ADSC: Application-driven storage control for energy efficiency

Cinzia Cappiello; Alicia Hinostroza; Barbara Pernici; Mariagiovanna Sami; Ealan Henis; Ronen Kat; Kalman Meth; Marcello Mura

doi:10.1007/978-3-642-23447-7_15

ADSC: Application-driven storage control for energy efficiency

Cinzia Cappiello
, Alicia Hinostroza
, Barbara Pernici
, Mariagiovanna Sami
, Ealan Henis
, Ronen Kat
, Kalman Meth
, Marcello Mura

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

3 Scopus citations

Abstract

While performance and quality of service are the main criteria for application data management on storage units, energy efficiency is increasingly being stated as an additional criterion for evaluation. Due to the increasing energy consumption of storage subsystems, improving their energy efficiency is an important issue. In this paper we present a novel approach to storage management whereby both mid-level (file placement) and low level (disk mode) aspects are controlled, in a tiered storage architecture. The proposed mechanism is based on policies, and it is implemented via fuzzy logic rules, in contrast to attempting to build a model of the storage subsystem. The inputs to the storage management system are high level (application), mid level (file system) and low level (disk access patterns) information. The effectiveness of our approach has been validated by means of a case study using a TPC-C benchmark modified to access file level data. Results from this simulation are presented.

Original language	English
Title of host publication	Information and Communication on Technology for the Fight Against Global Warming - First International Conference, ICT-GLOW 2011, Proceedings
Pages	165-179
Number of pages	15
DOIs	https://doi.org/10.1007/978-3-642-23447-7_15
State	Published - 20 Sep 2011
Externally published	Yes
Event	1st International Conference on Information and Communication on Technology for the Fight Against Global Warming, ICT-GLOW 2011 - Toulouse, France Duration: 30 Aug 2011 → 31 Aug 2011

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6868 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	1st International Conference on Information and Communication on Technology for the Fight Against Global Warming, ICT-GLOW 2011
Country/Territory	France
City	Toulouse
Period	30/08/11 → 31/08/11

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-23447-7_15

Cite this

Cappiello, C., Hinostroza, A., Pernici, B., Sami, M., Henis, E., Kat, R., Meth, K., & Mura, M. (2011). ADSC: Application-driven storage control for energy efficiency. In Information and Communication on Technology for the Fight Against Global Warming - First International Conference, ICT-GLOW 2011, Proceedings (pp. 165-179). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6868 LNCS). https://doi.org/10.1007/978-3-642-23447-7_15

Cappiello, Cinzia ; Hinostroza, Alicia ; Pernici, Barbara et al. / ADSC : Application-driven storage control for energy efficiency. Information and Communication on Technology for the Fight Against Global Warming - First International Conference, ICT-GLOW 2011, Proceedings. 2011. pp. 165-179 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "ADSC: Application-driven storage control for energy efficiency",

abstract = "While performance and quality of service are the main criteria for application data management on storage units, energy efficiency is increasingly being stated as an additional criterion for evaluation. Due to the increasing energy consumption of storage subsystems, improving their energy efficiency is an important issue. In this paper we present a novel approach to storage management whereby both mid-level (file placement) and low level (disk mode) aspects are controlled, in a tiered storage architecture. The proposed mechanism is based on policies, and it is implemented via fuzzy logic rules, in contrast to attempting to build a model of the storage subsystem. The inputs to the storage management system are high level (application), mid level (file system) and low level (disk access patterns) information. The effectiveness of our approach has been validated by means of a case study using a TPC-C benchmark modified to access file level data. Results from this simulation are presented.",

author = "Cinzia Cappiello and Alicia Hinostroza and Barbara Pernici and Mariagiovanna Sami and Ealan Henis and Ronen Kat and Kalman Meth and Marcello Mura",

year = "2011",

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Cappiello, C, Hinostroza, A, Pernici, B, Sami, M, Henis, E, Kat, R, Meth, K & Mura, M 2011, ADSC: Application-driven storage control for energy efficiency. in Information and Communication on Technology for the Fight Against Global Warming - First International Conference, ICT-GLOW 2011, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6868 LNCS, pp. 165-179, 1st International Conference on Information and Communication on Technology for the Fight Against Global Warming, ICT-GLOW 2011, Toulouse, France, 30/08/11. https://doi.org/10.1007/978-3-642-23447-7_15

ADSC: Application-driven storage control for energy efficiency. / Cappiello, Cinzia; Hinostroza, Alicia; Pernici, Barbara et al.
Information and Communication on Technology for the Fight Against Global Warming - First International Conference, ICT-GLOW 2011, Proceedings. 2011. p. 165-179 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6868 LNCS).

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

TY - GEN

T1 - ADSC

T2 - 1st International Conference on Information and Communication on Technology for the Fight Against Global Warming, ICT-GLOW 2011

AU - Cappiello, Cinzia

AU - Hinostroza, Alicia

AU - Pernici, Barbara

AU - Sami, Mariagiovanna

AU - Henis, Ealan

AU - Kat, Ronen

AU - Meth, Kalman

AU - Mura, Marcello

PY - 2011/9/20

Y1 - 2011/9/20

N2 - While performance and quality of service are the main criteria for application data management on storage units, energy efficiency is increasingly being stated as an additional criterion for evaluation. Due to the increasing energy consumption of storage subsystems, improving their energy efficiency is an important issue. In this paper we present a novel approach to storage management whereby both mid-level (file placement) and low level (disk mode) aspects are controlled, in a tiered storage architecture. The proposed mechanism is based on policies, and it is implemented via fuzzy logic rules, in contrast to attempting to build a model of the storage subsystem. The inputs to the storage management system are high level (application), mid level (file system) and low level (disk access patterns) information. The effectiveness of our approach has been validated by means of a case study using a TPC-C benchmark modified to access file level data. Results from this simulation are presented.

AB - While performance and quality of service are the main criteria for application data management on storage units, energy efficiency is increasingly being stated as an additional criterion for evaluation. Due to the increasing energy consumption of storage subsystems, improving their energy efficiency is an important issue. In this paper we present a novel approach to storage management whereby both mid-level (file placement) and low level (disk mode) aspects are controlled, in a tiered storage architecture. The proposed mechanism is based on policies, and it is implemented via fuzzy logic rules, in contrast to attempting to build a model of the storage subsystem. The inputs to the storage management system are high level (application), mid level (file system) and low level (disk access patterns) information. The effectiveness of our approach has been validated by means of a case study using a TPC-C benchmark modified to access file level data. Results from this simulation are presented.

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SN - 9783642234460

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Y2 - 30 August 2011 through 31 August 2011

ER -

Cappiello C, Hinostroza A, Pernici B, Sami M, Henis E, Kat R et al. ADSC: Application-driven storage control for energy efficiency. In Information and Communication on Technology for the Fight Against Global Warming - First International Conference, ICT-GLOW 2011, Proceedings. 2011. p. 165-179. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-23447-7_15

ADSC: Application-driven storage control for energy efficiency

Abstract

Publication series

Conference

UN SDGs

ASJC Scopus subject areas

Access to Document

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Cite this