Device-enhanced MEC: Multi-access edge computing (MEC) aided by end device computation and caching: A survey

M Mehrabi, D You, V Latzko, H Salah… - IEEE …, 2019 - ieeexplore.ieee.org
Multi-access edge computing (MEC) has recently been proposed to aid mobile end devices
in providing compute-and data-intensive services with low latency. Growing service …

Zipf's word frequency law in natural language: A critical review and future directions

ST Piantadosi - Psychonomic bulletin & review, 2014 - Springer
The frequency distribution of words has been a key object of study in statistical linguistics for
the past 70 years. This distribution approximately follows a simple mathematical form known …

Self-balancing federated learning with global imbalanced data in mobile systems

M Duan, D Liu, X Chen, R Liu, Y Tan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Federated learning (FL) is a distributed deep learning method that enables multiple
participants, such as mobile and IoT devices, to contribute a neural network while their …

[图书][B] Introduction to the theory of complex systems

S Thurner, R Hanel, P Klimek - 2018 - books.google.com
This book is a comprehensive introduction to quantitative approaches to complex adaptive
systems. Practically all areas of life on this planet are constantly confronted with complex …

Tranco: A research-oriented top sites ranking hardened against manipulation

VL Pochat, T Van Goethem… - arXiv preprint arXiv …, 2018 - arxiv.org
In order to evaluate the prevalence of security and privacy practices on a representative
sample of the Web, researchers rely on website popularity rankings such as the Alexa list …

Online tracking: A 1-million-site measurement and analysis

S Englehardt, A Narayanan - Proceedings of the 2016 ACM SIGSAC …, 2016 - dl.acm.org
We present the largest and most detailed measurement of online tracking conducted to date,
based on a crawl of the top 1 million websites. We make 15 types of measurements on each …

Tips and tricks for visual question answering: Learnings from the 2017 challenge

D Teney, P Anderson, X He… - Proceedings of the …, 2018 - openaccess.thecvf.com
This paper presents a state-of-the-art model for visual question answering (VQA), which won
the first place in the 2017 VQA Challenge. VQA is a task of significant importance for …

Parties: Qos-aware resource partitioning for multiple interactive services

S Chen, C Delimitrou, JF Martínez - Proceedings of the Twenty-Fourth …, 2019 - dl.acm.org
Multi-tenancy in modern datacenters is currently limited to a single latency-critical,
interactive service, running alongside one or more low-priority, best-effort jobs. This limits …

Astraea: Self-balancing federated learning for improving classification accuracy of mobile deep learning applications

M Duan, D Liu, X Chen, Y Tan, J Ren… - 2019 IEEE 37th …, 2019 - ieeexplore.ieee.org
Federated learning (FL) is a distributed deep learning method which enables multiple
participants, such as mobile phones and IoT devices, to contribute a neural network model …

Label informed attributed network embedding

X Huang, J Li, X Hu - Proceedings of the tenth ACM international …, 2017 - dl.acm.org
Attributed network embedding aims to seek low-dimensional vector representations for
nodes in a network, such that original network topological structure and node attribute …