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VMTorrent: scalable P2P virtual machine streaming

Authors:

Dan RubensteinAuthors Info & Claims

CoNEXT '12: Proceedings of the 8th international conference on Emerging networking experiments and technologies

Pages 289 - 300

https://doi.org/10.1145/2413176.2413210

Published: 10 December 2012 Publication History

Abstract

Clouds commonly store Virtual Machine (VM) images on networked storage. This poses a serious potential scalability bottleneck as launching a single fresh VM instance requires, at minimum, several hundred MB of network reads. As this bottleneck occurs most severely during read-intensive launching of new VMs, we focus on scalably minimizing time to boot a VM and load its critical applications.

While effective scalable P2P streaming techniques for Video on Demand (VOD) scenarios where blocks arrive in-order and at constant rate are available, no techniques address scalable large-executable streaming. VM execution is non-deterministic, divergent, variable rate, and cannot miss blocks. VMTORRENT introduces a novel combination of block prioritization, profile-based execution prefetch, on-demand fetch, and decoupling of VM image presentation from underlying data-stream. VMTORRENT provides the first complete and effective solution to this growing scalability problem that is based on making better use of existing capacity, instead of throwing more hardware at it.

Supported by analytic modeling, we present comprehensive experimental evaluation of VMTORRENT on real systems at scale, demonstrating the effectiveness of VMTORRENT. We find that VMTORRENT supports comparable execution time to that achieved using local disk. VMTORRENT maintains this performance while scaling to 100 instances, providing up to 11x speedup over current state-of-the-art and 30x over traditional network storage.

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Cited By

Chen XGu CGao XShen YSun ZHuang H(2024)Virtual Machine Placement for Minimizing Image Retrieval Cost and Communication Cost in Cloud Data CenterIEEE Transactions on Network and Service Management10.1109/TNSM.2024.335114821:2(1998-2011)Online publication date: Apr-2024
https://doi.org/10.1109/TNSM.2024.3351148
Fei HZhang YWang WLi YXu HZhu HHao ZLi D(2022)Fast Provisioning of Virtual Machine Based on Intelligent Virtual Machine Image Prefetching2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta)10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00120(778-787)Online publication date: Dec-2022
https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00120
Fei HWang WChen YDing ZZhu HLiu YHao ZYu C(2022)A Cache-Aware Virtual Machine Placement With Network Constraints in Large-Scale Network Emulation2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys)10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00069(285-294)Online publication date: Dec-2022
https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00069
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Index Terms

VMTorrent: scalable P2P virtual machine streaming
1. Software and its engineering
  1. Software organization and properties
    1. Software system structures
      1. Distributed systems organizing principles
        Organizing principles for web applications

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Information

Published In

cover image ACM Conferences

CoNEXT '12: Proceedings of the 8th international conference on Emerging networking experiments and technologies

December 2012

384 pages

ISBN:9781450317757

DOI:10.1145/2413176

General Chairs:
Chadi Barakat
INRIA, Sophia Antipolis, France
,
Renata Teixeira
UPMC Sorbonne Universités and CNRS, Paris, France
,
Program Chairs:
K. K. Ramakrishnan
AT&T Labs Research, Florham Park, NJ, USA
,
Patrick Thiran
EPFL, Lausanne, Swizerland

Copyright © 2012 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 10 December 2012

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CoNEXT '12

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SIGCOMM

CoNEXT '12: Conference on emerging Networking Experiments and Technologies

December 10 - 13, 2012

Nice, France

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Overall Acceptance Rate 198 of 789 submissions, 25%

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Cited By

Chen XGu CGao XShen YSun ZHuang H(2024)Virtual Machine Placement for Minimizing Image Retrieval Cost and Communication Cost in Cloud Data CenterIEEE Transactions on Network and Service Management10.1109/TNSM.2024.335114821:2(1998-2011)Online publication date: Apr-2024
https://doi.org/10.1109/TNSM.2024.3351148
Fei HZhang YWang WLi YXu HZhu HHao ZLi D(2022)Fast Provisioning of Virtual Machine Based on Intelligent Virtual Machine Image Prefetching2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta)10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00120(778-787)Online publication date: Dec-2022
https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00120
Fei HWang WChen YDing ZZhu HLiu YHao ZYu C(2022)A Cache-Aware Virtual Machine Placement With Network Constraints in Large-Scale Network Emulation2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys)10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00069(285-294)Online publication date: Dec-2022
https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00069
潘瑭(2020)A Large-Scale Container Image Distribution Acceleration Model and its Implementation MethodComputer Science and Application10.12677/CSA.2020.101223710:12(2257-2269)Online publication date: 2020
https://doi.org/10.12677/CSA.2020.1012237
Luo SYu HLi KXing H(2020)Efficient File Dissemination in Data Center Networks With Priority-Based Adaptive MulticastIEEE Journal on Selected Areas in Communications10.1109/JSAC.2020.298661638:6(1161-1175)Online publication date: Jun-2020
https://doi.org/10.1109/JSAC.2020.2986616
Dhule CShrawankar U(2020)POF-SVLM: pareto optimized framework for seamless VM live migrationComputing10.1007/s00607-020-00815-8Online publication date: 16-May-2020
https://doi.org/10.1007/s00607-020-00815-8
Mahajan KMahajan SMisra VRubenstein D(2019)Exploiting content similarity to address cold start in container deploymentsProceedings of the 15th International Conference on emerging Networking EXperiments and Technologies10.1145/3360468.3366781(37-39)Online publication date: 9-Dec-2019
https://dl.acm.org/doi/10.1145/3360468.3366781
Li YAn BMa JCao D(2019)Comparison between Chunk-Based and Layer-Based Container Image Storage Approaches: an Empirical Study2019 IEEE International Conference on Service-Oriented System Engineering (SOSE)10.1109/SOSE.2019.00034(197-1975)Online publication date: Apr-2019
https://doi.org/10.1109/SOSE.2019.00034
Darrous JLambert TIbrahim S(2019)On the Importance of Container Image Placement for Service Provisioning in the Edge2019 28th International Conference on Computer Communication and Networks (ICCCN)10.1109/ICCCN.2019.8846920(1-9)Online publication date: Jul-2019
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Li HWang SRuan C(2019)A Fast Approach of Provisioning Virtual Machines by Using Image Content Similarity in CloudIEEE Access10.1109/ACCESS.2019.29075967(45099-45109)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2907596
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