Online algorithms with advice: A survey

J Boyar, LM Favrholdt, C Kudahl, KS Larsen… - ACM Computing …, 2017 - dl.acm.org
In online scenarios requests arrive over time, and each request must be serviced in an
irrevocable manner before the next request arrives. Online algorithms with advice is an area …

Online computation with untrusted advice

S Angelopoulos, C Dürr, S Jin, S Kamali… - arXiv preprint arXiv …, 2019 - arxiv.org
The advice model of online computation captures the setting in which the online algorithm is
given some information concerning the request sequence. This paradigm allows to establish …

Online bin packing with predictions

S Angelopoulos, S Kamali, K Shadkami - Journal of Artificial Intelligence …, 2023 - jair.org
Bin packing is a classic optimization problem with a wide range of applications, from load
balancing to supply chain management. In this work, we study the online variant of the …

Cooperative parallel grouping genetic algorithm for the one-dimensional bin packing problem

T Kucukyilmaz, HE Kiziloz - Computers & Industrial Engineering, 2018 - Elsevier
Evolutionary algorithms have been reported to be efficient metaheuristics for the
optimization of several NP-Hard combinatorial optimization problems. In addition to their …

Online algorithms with advice: a survey

J Boyar, LM Favrholdt, C Kudahl, KS Larsen… - Acm Sigact News, 2016 - dl.acm.org
Online algorithms with advice is an area of research where one attempts to measure how
much knowledge of the future is necessary to achieve a given competitive ratio. The lower …

Towards reinforcing healthcare 4.0: a green real-time iiot scheduling and nesting architecture for COVID-19 large-scale 3d printing tasks

LR Darwish, MM Farag, MT El-Wakad - Ieee Access, 2020 - ieeexplore.ieee.org
With declaring the highly transmissible COVID-19 as a pandemic, an unprecedented strain
on healthcare infrastructures worldwide occurred. An enormous shortage in the personal …

[HTML][HTML] The string guessing problem as a method to prove lower bounds on the advice complexity

HJ Böckenhauer, J Hromkovič, D Komm, S Krug… - Theoretical Computer …, 2014 - Elsevier
The advice complexity of an online problem describes the additional information both
necessary and sufficient for online algorithms to compute solutions of a certain quality. In this …

[HTML][HTML] Online algorithms with advice for bin packing and scheduling problems

MP Renault, A Rosén, R van Stee - Theoretical Computer Science, 2015 - Elsevier
We consider the setting of online computation with advice and study the bin packing
problem and a number of scheduling problems. We show that it is possible, for any of these …

Randomization can be as helpful as a glimpse of the future in online computation

JW Mikkelsen - arXiv preprint arXiv:1511.05886, 2015 - arxiv.org
We provide simple but surprisingly useful direct product theorems for proving lower bounds
on online algorithms with a limited amount of advice about the future. As a consequence, we …

A QoS-guaranteed online user data deployment method in edge cloud computing environment

B Liu, S Meng, X Jiang, X Xu, L Qi, W Dou - Journal of Systems Architecture, 2021 - Elsevier
App vendors now have a new way to deploy applications on edge servers thanks to the rise
of edge cloud computing. App vendors will be able to deliver better services to users …