[PDF] Top 20 Data-Driven Performance Optimization in the Cloud.

Data-Driven Performance Optimization in the Cloud.

... training data is partitioned into k disjoint sets. A single data partition is used for validation purpose and the remaining k − 1 partitions are used for training ... See full document

159

Performance Enhancement of Database Driven Technique using Cynosure Method in Cloud

... by cloud users, ability to pay for use as needed, and secernent its users and ...the cloud, some of them are: (i) how to isolate database users,(ii)how to price database services, and (iii) how to manage ... See full document

8

Data Transformation in Cloud for Effective Cost Optimization

... the cloud have be-come a hot and important research ...cap-ture optimization opportunities in different user requirements, cloud offerings and ...transformation-based optimization frame-work ... See full document

5

Parallel data layout optimization of scientific data through access-driven replication

... Effective data distribution in large-scale analysis systems is an integral component of achieving high-performance I/O, especially in the presence of complex, noncontiguous work- loads such as the volume ... See full document

14

Scheduling Data-Driven Workflows in Multi-Cloud Environment

... The data transfer rate between the samples of a cloud is very high, ...Amazon cloud (inter-cloud speed) is between 400 Mbps to 20 Mbps and send speed is between 20Mbps and 80 ... See full document

10

Towards Automated Data-Driven Model Creation for Cloud Computing Simulation

... available data capturing frameworks such as Hyperic [35], Nagios [22], Chukwa [8], Ganglia [12], Tivoli Monitoring [13] and Performance Co-Pilot [28] expose collected metrics as-is through a web API, or ... See full document

8

Enterprise Adoption Oriented Cloud Computing Performance Optimization

... for Cloud computing, and it is used for estimating the efficiency of the Cloud ...the Cloud network towards an operational failure due to missed SLAs or wasted resources due to ...of Cloud ... See full document

125

Infrastructure planning and topology optimization for reliable mobile big data transmission under cloud radio access networks

... massive data collection and processing will bring new challenges in wireless ...The cloud radio access network (C-RAN) has been envisioned to provide a new wireless architecture for reliable transmission of ... See full document

11

Multi-Cloud Data Hosting for Protection Optimization and Security

... cost-efficient data hosting scheme with high availability in varied multi-cloud, named ...puts data into multiple clouds with minimized financial cost and guaranteed ...different data access ... See full document

5

Simplified cloud instance selection

... the optimization takes place with a constraint specified by the ...no performance measurement in- volved in the selection ...past performance, mainte- nance, security, customer support, and legal ... See full document

6

An Efficient Data Locality Driven Task Scheduling Algorithm for Cloud Computing

... that data-local tasks take identical constant local ...of data, we schedule the task on the server where the data required for that server is ... See full document

8

Optimization of Performance and Security by Division and Replication of Data in Cloud Gandepalli Tanuja

... of data in a cloud. The data migration to the cloud is performed by the Iris file ...the data using a Markel ...of data tempering as a result of intrusion or access by other VMs ... See full document

14

Model-Guided Data-Driven Optimization and Control for Internal Combustion Engine Systems

... multi-objective optimization problem ...system performance requirements. These performance requirements are often trade-offs among fuel efficiency, emissions, and reliability ...system ... See full document

167

Cloud Computing-An Overview & its Impact on Economy

... over data, security, and quality of service ...enterprise data center, and they also may be deployed at a collocation ...of cloud resources while bringing in the expertise needed to establish and ... See full document

6

Towards performance evaluation of cloud service providers for cloud data security

... the cloud passing through the cloud access control (cloud security system in Figure 1), it is possible to access the data but for read and write access the user should pass through extra ... See full document

19

Simulation of cloud data security processes and performance

... of cloud computing, millions of people are using cloud computing for the purpose of business, education and ...of cloud applications are: Google Drive for storage, Facebook for social networks, ... See full document

10

Addressing Data Security and Performance Issues on the Cloud

... Private Cloud: Private cloud provides security at a higher level as compared to the public cloud, so it can be used in businesses where security is a ...private cloud is that they can be ... See full document

7

Data transmission performance analysis in cloud and grid

... the data and the number of streams for each GridFTP for WAN data transfer at the same ...high performance of data transfer, a single stream per GridFTP transfer is the most approved ... See full document

7

High Performance Cloud Computing in Big Data

... in data architecture are on our doorstep, the ‗big data‘ paradigm refers to very large and complex data sets ...of data) that traditional data processing systems are inadequate to ... See full document

7

Optimization of Scheduling Algorithm in Cloud Computing Using Particle Swarm Optimization

... private cloud, public cloud. Users who are the member of the cloud can use the cloud services on pay per use ...the cloud for services it ...as optimization technique is applied ... See full document

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