Machine learning techniques in emerging cloud computing integrated paradigms: A survey and taxonomy
Cloud computing offers Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and
Software as a Service (SaaS) to provide compute, network, and storage capabilities to the …
Software as a Service (SaaS) to provide compute, network, and storage capabilities to the …
Survey on prediction models of applications for resources provisioning in cloud
M Amiri, L Mohammad-Khanli - Journal of Network and Computer …, 2017 - Elsevier
According to the dynamic nature of cloud and the rapid growth of the resources demand in it,
the resource provisioning is one of the challenging problems in the cloud environment. The …
the resource provisioning is one of the challenging problems in the cloud environment. The …
Lambda architecture for cost-effective batch and speed big data processing
Sensor and smart phone technologies present opportunities for data explosion, streaming
and collecting from heterogeneous devices every second. Analyzing these large datasets …
and collecting from heterogeneous devices every second. Analyzing these large datasets …
Albatross: Lightweight elasticity in shared storage databases for the cloud using live data migration
Database systems serving cloud platforms must serve large numbers of applications (or
tenants). In addition to managing tenants with small data footprints, different schemas, and …
tenants). In addition to managing tenants with small data footprints, different schemas, and …
Resource allocation diagnosis on distributed computer systems based on resource hierarchy
K Shankari, A Holler, M Ji, SB Gamage… - US Patent …, 2016 - Google Patents
A system and method for performing a resource allocation diagnosis on a distributed
computer system includes obtaining a target resource allocation and a snapshot of the …
computer system includes obtaining a target resource allocation and a snapshot of the …
A data replication strategy with tenant performance and provider economic profit guarantees in Cloud data centers
R Mokadem, A Hameurlain - Journal of Systems and Software, 2020 - Elsevier
Meeting tenant performance requirements through data replication while ensuring an
economic profit is very challenging for cloud providers. For this purpose, we propose a data …
economic profit is very challenging for cloud providers. For this purpose, we propose a data …
Automated, elastic resource provisioning for nosql clusters using tiramola
D Tsoumakos, I Konstantinou… - 2013 13th IEEE/ACM …, 2013 - ieeexplore.ieee.org
This work presents TIRAMOLA, a cloud-enabled, open-source framework to perform
automatic resizing of NoSQL clusters according to user-defined policies. Decisions on …
automatic resizing of NoSQL clusters according to user-defined policies. Decisions on …
On the elasticity of NoSQL databases over cloud management platforms
I Konstantinou, E Angelou, C Boumpouka… - Proceedings of the 20th …, 2011 - dl.acm.org
NoSQL databases focus on analytical processing of large scale datasets, offering increased
scalability over commodity hardware. One of their strongest features is elasticity, which …
scalability over commodity hardware. One of their strongest features is elasticity, which …
A systematic review of service level management in the cloud
Cloud computing make it possible to flexibly procure, scale, and release computational
resources on demand in response to workload changes. Stakeholders in business and …
resources on demand in response to workload changes. Stakeholders in business and …