Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Enterprise Data Center Globality Measurement
KTH, School of Electrical Engineering (EES), Communication Networks. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre. (LCN)ORCID iD: 0000-0002-3912-1470
Amadeus SAS, Sophia Antipolis, Nice, France.
Amadeus SAS, Sophia Antipolis, Nice, France.
2015 (English)In: Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015, Institute of Electrical and Electronics Engineers (IEEE), 2015, Liverpool: IEEE Computer Society, 2015, 1861-1869 p.Conference paper, Published paper (Refereed)
Abstract [en]

Measurement of the globality of On-Line Transac- tion Processing (OLTP) workloads in Enterprise Data Centers is considered. Providing OLTP workload isolation (application, services and databases) for performance-sensitive enterprise workloads, so that activity in one workload cannot interfere with another, remains a challenge. We demonstrate that traditional aggregate OLTP Workload globality measurement frameworks can generate mis-leading globality measures. We propose a higher-order globality measurement framework which addresses this problem. We derive two high dimensional structured mea- surement matrices, namely a template and measurand matrix, with special spectral properties, which account for globality mea- surement 1) boundedness; 2) programmability; 3) multiplicity; 4) relativity; 5) spatial correlation and 6) the appropriate sensitivity of the measure to changes in the distribution of the workload. We demonstrate that these properties are exhibited by the new measure by ordering OLTP workloads by their globality measure. We evaluate the measure using a stochastic layered block model for data center topology and OLTP workload generation and demonstrate that it is consistent.

Place, publisher, year, edition, pages
Liverpool: IEEE Computer Society, 2015. 1861-1869 p.
Keyword [en]
Data-center; Enterprise Data-Center; Spectral Graph Theory; Traffic Isolation;
National Category
Communication Systems Signal Processing
Research subject
Applied and Computational Mathematics
Identifiers
URN: urn:nbn:se:kth:diva-175430DOI: 10.1109/CIT/IUCC/DASC/PICOM.2015.277ISI: 000380514500281Scopus ID: 2-s2.0-84964284862OAI: oai:DiVA.org:kth-175430DiVA: diva2:860935
Conference
DASC-2015
Projects
EOLAS
Note

Ruairí de Fréin, Joel Pfaff and Thomas Paré. “Enterprise Data Center Globality Measurement,” in 13th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC-2015), to appear.

QC 20151217

Available from: 2015-10-14 Created: 2015-10-14 Last updated: 2016-12-22Bibliographically approved

Open Access in DiVA

fulltext(925 kB)37 downloads
File information
File name FULLTEXT01.pdfFile size 925 kBChecksum SHA-512
6058318a7ca9396c2d7b17f543827a8e08c426500520393a6cd4c2f6d51f235bed6428172759adb39e1e8228aa1536a183d8849c500ce548667f34e4b908a2cc
Type fulltextMimetype application/pdf

Other links

Publisher's full textScopus

Search in DiVA

By author/editor
de Fréin, Ruairí
By organisation
Communication NetworksACCESS Linnaeus Centre
Communication SystemsSignal Processing

Search outside of DiVA

GoogleGoogle Scholar
Total: 37 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 94 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf