Title: Reproducibility in HPC: From Challenge to Reality Abstract: In this talk, we will explore the challenges of reproducibilityresearch, with a particular focus on high-performance computing. We will begin by reviewing the reproducibility initiatives undertaken at SC24 to enhance the reliability of scientific papers. Next, we will present a concrete example of implementing reproducible research […]

Seminar by  Mohammad Vazirpanah: "A Performance Analysis of Autovectorization on RVV RISC-V Boards" Abstract: "The RISC-V instruction set architecture has become increasingly popular due to its open source and extensible design, making it a competitive choice in high-performance computing and embedded systems. The RISC-V Vector extension (RVV) empowers RISC-V processors with length-agnostic vectorization capabilities, a critical […]

Abstract: Folks, this seminar is gonna be YUGE! We're talking about the best starter pack you’ve ever seen—nobody does it better! If you’re a new student joining ISISLab, you NEED this. We’re giving you ALL the resources, the tips, the tools—everything to get you off to an amazing start. It’s gonna be tremendous, believe me. […]

Abstract: This seminar presents a novel approach to federated learning (FL) within a cloudlet federation framework, focusing on addressing the challenges of latency, resource utilization, and data privacy at the edge. Titled "A Context-aware Localized Federated Learning Approach for Cloudlet Federation," the research leverages cloudlet-based edge computing to optimize deep learning model training for healthcare applications, particularly […]

Abstract:Our project falls within the realm of cascade dynamics in cost networks. Specifically, we focus on the problem of identifying the most influential set of nodes in a network while adhering to a budget constraint.To address this challenge, we introduce a genetic approach along with a variation of it and compare their performance against two […]

SPEAKER: Vincenzo OFFERTUCCITitolo: CrossWarp: un framework per l'integrazione tra mondi virtuali e realtà aumentata Abstract:Negli ultimi anni, la realtà virtuale (VR) e la realtà aumentata (AR) hanno visto un rapido sviluppo, ampliando gli scenari applicativi e offrendo nuovi modi di interagire con il mondo digitale. Tuttavia, sebbene abbiano raggiunto una maturità tecnologica significativa, le soluzioni […]

Abstract: In questo seminario presenterò la mia esperienza di tirocinio, durante la quale ho approfondito tecnologie appartenenti a uno degli stack più popolari per lo sviluppo di applicazioni enterprise. Queste tecnologie sono state utilizzate anche in progetti formativi, con l'obiettivo di mettere in pratica quanto appreso.

Abstract: Gli ipergrafi ampliano le capacità dei modelli basati sui grafi nella rappresentazione di reti complesse, consentendo di modellare in modo semplice ed efficace relazioni molti-a-molti.Lo studio delle reti sociali si basa sull'identificazione e comprensione di specifiche caratteristiche strutturali, tra cui i motif (ad esempio, formazioni a stella, clique, ecc.). Analogamente ai grafi, i pattern […]

Abstract:I modelli di Hyperlink Prediction si basano sul concetto di Ipergrafo, dove quest'ultimo soffre del problema di sbilanciamento delle classi (positive e negative);In questo seminario si esporranno i primi passi nella realizzazione di una Python per la valutazione di algoritmi di hyperlink prediction, fornendo una interfaccia comune a tutte le componenti di un intera pipeline […]

Abstract: The rising use of AI in the last few years has greatly reshaped day-to-day productivity in many industries and caused a surge in the demand for AI-capable hardware. To reduce the imposing requirements that running a state of the art model entails many quantization techniques have been introduced.Among them there is Power of Two […]