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A hybrid local storage transfer scheme for live migration of I/O intensive workloads

Bogdan Nicolae, Franck Cappello
2012 Proceedings of the 21st international symposium on High-Performance Parallel and Distributed Computing - HPDC '12  
It relies on a hybrid active push / prioritized prefetch strategy, which makes it highly resilient to rapid changes of disk state exhibited by I/O intensive workloads.  ...  on live migration: it needs to handle storage transfer in addition to memory transfer.  ...  Acknowledgments We thank Eugen Feller for his remarks on the usefulness of live migration in the context of power management.  ... 
doi:10.1145/2287076.2287088 dblp:conf/hpdc/NicolaeC12 fatcat:ndsi7pjl2bexrmzjyxk5esezqi

Managing Data-Intensive Workloads in a Cloud [chapter]

R. Mian, P. Martin, A. Brown, M. Zhang
2011 Grid and Cloud Database Management  
I/O sharing by VMs is problematic, and flash memory will decrease I/O interference [2] . Q13. Ahat is gang scheduling?  ...  It is possible to have workload manager that uses scaling and migration in a hybrid-cloud setup.  ... 
doi:10.1007/978-3-642-20045-8_12 fatcat:dqm74krsijfqrfqlfkxihixmzu

Triple-L: Improving CPS Disk I/O Performance in a Virtualized NAS Environment

Dingding Li, Mianxiong Dong, Yong Tang, Laurence T. Yang, Kaoru Ota, Gansen Zhao
2017 IEEE Systems Journal  
The experimental result shows that our work can effectively improve the disk I/O performance of VMs. Meanwhile, it brings moderate overhead for VM live migration.  ...  In such a way, a VM disk I/O request may be proceeded locally in NAS client, instead of walking the external networking path repetitively between NAS server and client.  ...  VM Live Migration Compared with the original NAS architecture, Triple-L complicates the procedure of VM live migration [23] in that local sub-files in Log-Split and Local-Swap are both required to transferred  ... 
doi:10.1109/jsyst.2015.2456038 fatcat:ojsulcpsyrgxbjkzjgohlxsbya

Interdomain I/O Optimization in Virtualized Sensor Networks

Congfeng Jiang, Tiantian Fan, Yeliang Qiu, Hongyuan Wu, Jilin Zhang, Neal Xiong, Jian Wan
2018 Sensors  
O (Input/Output) performance of involved VMs.  ...  For those VMs that reside in the same hardware, frequent interdomain data transfers are invoked for data analytics, and sensor collaboration and actuation.  ...  [62] proposed Raccoon, a network I/O allocation framework for a workload-aware VM scheduling algorithm, to facilitate hybrid I/O workloads in virtual environments.  ... 
doi:10.3390/s18124395 fatcat:fsjvkj3wcrft5pujzaymrqzyyi

FlexIO: I/O Middleware for Location-Flexible Scientific Data Analytics

Fang Zheng, Hongbo Zou, Greg Eisenhauer, Karsten Schwan, Matthew Wolf, Jai Dayal, Tuan-Anh Nguyen, Jianting Cao, Hasan Abbasi, Scott Klasky, Norbert Podhorszki, Hongfeng Yu
2013 2013 IEEE 27th International Symposium on Parallel and Distributed Processing  
There are several options to place data analytics along the I/O path: on compute nodes, on separate nodes dedicated to analytics, or after data is stored on persistent storage.  ...  Various placement policies can be built on top of FlexIO to exploit the trade-offs in performing analytics at different levels of the I/O hierarchy.  ...  Department of Energy, and Center for Exascale Simulation of Combustion in Turbulence (ExaCT), U.S. Department of Energy.  ... 
doi:10.1109/ipdps.2013.46 dblp:conf/ipps/ZhengZESWDNCAKPY13 fatcat:uogj5f6yvfhbtcmvccrqjybhoe

A survey on virtual machine migration and server consolidation frameworks for cloud data centers

Raja Wasim Ahmad, Abdullah Gani, Siti Hafizah Ab. Hamid, Muhammad Shiraz, Abdullah Yousafzai, Feng Xia
2015 Journal of Network and Computer Applications  
Through a meticulous literature review of state-of-the-art live VM migration schemes, thematic taxonomies are proposed to categorize the reported literature.  ...  The critical aspects of virtual machine migration schemes are investigated through a comprehensive analysis of the existing schemes.  ...  Acknowledgment This work is fully sponsored by Bright Spark Unit and partially sponsored by the Malaysian Ministry of Education under the High Impact Research Grant of University Malaya UM.C/625/1/HIR/  ... 
doi:10.1016/j.jnca.2015.02.002 fatcat:2llyxnuvdjbetgfsooejhy2lwa

Level Aware Data Placement Technique for Hybrid NAND Flash Storage of Log-Structured Merge-Tree Based Key-Value Store System

Joonyong Jeong, Jaewook Kwak, Daeyong Lee, Seungdo Choi, Jungkeol Lee, Jungwook Choi, Yong Ho Song, Yong Ho Song
2020 IEEE Access  
, and a data-relocation method to migrate long-lived data from the fast NAND region to another NAND region.  ...  Experimental results indicate that the proposed method reduces the average I/O latency by an average of 12% and increases the device durability by an average of 22%.  ...  The x-axis represents the applied schemes, and the y-axis denotes the ratio of data I/O size of the three NAND I/O operations relative to the total NAND I/O size.  ... 
doi:10.1109/access.2020.3031322 fatcat:nfxri4urxjeoxljrvsysul2ixu

Live Virtual Machine Migration via Asynchronous Replication and State Synchronization

Haikun Liu, Hai Jin, Xiaofei Liao, Chen Yu, Cheng-Zhong Xu
2011 IEEE Transactions on Parallel and Distributed Systems  
The results also show that for a variety of workloads migrated across WANs, the migration downtime is less than 300 milliseconds.  ...  Live migration of virtual machines (VM) across physical hosts provides a significant new benefit for administrators of data centers and clusters.  ...  Even I/O intensive workloads (e.g., dynamic web applications) would generate log traffic at a rate of hundreds of kilobyte per second.  ... 
doi:10.1109/tpds.2011.86 fatcat:nhkrlmejevckba74nr6rabxc7q

Adaptive Live VM Migration over a WAN: Modeling and Implementation

Weida Zhang, King Tin Lam, Cho Li Wang
2014 2014 IEEE 7th International Conference on Cloud Computing  
Various strategies have been proposed for fast VM live migration over a local-area network (LAN). The most common solution uses memory pre-copying and assumes storage is shared on the LAN.  ...  This paper proposes a three-phase, fractional, hybrid pre-copy and post-copy solution for both memory and storage to achieve highly adaptive and responsive WAN-wide migration.  ...  In general, the accuracy of We also evaluate the prediction of storage access based on an I/O-intensive program-SysBench [16] .  ... 
doi:10.1109/cloud.2014.57 dblp:conf/IEEEcloud/ZhangLW14 fatcat:yk6uszievnhi3cbm7nxqowepye

Accelerating Batch Analytics with Residual Resources from Interactive Clouds

R. Benjamin Clay, Zhiming Shen, Xiaosong Ma
2013 2013 IEEE 21st International Symposium on Modelling, Analysis and Simulation of Computer and Telecommunication Systems  
RHIC builds ad-hoc clusters for running throughput-oriented "background" workloads using a hybrid of residual and dedicated resources.  ...  Our results show that RHIC finds near-ideal cluster sizes and compositions across a wide range of workload/goal combinations.  ...  This work has been supported in part by NSF grants 0546301 (CAREER), 0915861, and 0958311, two IBM Faculty Awards, a Graduate Merit Award from the College of Engineering at NC State University, as well  ... 
doi:10.1109/mascots.2013.63 dblp:conf/mascots/ClaySM13 fatcat:ksz5rdsbnna5rjlkc2ubd2n6fi

Building and scaling virtual clusters with residual resources from interactive clouds

R. Benjamin Clay, Zhiming Shen, Xiaosong Ma
2013 Proceedings of the 22nd international symposium on High-performance parallel and distributed computing - HPDC '13  
RHIC builds adhoc clusters for running throughput-oriented "background" workloads using a hybrid of residual and dedicated resources.  ...  Our results show that RHIC finds near-ideal cluster sizes/compositions across 28 workload/goal combinations, with 5% average error for cost minimization and 3% for energy, relative to exhaustive searches  ...  I/O-intensive.  ... 
doi:10.1145/2493123.2462927 fatcat:h6kgbrs6c5cwhnjjfkxys4pcxu

Post-copy based live virtual machine migration using adaptive pre-paging and dynamic self-ballooning

Michael R. Hines, Kartik Gopalan
2009 Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments - VEE '09  
Finally, we eliminate the transfer of free memory pages in both migration schemes through a dynamic self-ballooning (DSB) mechanism.  ...  We present the design, implementation, and evaluation of post-copy based live migration for virtual machines (VMs) across a Gigabit LAN.  ...  As with pre-copy, this scheme can perform well for read-intensive workloads. Yet it also provides deterministic total migration time for write-intensive workloads, as with post-copy.  ... 
doi:10.1145/1508293.1508301 dblp:conf/vee/HinesG09 fatcat:5u7uawhw4rfjhmno64vtjx2xr4

An overview of virtual machine live migration techniques

Artan Mazrekaj, Shkelzen Nuza, Mimoza Zatriqi, Vlera Alimehaj
2019 International Journal of Electrical and Computer Engineering (IJECE)  
In a cloud computing the live migration of virtual machines shows a process of moving a running virtual machine from source physical machine to the destination, considering the CPU, memory, network, and  ...  storage states.  ...  It is concluded that precopy could be considered as a better approach for read intensive workload, and post-copy for write intensive or large memory workload. Hines et.al.  ... 
doi:10.11591/ijece.v9i5.pp4433-4440 fatcat:rekdvi25dbar5ofjioffes4phi

A critical survey of live virtual machine migration techniques

Anita Choudhary, Mahesh Chandra Govil, Girdhari Singh, Lalit K. Awasthi, Emmanuel S. Pilli, Divya Kapil
2017 Journal of Cloud Computing: Advances, Systems and Applications  
We first classify the types of Live VM migration (single, multiple and hybrid).  ...  CPU, memory and storage data is transferred during the process of VM migration and we identify the category of data that needs to be transferred in each case.  ...  Acknowledgements We are thankful to anonymous reviewers for their valuable feedback and comments for improving the quality of the manuscript. Funding Not applicable.  ... 
doi:10.1186/s13677-017-0092-1 fatcat:hkfxsyc3wfejjpvezgjow2hrmq

Post-copy live migration of virtual machines

Michael R. Hines, Umesh Deshpande, Kartik Gopalan
2009 ACM SIGOPS Operating Systems Review  
1 We present the design, implementation, and evaluation of post-copy based live migration for virtual machines (VMs) across a Gigabit LAN.  ...  Using a range of VM workloads we show that post-copy improves several metrics including pages transferred, total migration time, and network overhead.  ...  This paper presented the design and implementation of a post-copy technique for live migration of virtual machines.  ... 
doi:10.1145/1618525.1618528 fatcat:cxv6du3lvfhapikorj6xkr3dda
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