during my Master research.

I’m posting it here a pre-print version just to keep it safe. The final version is yet to be published (was already published, see edit note) at the EdgeWays 2020 workshop, in European Conference on Service-Oriented and Cloud Computing. Springer, Cham, 2020 (or something like that, not sure exactly until it is published).

Edited: Yay! The paper is now published! Here is the link for the final print version: Advances in Service-Oriented and Cloud Computing: “Cloud-Edge Microservice Architecture for DNN-based Distributed Multimedia Event Processing”