Input Feature Engineering for Lstm-Based Vnf Resource Usage Prediction

A Resource Usage Prediction-Based Energy-Aware Scheduling Algorithm for Instance-Intensive Cloud Workflows

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Collaborative Computing: Networking, Applications and Worksharing ◽

10.1007/978-3-030-12981-1_44 ◽

2019 ◽

pp. 626-642

Author(s):

Zhibin Wang ◽

Yiping Wen ◽

Yu Zhang ◽

Jinjun Chen ◽

Buqing Cao

Keyword(s):

Scheduling Algorithm ◽

Resource Usage ◽

Energy Aware ◽

Energy Aware Scheduling ◽

Resource Usage Prediction

Download Full-text

Resource usage prediction for groups of dynamic image-processing tasks using Markov modeling

2009 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2009.4959987 ◽

2009 ◽

Cited By ~ 2

Author(s):

Rob Albers ◽

Eric Suijs ◽

Peter H.N. de With

Keyword(s):

Image Processing ◽

Markov Modeling ◽

Resource Usage ◽

Dynamic Image ◽

Resource Usage Prediction

Download Full-text

An Extensible Toolkit for Resource Usage Prediction in Clouds

2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) ◽

10.1109/ithings/greencom/cpscom/smartdata.2019.00096 ◽

2019 ◽

Author(s):

Yuan Wang ◽

Yiping Wen ◽

Yu Zhang ◽

Jinjun Chen

Keyword(s):

Resource Usage ◽

Resource Usage Prediction

Download Full-text

Resource usage prediction for application-layer multicast networks

Proceedings of the 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing ◽

10.1109/iccp.2010.5606397 ◽

2010 ◽

Author(s):

Genge Bela ◽

Haller Piroska

Keyword(s):

Resource Usage ◽

Application Layer Multicast ◽

Application Layer ◽

Multicast Networks ◽

Resource Usage Prediction

Download Full-text

A learning automata-based ensemble resource usage prediction algorithm for cloud computing environment

Future Generation Computer Systems ◽

10.1016/j.future.2017.09.049 ◽

2018 ◽

Vol 79 ◽

pp. 54-71 ◽

Cited By ~ 40

Author(s):

Ali Asghar Rahmanian ◽

Mostafa Ghobaei-Arani ◽

Sajjad Tofighy

Keyword(s):

Cloud Computing ◽

Learning Automata ◽

Prediction Algorithm ◽

Resource Usage ◽

Computing Environment ◽

Cloud Computing Environment ◽

Resource Usage Prediction

Download Full-text

A joint feature selection framework for multivariate resource usage prediction in cloud servers using stability and prediction performance

The Journal of Supercomputing ◽

10.1007/s11227-018-2510-7 ◽

2018 ◽

Vol 74 (11) ◽

pp. 6033-6068 ◽

Cited By ~ 5

Author(s):

Shaifu Gupta ◽

A. D. Dileep ◽

Timothy A. Gonsalves

Keyword(s):

Feature Selection ◽

Prediction Performance ◽

Resource Usage ◽

Selection Framework ◽

Resource Usage Prediction ◽

Cloud Servers

Download Full-text

GRU-ES: Resource Usage Prediction of Cloud Workloads Using a Novel Hybrid Method

2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc/smartcity/dss.2019.00175 ◽

2019 ◽

Cited By ~ 1

Author(s):

Yuming Cheng ◽

Chao Wang ◽

Huihuang Yu ◽

Yahui Hu ◽

Xuehai Zhou

Keyword(s):

Hybrid Method ◽

Resource Usage ◽

Cloud Workloads ◽

Resource Usage Prediction

Download Full-text

Online adaptation models for resource usage prediction in cloud network

2017 Twenty-third National Conference on Communications (NCC) ◽

10.1109/ncc.2017.8077082 ◽

2017 ◽

Cited By ~ 1

Author(s):

Shaifu Gupta ◽

Dileep Aroor Dinesh

Keyword(s):

Resource Usage ◽

Online Adaptation ◽

Resource Usage Prediction ◽

Cloud Network

Download Full-text

RESOURCE USAGE PREDICTION BASED ON ARIMA-ARCH MODEL FOR VIRTUALIZED SERVER SYSTEM

International Journal of Geomate ◽

10.21660/2017.33.2854 ◽

2017 ◽

Author(s):

Biju R Mohan

Keyword(s):

Arch Model ◽

Resource Usage ◽

Resource Usage Prediction ◽

Server System

Download Full-text

A DBN-Based Ensemble Method for Resource Usage Prediction in Clouds

Advances in Intelligent Systems and Computing - International Conference on Applications and Techniques in Cyber Intelligence ATCI 2019 ◽

10.1007/978-3-030-25128-4_116 ◽

2019 ◽

pp. 943-950 ◽

Cited By ~ 1

Author(s):

Yuan Wang ◽

Yiping Wen ◽

Yu Zhang ◽

Jinjun Chen

Keyword(s):

Ensemble Method ◽

Resource Usage ◽

Resource Usage Prediction

Download Full-text