2 citations · 4 across the 11 of their papers we have counts for
4 papers · 1 filter
Don't let your Memory defy you: Fragmentation-Aware Serverless Allocation with Elastic Memory Locality
Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis +2
Serverless platforms commonly rely on bundled, memory-centric configurations, where CPU capacity follows the specified memory size. Resource decoupling reduces this waste, but can…
Valinor: Architectural Support for Fast, Energy-Efficient and Programmable Physical Memory Allocation
Konstantinos Kanellopoulos, Spiros Galanopoulos, Konstantinos Sgouras +7
Physical memory allocation establishes virtual-to-physical mappings on demand. In current systems, each minor page fault traps into the kernel and triggers pipeline flushes, stalls…
MailoHLS: Multi-Adapter Structure-Aware Learning for Pareto-Driven HLS Pragma Optimization
Elena Vouvali, Dimosthenis Masouros, Aggelos Ferikoglou +2
High-Level Synthesis (HLS) enables rapid development of FPGA accelerators, yet achieving high-quality results (QoR) remains challenging due to the large and irregular design space…
Exploiting temporal parallelism for LSTM Autoencoder acceleration on FPGA
Aimilios Leftheriotis, Dimosthenis Masouros, Dimitrios Soudris +1
Recurrent Neural Networks (RNNs) are vital for sequential data processing. Long Short-Term Memory Autoencoders (LSTM-AEs) are particularly effective for unsupervised anomaly detect…