Cost-Aware Cloud Profiling, Prediction, and Provisioning as a Service

被引：18
|
作者：
Chard, Ryan [1 ]
Chard, Kyle [1 ,2 ]
Wolski, Rich [3 ]
Madduri, Ravi [4 ,5 ]
Ng, Bryan [6 ]
Bubendorfer, Kris [7 ]
Foster, Ian [1 ,2 ]
机构：
[1] Argonne Natl Lab, Argonne, IL 60439 USA
[2] Univ Chicago, Chicago, IL 60637 USA
[3] Univ Calif Santa Barbara, Santa Barbara, CA 93106 USA
[4] Univ Chicago, Computat Inst, Chicago, IL 60637 USA
[5] Argonne Natl Lab, Math & Comp Sci Div, Argonne, IL 60439 USA
[6] Victoria Univ Wellington, Wellington, New Zealand
[7] Victoria Univ Wellington, Network Engn, Wellington, New Zealand
来源：
IEEE CLOUD COMPUTING | 2017年 / 4卷 / 04期
关键词：
application profiling; cloud market prediction; cloud provisioning; multicloud;
D O I：
10.1109/MCC.2017.3791025
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Here we present Scalable Cost-Aware Cloud Infrastructure Management and Provisioning (SCRIMP)a service-based system that enables application developers and users to reliably outsource the task of provisioning cloud infrastructure. We show that by understanding application requirements, predicting dynamic market conditions, and automatically provisioning infrastructure according to user-defined policies and real-time conditions that our approaches can reduce costs by an order of magnitude when using commercial clouds while also improving execution performance and efficiency.
引用
收藏
页码：48 / 59
页数：12
相关论文
共 50 条
  • [1] Cost-Aware Cloud Provisioning
    Chard, Ryan
    Chard, Kyle
    Bubendorfer, Kris
    Lacinski, Lukasz
    Madduri, Ravi
    Foster, Ian
    [J]. 2015 IEEE 11TH INTERNATIONAL CONFERENCE ON E-SCIENCE, 2015, : 136 - 144
  • [2] A Cost-aware Elasticity Provisioning System for the Cloud
    Sharma, Upendra
    Shenoy, Prashant
    Sahu, Sambit
    Shaikh, Anees
    [J]. 31ST INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2011), 2011, : 559 - 570
  • [3] Cost-Aware Elastic Cloud Provisioning for Scientific Workloads
    Chard, Ryan
    Chard, Kyle
    Bubendorfer, Kris
    Lacinski, Lukasz
    Madduri, Ravi
    Foster, Ian
    [J]. 2015 IEEE 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, 2015, : 971 - 974
  • [4] A cost-aware mechanism for optimized resource provisioning in cloud computing
    Ghasemi, Safiye
    Meybodi, Mohammad Reza
    Fooladi, Mehdi Dehghan Takht
    Rahmani, Amir Masoud
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2018, 21 (02): : 1381 - 1394
  • [5] A cost-aware mechanism for optimized resource provisioning in cloud computing
    Safiye Ghasemi
    Mohammad Reza Meybodi
    Mehdi Dehghan Takht Fooladi
    Amir Masoud Rahmani
    [J]. Cluster Computing, 2018, 21 : 1381 - 1394
  • [6] Elastic Provisioning of Cloud Caches: a Cost-aware TTL Approach
    Carra, Damiano
    Neglia, Giovanni
    Michiardi, Pietro
    [J]. PROCEEDINGS OF THE 2018 ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC '18), 2018, : 526 - 526
  • [7] Elastic Provisioning of Cloud Caches: A Cost-Aware TTL Approach
    Carra, Damiano
    Neglia, Giovanni
    Michiardi, Pietro
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2020, 28 (03) : 1283 - 1296
  • [8] Cost-aware Workload Dispatching and Server Provisioning for Distributed Cloud Data Centers
    Fang, Weiwei
    Zhou, Quan
    An, Yuan
    Li, Yangchun
    Zhang, Huijing
    [J]. INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2013, 6 (05): : 51 - 60
  • [9] Cost-Aware Cloud Metering with Scalable Service Management Infrastructure
    Anwar, Ali
    Sailer, Anca
    Kochut, Andrzej
    Schulz, Charles O.
    Segal, Alla
    Butt, Ali R.
    [J]. 2015 IEEE 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, 2015, : 285 - 292
  • [10] Cost-Aware Cloud Service Request Scheduling for SaaS Providers
    Liu, Zhipiao
    Wang, Shangguang
    Sun, Qibo
    Zou, Hua
    Yang, Fangchun
    [J]. COMPUTER JOURNAL, 2014, 57 (02): : 291 - 301
12345