Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines
In virtualization environments, static memory allocation for virtual machines (VMs) can lead to severe service level agreement (SLA) violations or inefficient use of memory. Dynamic memory allocation mechanisms such as ballooning and memory hotplug were proposed to handle the dynamics of memory dema...
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sg-ntu-dr.10356-1042102020-05-28T07:17:53Z Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines Liu, Haikun Jin, Hai Liao, Xiaofei Deng, Wei He, Bingsheng Xu, Cheng-Zhong School of Computer Engineering DRNTU::Engineering::Computer science and engineering In virtualization environments, static memory allocation for virtual machines (VMs) can lead to severe service level agreement (SLA) violations or inefficient use of memory. Dynamic memory allocation mechanisms such as ballooning and memory hotplug were proposed to handle the dynamics of memory demands. However, these mechanisms so far have not been quantitively or comparatively studied. In this paper, we first develop a runtime system called U-tube, which provides a framework to adopt memory hotplug or ballooning for dynamic memory allocation. We then implement fine-grained memory hotplug in Xen. We demonstrate the effectiveness of U-tube for dynamic memory management through two case studies: dynamic memory balancing and memory overcommitment. With these two case studies, we make a quantitative comparison between memory hotplug and ballooning. The experiments show that there is no absolute winner for different scenarios. Our findings can be very useful for practitioners to choose the suitable dynamic memory management techniques in different scenarios. 2014-05-22T09:10:26Z 2019-12-06T21:28:28Z 2014-05-22T09:10:26Z 2019-12-06T21:28:28Z 2013 2013 Journal Article Liu, H., Jin, H., Liao, X., Deng, W., He, B., & Xu, C.-Z. (2013). Hotplug or Ballooning: A Comparative Study on Dynamic Memory Management Techniques for Virtual Machines. IEEE Transactions on Parallel and Distributed Systems, PP(99), 1. https://hdl.handle.net/10356/104210 http://hdl.handle.net/10220/19436 10.1109/TPDS.2014.2320915 179536 en IEEE transactions on parallel and distributed systems © IEEE 2013. |
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DRNTU::Engineering::Computer science and engineering Liu, Haikun Jin, Hai Liao, Xiaofei Deng, Wei He, Bingsheng Xu, Cheng-Zhong Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines |
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In virtualization environments, static memory allocation for virtual machines (VMs) can lead to severe service level agreement (SLA) violations or inefficient use of memory. Dynamic memory allocation mechanisms such as ballooning and memory hotplug were proposed to handle the dynamics of memory demands. However, these mechanisms so far have not been quantitively or comparatively studied. In this paper, we first develop a runtime system called U-tube, which provides a framework to adopt memory hotplug or ballooning for dynamic memory allocation. We then implement fine-grained memory hotplug in Xen. We demonstrate the effectiveness of U-tube for dynamic memory management through two case studies: dynamic memory balancing and memory overcommitment. With these two case studies, we make a quantitative comparison between memory hotplug and ballooning. The experiments show that there is no absolute winner for different scenarios. Our findings can be very useful for practitioners to choose the suitable dynamic memory management techniques in different scenarios. |
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School of Computer Engineering |
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School of Computer Engineering Liu, Haikun Jin, Hai Liao, Xiaofei Deng, Wei He, Bingsheng Xu, Cheng-Zhong |
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Article |
author |
Liu, Haikun Jin, Hai Liao, Xiaofei Deng, Wei He, Bingsheng Xu, Cheng-Zhong |
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Liu, Haikun |
title |
Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines |
title_short |
Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines |
title_full |
Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines |
title_fullStr |
Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines |
title_full_unstemmed |
Hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines |
title_sort |
hotplug or ballooning : a comparative study on dynamic memory management techniques for virtual machines |
publishDate |
2014 |
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https://hdl.handle.net/10356/104210 http://hdl.handle.net/10220/19436 |
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