23,439 research outputs found
Private cloud storage implementation using OpenStack Swift
The use of distributed and parallel computer systems is growing rapidly, requiring an appropriate system to support its work processes. One technology that supports distributed computer systems is cloud computing. This system can generate the need to maximize the use of existing computing resources, one of which is in the form of cloud-based storage. The computer laboratory of Informatics Department of Petra Christian University has very large resources, but they have not been optimized in the utilization of existing storage devices. This condition gives the idea to utilize computers in the laboratory with cloud, so the storage can be used well. This implementation used the OpenStack cloud framework, which could provide IaaS service. From some existing OpenStack services, storage management used OpenStack Swift on its processing. OpenStack Swift is a cloud-based storage service that leverages various computing resources. After the implementation process, testing was done by way of data management, so storage could store, retrieve, and delete data. In addition, testing was also done by turning off some physical machines to ensure cloud services could remain well accessible, and measure the speed of data transfer in cloud storage. The resulting data was used to evaluate the cloud storage systems that had been created
Private Cloud Storage Implementation Using OpenStack Swift
The use of distributed and parallel computer systems is growing rapidly, requiring an appropriate
system to support its work processes. One technology that supports distributed computer systems is cloud
computing. This system can generate the need to maximize the use of existing computing resources, one
of which is in the form of cloud-based storage. The computer laboratory of Informatics Department of Petra
Christian University has very large resources, but they have not been optimized in the utilization of existing
storage devices. This condition gives the idea to utilize computers in the laboratory with cloud, so the
storage can be used well. This implementation used the OpenStack cloud framework, which could provide
IaaS service. From some existing OpenStack services, storage management used OpenStack Swift on its
processing. OpenStack Swift is a cloud-based storage service that leverages various computing
resources. After the implementation process, testing was done by way of data management, so storage
could store, retrieve, and delete data. In addition, testing was also done by turning off some physical
machines to ensure cloud services could remain well accessible, and measure the speed of data transfer in cloud storage. The resulting data was used to evaluate the cloud storage systems that had been created
Experimental Performance Evaluation of Cloud-Based Analytics-as-a-Service
An increasing number of Analytics-as-a-Service solutions has recently seen
the light, in the landscape of cloud-based services. These services allow
flexible composition of compute and storage components, that create powerful
data ingestion and processing pipelines. This work is a first attempt at an
experimental evaluation of analytic application performance executed using a
wide range of storage service configurations. We present an intuitive notion of
data locality, that we use as a proxy to rank different service compositions in
terms of expected performance. Through an empirical analysis, we dissect the
performance achieved by analytic workloads and unveil problems due to the
impedance mismatch that arise in some configurations. Our work paves the way to
a better understanding of modern cloud-based analytic services and their
performance, both for its end-users and their providers.Comment: Longer version of the paper in Submission at IEEE CLOUD'1
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