Results 51 to 60 of about 481 (210)

Optimal Error Correcting Delivery Scheme for an Optimal Coded Caching Scheme with Small Buffers

, 2018
Optimal delivery scheme for coded caching problems with small buffer sizes and the number of users no less than the amount of files in the server was proposed by Chen, Fan and Letaief ''Fundamental limits of caching: improved bounds for users with small ...
Karat, Nujoom Sageer, Thomas, Anoop, Rajan, B Sundar   +2 more
core   +1 more source

Capacity of cellular networks with femtocache [PDF]

, 2016
The capacity of next generation of cellular networks using femtocaches is studied when multihop communications and decentralized cache placement are considered.
Hamid R. Sadjadpour, Mohsen Karimzadeh Kiskani, Sadjadpour, Hamid R, Kiskani, Mohsen Karimzadeh   +3 more
core   +1 more source

Edge Caching: On the Performance of Placement and Delivery Coding Schemes [PDF]

IEEE Transactions on Communications, 2023
We study the performance of caching schemes based on two different coding techniques. A heterogeneous network is assumed, in which cache-aided relays are connected through a backhaul link to a master node while no connection exits between users and the master node.
openaire   +2 more sources

Continual Learning for Multimodal Data Fusion of a Soft Gripper

Advanced Robotics Research, EarlyView.
Models trained on a single data modality often struggle to generalize when exposed to a different modality. This work introduces a continual learning algorithm capable of incrementally learning different data modalities by leveraging both class‐incremental and domain‐incremental learning scenarios in an artificial environment where labeled data is ...
Nilay Kushawaha, Egidio Falotico
wiley   +1 more source

Coded Caching Scheme for Partially Connected Linear Networks Via Multi-antenna Placement Delivery Array

, 2023
In this paper, we study the coded caching scheme for the $(K,L,M_{\text{T}},M_{\text{U}},N)$ partially connected linear network, where there are $N$ files each of which has an equal size, $K+L-1$ transmitters and $K$ users; each user and transmitter ...
Cheng, Minquan, Xie, Yun, Wu, Youlong, Huang, Zhenhao, Zhang, Mingming   +4 more
core   +1 more source

Decentralized asynchronous coded caching in Fog-RAN [PDF]

, 2018
In this paper, we investigate asynchronous coded caching in fog radio access networks (F-RAN). To minimize the fronthaul load, the encoding set collapsing rule and encoding set partition method are proposed to establish the relationship between the coded-
Jiang, Y. (Yanxiang), Zheng, Fu-Chun, Gacanin, Haris, Jiang, Yanxiang, You, Xiaohu, Zheng, F.-C. (Fu-Chun), Xiaohu You, Gacanin, H. (Haris), Yanxiang Jiang, Bennis, M. (Mehdi), You, X. (Xiaohu), Bennis, Mehdi, Mehdi Bennis, Fu-Chun Zheng, Huang, W. (Wenlong), Haris Gacanin, Wenlong Huang, Huang, Wenlong   +17 more
core   +1 more source

Discriminator‐Guided Inverse Folding for Multi‐Property Protein Design

Advanced Science, EarlyView.
Discriminator‐Guided Inverse Folding (DGIF) integrates multiple property predictors trained from single‐property datasets to guide protein sequence generation from a backbone structure. DGIF enables simultaneous improvement of thermostability and solubility without requiring multi‐property annotated datasets and generates designs that move toward the ...
Yuchuan Zheng, Chuyi Liu, Zhaoming Liu, Mao Su, Chenyu Tang, Xiang Zheng, Hao Zhang, Jingyuan Li   +7 more
wiley   +1 more source

Local Search and the Evolution of World Models

Topics in Cognitive Science, EarlyView., 2023
Abstract An open question regarding how people develop their models of the world is how new candidates are generated for consideration out of infinitely many possibilities. We discuss the role that evolutionary mechanisms play in this process. Specifically, we argue that when it comes to developing a global world model, innovation is necessarily ...
Neil R. Bramley, Bonan Zhao, Tadeg Quillien, Christopher G. Lucas   +3 more
wiley   +1 more source

On the Design of Computation Offloading in Cache-Aided D2D Multicast Networks

IEEE Access, 2018
As the demand of data-hungry and computing intensive tasks grows dramatically, cache-aided device-to-device multicast (D2MD) networks are introduced, which can offload traffic from the base stations to D2D users (DUEs) directly to alleviate the heavy ...
Dongyu Wang, Yanwen Lan, Tiezhu Zhao, Zhenping Yin, Xiaoxiang Wang   +4 more
doaj   +1 more source

A Phase‐Resolved Geometric Deep Learning Framework Maps Structural Determinants of Disease‐Associated Protein Aggregation and Guides Suppressor Design

Advanced Science, EarlyView.
SKALE 2.0 maps disease‐associated protein aggregation as a phase‐resolved structural process, linking mutation‐induced geometric perturbations to nucleation, elongation, and suppressor design. Across neurodegenerative proteins, the framework reveals cryptic aggregation vulnerabilities, separates phase‐concordant and phase‐switching mutations, and ...
Jia Shen Sio, Wei Xuan Wilson Loo, Yan Shan Loo, Wen Xin Tan, Hui Xuan Lim, Huitao Liu, Chen Seng Ng   +6 more
wiley   +1 more source