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Cost-based replicated data management in the Cloud
Project funded by own resources
Project title Cost-based replicated data management in the Cloud
Principal Investigator(s) Schuldt, Heiko
Project Members Fetai, Ilir
Stiemer, Alexander
Organisation / Research unit Departement Mathematik und Informatik / Databases and Information Systems (Schuldt)
Project start 01.05.2015
Probable end 30.04.2016
Status Completed
Abstract

Distributed and replicated data management in the Cloud is governed by the CAP theorem. As a consequence of this theorem, many Cloud providers sacrifice data consistency for a high degree of availability. However, with the pay-as-you-go cost model of the Cloud where the use of each resource is charged at a very fine-grained level, the costs of an application are introduced as additional parameter for optimization. This can include the infrastructure costs (i.e., the resources needed for guaranteeing a certain degree of data consistency), but also inconsistency costs (i.e., costs that incur when a relaxed level of consistency is provided). In this work, we re-consider existing protocols for distributed data management and develop new protocols for cost-aware, dynamic and adaptable replicated data management in a Cloud environment.

Financed by University funds
Follow-up Project of... 2192120 ClouDMan - Cost-based Data Management in Cloud Environments

Published results ()

  ID Autor(en) Titel ISSN / ISBN Erschienen in Art der Publikation
1444472  Fetai, Ilir; Schuldt, Heiko  Cost-based adaptive concurrency control in the cloud      Publication: Other Publications (Forschungsberichte o. ä.) 
1444515  Fetai, I.; Schuldt, H.  Cost-based data consistency in a data-as-a-service cloud environment  978-1-4673-2892-0    Publication: ConferencePaper (Artikel, die in Tagungsbänden erschienen sind) 
2185285  Fetai, Ilir; Schuldt, Heiko  SO-1SR: towards a self-optimizing one-copy serializability protocol for data management in the Cloud      Publication: ConferencePaper (Artikel, die in Tagungsbänden erschienen sind) 
2301770  Fetai, Ilir; Brinkmann, Filip-Martin; Schuldt, Heiko  PolarDBMS: Towards a Cost-Effective and Policy-Based Data Management in the Cloud      Publication: ConferencePaper (Artikel, die in Tagungsbänden erschienen sind) 
3342546  Stiemer, Alexander; Fetai, Ilir; Schuldt, Heiko  Comparison of Eager and Quorum-based Replication in a Cloud Environment  978-1-4799-9926-2    Publication: ConferencePaper (Artikel, die in Tagungsbänden erschienen sind) 
3342549  Fetai, Ilir; Murezzan, Damian; Schuldt, Heiko  Workload-Driven Adaptive Data Partitioning and Distribution – The Cumulus Approach  978-1-4799-9926-2    Publication: ConferencePaper (Artikel, die in Tagungsbänden erschienen sind) 
3695540  Brinkmann, Filip-Martin; Fetai, Ilir; Schuldt, Heiko  SLA-basierte Konfiguration eines modularen Datenbanksystems für die Cloud  978-3-658-11588-3  Big Data: Grundlagen, Systeme und Nutzungspotenziale  Publication: Book Item (Buchkap., Lexikonartikel, jur. Kommentierung, Beiträge in Sammelbänden etc.) 
3695549  Fetai, Ilir  Cost- and Workload-based Data Management in the Cloud      Publication: Thesis (Dissertationen, Habilitationen) 
3695621  Stiemer, Alexander; Fetai, Ilir; Schuldt, Heiko  Analyzing the Performance of Data Replication and Data Partitioning in the Cloud: the Beowulf Approach  978-1-4673-9005-7    Publication: ConferencePaper (Artikel, die in Tagungsbänden erschienen sind) 
   

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26/04/2024