Architecture of Distributed Data Aggregation Service - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2014

Architecture of Distributed Data Aggregation Service

Résumé

The ever-growing trend of deploying applications over the Internet has resulted in increasingly tougher constraints and requirements. Data management systems are a major concern when it comes to scalability, flexibility and reliability due to being implemented in a distributed way. In this paper we present a Distributed Data Aggregation Service relying on a storage system designed to meet these demands, namely BlobSeer. The primary goal is to serve as a repository backend for complex analysis and automatic mining of scientific data (like bibtex entries). Several requirements, derived from this objective, match BlobSeer’s features: versioning used for lock-free access to data and different granularity of read / write operations. We proposed a model to perform the correct translation between BlobSeer’s unstructured view of data and the user’s structured view. We implemented a client providing a formal description for the data retrieval queries and a specification for a search API. A benchmark tool relying on a performance model of BlobSeer, will be used to automatically determine the best BlobSeer deployment configuration for a specific data aggregation pattern.

Dates et versions

hal-01249153 , version 1 (30-12-2015)

Identifiants

Citer

Vlad Nicolae Serbanescu, Florin Pop, Valentin Cristea, Gabriel Antoniu. Architecture of Distributed Data Aggregation Service. 28th IEEE International Conference on Advanced Information Networking and Applications, AINA 2014, Victoria, BC, Canada, May 13-16, 2014, 2014, Victoria, Canada. pp.727--734, ⟨10.1109/AINA.2014.89⟩. ⟨hal-01249153⟩
400 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More