[PDF] Top 20 Workload-Aware Data Placement for Cloud Computing

... of cloud computing, enables configuring a cluster for each application for each ...the workload changes, a statically-sized cluster with a fixed capacity will be either underutilized (wasting ... See full document

... for cloud providers that use well-known TCP/IP protocol which uses IP addresses to identify them in the ...users' data within ...before cloud provider detect that virtual machine is in out of ... See full document

... intermediate data placement in big data-driven ap- ...These data are usually stored in multiple cloud ...intermediate data taking into account the inter- and intra-job (process) ... See full document

... proposed workload characterization, modeling and generation approach we created benchmark and workload models for the Rice University Bidding System [5] ...different workload attributes on the ... See full document

... a cloud data centre the consolidation of the virtual machines (VMs) assist to optimize the resources need and diminish the energy ...VM placement acts an important ...VM placement issues by ... See full document

... algorithm-based data placement strategy. First, a mathematical model of data scheduling between the data centers in cloud computing is built, and the fitness function based on ... See full document

... Construction of temperature models using CFD is extremely time-consuming and computationally expensive, therefore it is typically not applied to online (real-time) modeling. [23] proposed a sensor-based thermal ... See full document

... ‘Big Data analytics’ refers to a large-scale solution for managing giant datasets in a parallel ...with data block processing over multiple storage devices ...block placement policy dispatches ... See full document

... in data , requirements for both commercial and scientific applications are expected to reach several million terabytes ...of data for replication and processing becomes the ...efficient data ... See full document

... for data centers, however, the heat dissipation density of data cen- ters increases ...such data centers will lead to higher hardware failure rates and thus an increase in maintenance ...operated ... See full document

... Bio • Gregor von Laszewski is conducting state-of-the-art work in Cloud computing and GreenIT at Indiana University as part of the Future Grid project.. During a 2 year leave of absence [r] ... See full document

... Cloud computing is one of the healthy and leading technology in present scenario ...of cloud and share their data. The services provided by cloud computing is like Google drive, ... See full document

... Grid computing [1] is an emerging technology to address issues such as large-scale resource sharing, wide- area communication, and multi-institutional ...since data transferring are often intensive in most ... See full document

... public cloud computing architectures, while the non-functional requirements, such as high availability and security, have always been a high priority for ... See full document

... of data processing and concurrent access to multiple nodes to reduce the time users waiting for the ...the workload from heavy loaded node to multiple nodes to improve the resource utilization of each node ... See full document

... of Cloud computing and particularly mobile cloud ...mobile cloud computing model is given to determine the way to manage the computing tasks with a given configuration of the ... See full document

... of cloud computing has become common due to advantages such as low cost and sizing of computing resources according to ...critical data – for example, in IoT applications – are stored and ... See full document

... mobile cloud scenario, the mobile OS does not explicitly define this order, and it also wouldn’t be fair for the OS to do so without user ...remote cloud as seen in ... See full document

... of cloud computing was introduced in 1961 by John ...the computing technologies such as Utility Computing [2] combined with established standards of Web ...to cloud computing. ... See full document

... “Green Cloud: A Packet-level Simulator of Energy- aware Cloud Computing Data Centers” highlighted the steady increase in cost of cloud data centers maintenance due to the ... See full document