A load balancing algorithm in multi-tenancy environment

Tao Zhao; Hailong Sun; Yu Tang; Xudong Liu

doi:10.1145/2541614.2541631

A load balancing algorithm in multi-tenancy environment

Tao Zhao
, Hailong Sun
, Yu Tang
, Xudong Liu

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Multi-tenancy brings new challenges to load balancing, since it incurs resource competition and different QoS requirements of hosted applications. Therefore, servers with multiple deployed applications need a proper request scheduling policy to guarantee their quality of service, e.g., response time. However, when under heavy loads, mean response time of some applications may become too high to be acceptable due to the mutual intervention among tenants. In this work, we propose a new load balancing algorithm, "Server Throughput Restriction(STR)", based on M/G/s/s+r queueing model, in order to guarantee each application's mean response time.

Original language	English
Title of host publication	Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013
DOIs	https://doi.org/10.1145/2541614.2541631
State	Published - 2013
Event	Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013 - Beijing, China Duration: 9 Dec 2013 → 9 Dec 2013

Publication series

Name	Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013

Conference

Conference	Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013
Country/Territory	China
City	Beijing
Period	9/12/13 → 9/12/13

Keywords

cloud computing
load balancing
multi-tenancy

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10.1145/2541614.2541631

Cite this

Zhao, T., Sun, H., Tang, Y., & Liu, X. (2013). A load balancing algorithm in multi-tenancy environment. In Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013 (Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013). https://doi.org/10.1145/2541614.2541631

@inproceedings{bececcfd05a24a0195da8480a74953c0,

title = "A load balancing algorithm in multi-tenancy environment",

abstract = "Multi-tenancy brings new challenges to load balancing, since it incurs resource competition and different QoS requirements of hosted applications. Therefore, servers with multiple deployed applications need a proper request scheduling policy to guarantee their quality of service, e.g., response time. However, when under heavy loads, mean response time of some applications may become too high to be acceptable due to the mutual intervention among tenants. In this work, we propose a new load balancing algorithm, {"}Server Throughput Restriction(STR){"}, based on M/G/s/s+r queueing model, in order to guarantee each application's mean response time.",

keywords = "cloud computing, load balancing, multi-tenancy",

author = "Tao Zhao and Hailong Sun and Yu Tang and Xudong Liu",

year = "2013",

doi = "10.1145/2541614.2541631",

language = "英语",

isbn = "9781450325493",

series = "Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013",

booktitle = "Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013",

note = "Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013 ; Conference date: 09-12-2013 Through 09-12-2013",

}

Zhao, T, Sun, H, Tang, Y & Liu, X 2013, A load balancing algorithm in multi-tenancy environment. in Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013. Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013, Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013, Beijing, China, 9/12/13. https://doi.org/10.1145/2541614.2541631

A load balancing algorithm in multi-tenancy environment. / Zhao, Tao; Sun, Hailong; Tang, Yu et al.
Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013. 2013. (Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - A load balancing algorithm in multi-tenancy environment

AU - Zhao, Tao

AU - Sun, Hailong

AU - Tang, Yu

AU - Liu, Xudong

PY - 2013

Y1 - 2013

N2 - Multi-tenancy brings new challenges to load balancing, since it incurs resource competition and different QoS requirements of hosted applications. Therefore, servers with multiple deployed applications need a proper request scheduling policy to guarantee their quality of service, e.g., response time. However, when under heavy loads, mean response time of some applications may become too high to be acceptable due to the mutual intervention among tenants. In this work, we propose a new load balancing algorithm, "Server Throughput Restriction(STR)", based on M/G/s/s+r queueing model, in order to guarantee each application's mean response time.

AB - Multi-tenancy brings new challenges to load balancing, since it incurs resource competition and different QoS requirements of hosted applications. Therefore, servers with multiple deployed applications need a proper request scheduling policy to guarantee their quality of service, e.g., response time. However, when under heavy loads, mean response time of some applications may become too high to be acceptable due to the mutual intervention among tenants. In this work, we propose a new load balancing algorithm, "Server Throughput Restriction(STR)", based on M/G/s/s+r queueing model, in order to guarantee each application's mean response time.

KW - cloud computing

KW - load balancing

KW - multi-tenancy

UR - https://www.scopus.com/pages/publications/84892529464

U2 - 10.1145/2541614.2541631

DO - 10.1145/2541614.2541631

M3 - 会议稿件

AN - SCOPUS:84892529464

SN - 9781450325493

T3 - Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013

BT - Proceedings of the Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013

T2 - Demo and Poster Track of ACM/IFIP/USENIX International Middleware Conference, MiddlewareDPT 2013

Y2 - 9 December 2013 through 9 December 2013

ER -

A load balancing algorithm in multi-tenancy environment

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