Online orchestration of collaborative caching for multi-bitrate videos in edge computing

S Yang, L Jiao, R Yahyapour… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… long-term cost minimization problem for caching videos at MEC, allowing joint exploitation of
caching decisions for adjacent time slots, we design a polynomial-time online orchestration

Online collaborative data caching in edge computing

X Xia, F Chen, Q He, J Grundy… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… We model this collaborative edge data caching problem (… We propose an online algorithm,
called CEDC-O, to solve this … , “AdaptSize: Orchestrating the hot object memory cache in a …

Distributed online learning of cooperative caching in edge cloud

X Lyu, C Ren, W Ni, H Tian, RP Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… Ayyash, “A provably efficient online collaborative caching algorithm for multicellcoordinated …
Tian, RP Liu, and YJ Guo, “Multitimescale decentralized online orchestration of software-…

Cross-Edge Orchestration of Serverless Functions with Probabilistic Caching

C Chen, M Herrera, G Zheng, L Xia… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… We propose an online probabilistic caching policy to orchestrate serverless containers in
edge computing, optimizing the system cost of the crossedge serverless system. The proposed …

Profitable cooperative region for distributed online edge caching

C Ren, X Lyu, W Ni, H Tian… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
online at http://… caching and the time needed to replenish the cache placement. By modeling
the time-varying popularity as a Markov process, both reactive and proactive online caching

Adaptive request scheduling and service caching for MEC-assisted IoT networks: An online learning approach

D Ren, X Gui, K Zhang - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
… Then, we propose a deep reinforcement learning (DRL)-based online algorithm to improve
the service latency reduction ratio and hit rate, which do not require a priori knowledge such …

Collaborative caching strategy for RL-based content downloading algorithm in clustered vehicular networks

X Bi, L Zhao - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
… cooperative online RL-based algorithm for coordinated multipoint (CoMP) joint transmission
in [14]. In this way, the content placement is updated online, and the optimal caching policy …

QoE-traffic optimization through collaborative edge caching in adaptive mobile video streaming

A Mehrabi, M Siekkinen, A Ylä-Jaaski - IEEE Access, 2018 - ieeexplore.ieee.org
… Using a self-tuning mechanism, we design an online greedy-based algorithm with performance
guarantee to solve the joint optimization problem. Inspired by the research study in [32], …

An online orchestration mechanism for general-purpose edge computing

X Shao, G Hasegawa, M Dong, Z Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… With cooperative caching, the ECP makes caching decisions with Alg. 3, while with non-cooperative
caching, each caching device caches the data with the highest popularities …

Edge caching and computation management for real-time internet of vehicles: An online and distributed approach

J Zhao, X Sun, Q Li, X Ma - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
… number of served requests by considering the collaborative service placement. However, this
… a distributed orchestration algorithm to coordinate resource allocation in an online manner, …