Tootfinder

This https://arxiv.org/abs/2401.10614 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csIT_…

Goal-Oriented Multiple Access Connectivity for Networked Intelligent Systems
We design a self-decision goal-oriented multiple access scheme, where sensing agents observe a common event and individually decide to communicate the event's attributes as updates to the monitoring agents, to satisfy a certain goal. Decisions are based on the usefulness of updates, generated under uniform, change- and semantics-aware acquisition, as well as statistics and updates of other agents. We obtain optimal activation probabilities and threshold criteria for decision-making under all sc…

LooPIN: A PinFi protocol for decentralized computing
Yunwei Mao, Qi He, Ju Li
https://arxiv.org/abs/2406.09422 https://arxiv.org/pdf/…

LooPIN: A PinFi protocol for decentralized computing
Networked computing power is a critical utility in the era of artificial intelligence. This paper presents a novel Physical Infrastructure Finance (PinFi) protocol designed to facilitate the distribution of computing power within networks in a decentralized manner. Addressing the core challenges of coordination, pricing, and liquidity in decentralized physical infrastructure networks (DePIN), the PinFi protocol introduces a distinctive dynamic pricing mechanism. It enables providers to allocate…

This https://arxiv.org/abs/2311.13994 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_ees…

An Efficient Distributed Nash Equilibrium Seeking with Compressed and Event-triggered Communication
Distributed Nash equilibrium (NE) seeking problems for networked games have been widely investigated in recent years. Despite the increasing attention, communication expenditure is becoming a major bottleneck for scaling up distributed approaches within limited communication bandwidth between agents. To reduce communication cost, an efficient distributed NE seeking (ETC-DNES) algorithm is proposed to obtain an NE for games over directed graphs, where the communication efficiency is improved by …

GA-Unity: A Production-Ready Unity Package for Seamless Integration of Geometric Algebra in Networked Collaborative Applications
Manos Kamarianakis, Nick Lydatakis, George Papagiannakis
https://arxiv.org/abs/2406.11560

This https://arxiv.org/abs/2401.09368 has been replaced.
initial toot: https://mastoxiv.page/@arX…

Feature-aware ultra-low dimensional reduction of real networks
In existing models and embedding methods of networked systems, node features describing their qualities are usually overlooked in favor of focusing solely on node connectivity. This study introduces $FiD$-Mercator, a model-based ultra-low dimensional reduction technique that integrates node features with network structure to create $D$-dimensional maps of complex networks in a hyperbolic space. This embedding method efficiently uses features as an initial condition, guiding the search of nodes'…

This https://arxiv.org/abs/2405.00003 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csDC_…

TALICS$^3$: Tape Library Cloud Storage System Simulator
High performance computing data is surging fast into the exabyte-scale world, where tape libraries are the main platform for long-term durable data storage besides high-cost DNA. Tape libraries are extremely hard to model, but accurate modeling is critical for system administrators to obtain valid performance estimates for their designs. This research introduces a discrete--event tape simulation platform that realistically models tape library behavior in a networked cloud environment, by incorp…

This https://arxiv.org/abs/2404.14514 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csIT_…

Cooperative ISAC Networks: Performance Analysis, Scaling Laws and Optimization
Integrated sensing and communication (ISAC) networks are investigated with the objective of effectively balancing the sensing and communication (S&C) performance at the network level. Through the simultaneous utilization of multi-point (CoMP) coordinated joint transmission and distributed multiple-input multiple-output (MIMO) radar techniques, we propose an innovative networked ISAC scheme, where multiple transceivers are employed for collaboratively enhancing the S&C services. Then, the potent…

This https://arxiv.org/abs/2403.20228 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csIT_…

Cooperative Sensing and Communication for ISAC Networks: Performance Analysis and Optimization
In this work, we study integrated sensing and communication (ISAC) networks intending to effectively balance sensing and communication (S&C) performance at the network level. Through the simultaneous utilization of multi-point (CoMP) coordinated joint transmission and distributed multiple-input multiple-output (MIMO) radar techniques, we propose a cooperative networked ISAC scheme to enhance both S&C services. Then, the tool of stochastic geometry is exploited to capture the S&C performance, wh…