Modeling Service Execution on Data Centers for Energy Efficiency and Quality of Service Monitoring

被引：4
|
作者：
Vitali, Monica [1 ]
O'Reilly, Una-May [2 ]
Veeramachaneni, Kalyan [2 ]
机构：
[1] Politecn Milan, DEIB, I-20133 Milan, Italy
[2] MIT, CSAIL, Cambridge, MA USA
来源：
2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013) | 2013年
关键词：
Model; energy efficiency; quality of service; data center; estimation; business process; virtualization;
D O I：
10.1109/SMC.2013.25
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This work provides a system modeling approach to describe a virtualized data center environment running a business process. This model allows the collection of simulation data at different workload rates that can be used as a dataset for reasoning about quality of service and energy efficiency issues related to the process. The model overcomes the issue of obtaining real data from data center administrators and collecting relevant information needed for studying the process behavior. The model is flexible and can be used to model data centers of different dimensions and characteristics. It can also be used for "what-if" analysis about the system configuration, predicting the outcome of a modification over energy efficiency and quality of service.
引用
收藏
页码：103 / 108
页数：6
相关论文
共 50 条
  • [31] Energy Efficiency of a Network per Service
    Yoro, Wilfried
    El Tabach, Mamdouh
    Ennajjary, Taoufik
    Gati, Azeddinc
    Chahed, Tijani
    2017 15TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS NETWORKS (WIOPT), 2017,
  • [32] Quality of Service Conflict During Web Service Monitoring: A Case Study
    Ruiz, Jael Zela
    Rubira, Cecilia M.
    ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, 2016, 321 : 113 - 127
  • [33] Managing Overloaded Hosts for Dynamic Consolidation of Virtual Machines in Cloud Data Centers under Quality of Service Constraints
    Beloglazov, Anton
    Buyya, Rajkumar
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2013, 24 (07) : 1366 - 1379
  • [34] QoS modeling and automatic generation from SoaML service models for business process execution
    Delgado, Andrea
    2015 IEEE 12TH INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2015), 2015, : 522 - 529
  • [35] Energy consumption modeling and prediction in the cloud data centers
    Diouani S.
    Medromi H.
    Journal of Engineering Science and Technology Review, 2020, 13 (03) : 224 - 234
  • [36] Heterogeneous Computing and Infrastructure for Energy Efficiency in Microsoft Data Centers
    Chiou, Derek
    ISLPED '16: PROCEEDINGS OF THE 2016 INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, 2016, : 150 - 151
  • [37] A review of energy efficiency evaluation technologies in cloud data centers
    Long, Saiqin
    Li, Yuan
    Huang, Jinna
    Li, Zhetao
    Li, Yanchun
    ENERGY AND BUILDINGS, 2022, 260
  • [38] Energy-Efficient IoT Service Brokering with Quality of Service Support
    Tanganelli, Giacomo
    Mingozzi, Enzo
    SENSORS, 2019, 19 (03)
  • [39] Fault tolerance and quality of service aware virtual machine scheduling algorithm in cloud data centers
    Heyang Xu
    Sen Xu
    Wei Wei
    Naixuan Guo
    The Journal of Supercomputing, 2023, 79 : 2603 - 2625
  • [40] Load Prediction for Data Centers Based on Database Service
    Cao, Rui
    Yu, Zhaoyang
    Marbach, Trent
    Li, Jing
    Wang, Gang
    Liu, Xiaoguang
    2018 IEEE 42ND ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1, 2018, : 728 - 737
12345