Three years and many results later, the AIDA project comes to an end After three years working on harnessing the power of edge computing and federated machine learning, AIDA project has come to an end with many and significative outcomes in the fields of data processing, scalability, and privacy protection: 8 software tool 42 scientific publications: 3 with PT partners and CMU 3 with Mobileum 2 use cases: Bot net detection Anomalous Behavior Detection This is what our coordinator has to say about the work developed in the last years and the main contributions from the AIDA […]
AIDA’s results presented at the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) AIDA’s partners travelled to Porto, Portugal, where they participated in the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), from June 27-29. Their participation was an opportunity to present the project’s results since it reached its concluding phase. For the last three years, the AIDA’s partners produced 8 software tools, 42 scientific publications (3 with PT partners and CMU and 3 with Mobileum), and 2 use cases (Bot net detection and International Revenue Share Fraud).
AIDA’s researchers present poster at EuroSys 2023 Earlier this month, two researchers from INESC TEC, one partner of the AIDA project, presented a poster at this year EuroSys Conference, in Rome, with the title “Emission-Aware Federated Learning: A Case Study on Transportation and Carbon Footprint”. The poster is focused on the addition of Federated Learning”, which enables the promotion of sustainable and personalised travel behaviours while preserving data privacy. As written in the poster, the main goal of the research “is to preserve the privacy of users data while increasing awareness on their carbon footprint”. EuroSys Conference is one of […]
AIDA promoted a networking event with PhD students On March 29, eight PhD students got together to share and discuss the work they have been developing within the AIDA project. This event was an excellent networking opportunity for the students to meet each other and to get to know other investigation topics. There were presentations in three main areas related to the project outputs: Distributed Systems, Security, and Deep Learning and Anomaly Detection. The meeting was moderated by Pedro Fidalgo, from Mobileum, and had the participation of Luís Ferreira, from INESC TEC, José Flora, Iury Araújo, Mariana Cunha […]
AIDA presented to PhD students INESC TEC, one of AIDA’s partners, presented AIDA to the Doctoral Program in Computer Science (MAP-I)’S first year students. This visit, which took place on December 6, 2022, happened during a visit to the High-Assurance Software Laboratory from INESC TEC at the University of Minho. This was an opportunity to present the work carried out by the AIDA project and get to know a good example of international collaboration between industry and academia. It is important to mention that the initiative was also an opportunity to share the project’s vision and expected outcomes, while promoting […]
AIDA participated in the CMU Portugal Summit 2022 Pedro Fidalgo, from our coordinator partner Mobileum, participated in the roundtable “Adaptive, automated, and autonomic computing” at this year’s CMU Portugal Summit, which happened under the motto “New Frontiers in tech”. During the conference, the AIDA project had a meeting with the CMU Portugal External Review Committee, an advisory board charged with assessing the project’s performance and making recommendations. Paula Raissa Silva, from INESC TEC, also participated in the conference with a paper entitled “Federated Anomaly Detection over Distributed Data Streams”. The conference aimed at bringing experts to present research progress in […]
AIDA Project presented at the Carnegie Mellon’s Commencement Ceremony On May 13th, the AIDA project was presented at the CMU Portugal Program workshop that preceded the Commencement Ceremony, in Pittsburgh. Our researcher David Garlan, from CMU, presented the project as an ongoing research work, and collaboration between Portugal and CMU. David Garlan also talked about architecting effective ML based systems in the AIDA project and CMU Portugal Project Camelot. This event was an opportunity for CMU researchers and PhD students to address their ongoing research work in collaboration between Portugal and CMU.
AIDA paper presents a mechanism that ensures better performance and reduces costs in IoT devices “Adaptive Database Synchronization for an Online Analytical Cloud-to-Edge Continuum” is the new paper of the AIDA project, which was presented this week at the ACM Dependable, Adaptive, and Secure Distributed Systems (DADS 2022). Internet of Things devices are generally underpowered, but they exist in large volumes and are located very close to where the data is captured. The use of these devices is increasingly common in the industry, agriculture, running cities, and even at homes. Because of their limitations, the data is traditionally transferred periodically to […]
Consortium meeting gathers all partners On March 17, 2022, the AIDA consortium met in Braga (Portugal) to plan the last months of the project. The discussion focused on the use cases needed for pilot proposes and which frameworks can be used to execute the pilot correctly. Additionally, the partners discussed the tests required to achieve a good quality assurance metric. In this sense, collaboration between all partners is crucial in determining the success of project outcomes.
AIDA project presented to MAP-i’s students Last week, close to 20 students from the MAP Doctoral Program in Computer Science (MAP-i) had the opportunity to get to know the AIDA project, focusing on cloud edge continuum. The MAP-i students – part of one of the PhD programs that is closely related to the research carried out within the scope of the project – also visited INESC TEC’s High-Assurance Software Laboratory, while learning how the AIDA project is a good example of the work done in the cloud edge continuum field, and as a model of international collaboration between industry and […]