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D. Masouros

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FLEX: Flexible Federated Learning With Asynchronous Peer-to-Peer Communication and Adaptive Aggregation

In this paper, we introduce FLEX, a flexible federated learning (FL) scheme that combines peer-to-peer communication with asynchronous client updates, enabling clients to operate independently. We further propose a novel aggregation algorithm inspired by gradient-like updates, governed by two key parameters: (i) a simi...

C. Sad, D. Masouros, George Retsinas et al. · 0 citations
Preprint Sep 2026

Don't let your Memory defy you: Fragmentation-Aware Serverless Allocation with Elastic Memory Locality

Serverless platforms commonly rely on bundled, memory-centric configurations, where CPU capacity follows the specified memory size. Resource decoupling reduces this waste, but can create external fragmentation by producing diverse CPU-memory shapes that leave residual capacity stranded across nodes. Memory disaggregati...

Achilleas Tzenetopoulos, D. Masouros, Sotirios Xydis et al. · 0 citations
Jul 2026

Valinor: Architectural Support for Fast, Energy-Efficient and Programmable Physical Memory Allocation

Vinor is presented, a hardware-OS cooperative memory allocation substrate that combines software flexibility with hardware-class performance and full-system simulation further evaluates the programmable allocation engine and six allocation libraries, showing that Valinor provides hardware-class performance without sacr...

K. Kanellopoulos, Spiros Galanopoulos, Konstantinos Sgouras et al. · 0 citations

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