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.· IEEE Transactions on Paralle...· 0 citations
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
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.· arXiv.org· 0 citations
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