Optimal edge user allocation in edge computing with variable sized vector bin packing
In mobile edge computing, edge servers are geographically distributed around base stations
placed near end-users to provide highly accessible and efficient computing capacities and …
placed near end-users to provide highly accessible and efficient computing capacities and …
Mobility-aware and migration-enabled online edge user allocation in mobile edge computing
Q Peng, Y Xia, Z Feng, J Lee, C Wu… - … Conference on Web …, 2019 - ieeexplore.ieee.org
The rapid development of mobile communication technologies prompts the emergence of
mobile edge computing (MEC). As the key technology toward 5th generation (5G) wireless …
mobile edge computing (MEC). As the key technology toward 5th generation (5G) wireless …
A discrete PSO-based static load balancing algorithm for distributed simulations in a cloud environment
Z Miao, P Yong, Y Mei, Y Quanjun, X Xu - Future Generation Computer …, 2021 - Elsevier
It is vital to balance the computation and communication load for the satisfactory
performance of large-scale parallel and distributed simulations deployed on shared …
performance of large-scale parallel and distributed simulations deployed on shared …
Smart elastic scheduling algorithm for virtual machine migration in cloud computing
Cloud Computing has the facility to transform a large part of information technology into
services in which computer resources are virtualized and made available as a utility service …
services in which computer resources are virtualized and made available as a utility service …
Deep reinforcement learning enhanced greedy optimization for online scheduling of batched tasks in cloud HPC systems
Y Yang, H Shen - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
In a large cloud data center HPC system, a critical problem is how to allocate the submitted
tasks to heterogeneous servers that will achieve the goal of maximizing the system's gain …
tasks to heterogeneous servers that will achieve the goal of maximizing the system's gain …
Dynamic Bin Packing with Predictions
M Liu, X Tang - Proceedings of the ACM on Measurement and Analysis …, 2022 - dl.acm.org
The MinUsageTime Dynamic Bin Packing (DBP) problem aims to minimize the accumulated
bin usage time for packing a sequence of items into bins. It is often used to model job …
bin usage time for packing a sequence of items into bins. It is often used to model job …
Efficient flow-based scheduling for geo-distributed simulation tasks in collaborative edge and cloud environments
Z Miao, P Yong, Z Jiancheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Edge computing is a good complement to cloud computing for deploying large-scale geo-
distributed simulation applications, which are very sensitive to the communication delay …
distributed simulation applications, which are very sensitive to the communication delay …
Towards minimizing resource usage with QoS guarantee in cloud gaming
Cloud gaming has been very popular recently, but providing satisfactory gaming
experiences to players at a modest cost is still challenging. Colocating several games onto …
experiences to players at a modest cost is still challenging. Colocating several games onto …
Cocg: Fine-grained cloud game co-location on heterogeneous platform
Cloud games have received widespread attention and exponential growth recently as a key
technology for building metaverse. Unlike general tasks in the cloud, the scene-complex …
technology for building metaverse. Unlike general tasks in the cloud, the scene-complex …
Brief announcement: Dynamic vector bin packing for online resource allocation in the cloud
Several cloud-based applications, such as cloud gaming, rent servers to execute jobs which
arrive in an online fashion. Each job has a resource demand, such as GPU requirement, and …
arrive in an online fashion. Each job has a resource demand, such as GPU requirement, and …