2 papers
cs.AR2026
HDLouvain: High-Throughput Incremental Clustering for Hyperdimensional Data
Beenish Gul, Mahbod Afarin, Farhat Ahmed +4
Modern shotgun proteomics generates tens of thousands of tandem mass spectra per hour, producing hundreds of gigabytes of data that strain conventional clustering pipelines. DBSCAN…
cs.AR2024
Swift: A Multi-FPGA Framework for Scaling Up Accelerated Graph Analytics
Oluwole Jaiyeoba, Abdullah T. Mughrabi, Morteza Baradaran +2
Graph analytics are vital in fields such as social networks, biomedical research, and graph neural networks (GNNs). However, traditional CPUs and GPUs struggle with the memory bott…