6533b871fe1ef96bd12d188d
RESEARCH PRODUCT
Intelligent Cloud Storage Management for Layered Tiers
Steven FinchScott WilsonMarwan BatrouniChristophe NicolleAurélie Bertauxsubject
Flexibility (engineering)0209 industrial biotechnologyComputer scienceHeuristicbusiness.industryDistributed computingBig dataProbabilistic logicBinary large objectCloud computing02 engineering and technologyNoSQLcomputer.software_genre020901 industrial engineering & automation0202 electrical engineering electronic engineering information engineering020201 artificial intelligence & image processingbusinessCloud storagecomputerdescription
Today, the cloud offers a large array of possibilities for storage, with this flexibility comes also complexity. This complexity stems from the variety of storage mediums, such as, blob storage or NoSQL tables, and also from the different cost tiers within these systems. A strategic thinking to navigate this complex cloud storage landscape is important, not only for cost saving but also for prioritizing information, this prioritization has wider implications in other domains such as the Big Data realm, especially for governance and efficiency. In this paper we propose a strategy centered around probabilistic graphical model (PGM), this heuristic oriented management and organizational strategy allows more tractability and efficiency, we also illustrate this approach with a case study applied to the insurance field.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2018-01-01 |