ACCLOUD-MAN - Power efficient resource allocation for heterogeneous clouds ACCLOUD-MAN - Heterojen bulutlarda güç etkin kaynak atamasi

Date

2019-04-01

Author

Ekici, Nazim Umut
Schmidt, Klaus Werner
Yazar, Alper
Schmidt, Şenan Ece

Metadata

Show full item record

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Item Usage Stats

46
views

0
downloads

In this paper we propose ACCLOUD-MAN, a novel resource manager for heterogeneous cloud data centers. In heterogeneous clouds a user request can be satisfied with more than one physical resource alternative. Resource manager must decide which resource alternative will be chosen, along with the decision of the server the request will be assigned to. ACCLOUD-MAN's resource management objective is to reduce the power consumption of the cloud. Manager is modeled as an Integer Linear Problem and is implemented on MATLAB, together with a simulation platform. Simulation results show that the solution times are too long for practical applications. Dividing requests into smaller groups is suggested to improve the timings. It is seen that this method improves the timings with a penalty in decision performance.

Subject Keywords

Cloud computing, Data center, Hardware accelerator, Resource management, Green computing

URI

https://hdl.handle.net/11511/33109

DOI

https://doi.org/10.1109/siu.2019.8806247

Collections

Department of Electrical and Electronics Engineering, Conference / Seminar

Suggestions

OpenMETU
Core

Resource Allocation for Minimized Power Consumption in Hardware Accelerated Clouds Ekici, Nazim Umut; Schmidt, Klaus Verner; Yazar, Alper; Schmidt, Şenan Ece (2019-01-01) In this paper we propose ACCLOUD-MAN, a novel resource manager for heterogeneous cloud data centers. In heterogeneous clouds a user request can be satisfied with more than one physical resource alternative. That is, the resource manager must decide which resource alternative will be chosen, along with the decision of the server the request will be assigned to. ACCLOUD-MAN's resource management objective is to reduce the power consumption of the cloud data center. To this end, the manager is modeled as an in...
ACCLOUD (Accelerated CLOUD): A novel FPGA-Accelerated cloud archictecture-ACCLOUD: FPGA ile Hızlandırılmış Yeni bir BulutMimarisi YAZAR, ALPER; EROL, AHMET; Schmidt, Şenan Ece (2018-07-09) In this paper, we propose ACCLOUD (ACcelerated CLOUD) as a a novel architecture for cloud data centers. ACCLOUD features FPGA cards which work with the cloud servers or stand alone for hardware acceleration in the data plane. To this end, FPGA reconfigurable regions are virtualized and offered to the user together with other cloud resources including CPU, memory or disk. The cloud control is carried out within OpenStack framework incorporating the hardware resources. We propose a novel resource management a...
CLOUDGEN: Workload generation for the evaluation of cloud computing systems CLOUDGEN: Bulut Bilişim Sistemlerinin Başarim Deǧerlendirmesi icin Iş Yuku Uretimi Koltuk, Furkan; Yazar, Alper; Schmidt, Şenan Ece (2019-04-01) In this paper, we propose CLOUDGEN workflow that produces synthetic workloads for Infrastructure and Platform as a Service for the evaluation of resource management approaches in cloud computing systems. To this end, CLOUDGEN systematically processes and clusters records in a given workload trace and fits distributions for different workload parameters within the clusters. Different than the previous work, clustering is carried out to produce different virtual machine types for achieving models that are sui...
GPU algorithms for Efficient Exascale Discretizations Abdelfattah, Ahmad; et. al. (2021-12-01) In this paper we describe the research and development activities in the Center for Efficient Exascale Discretization within the US Exascale Computing Project, targeting state-of-the-art high-order finite-element algorithms for high-order applications on GPU-accelerated platforms. We discuss the GPU developments in several components of the CEED software stack, including the libCEED, MAGMA, MFEM, libParanumal, and Nek projects. We report performance and capability improvements in several CEED-enabled applic...
Implementation of a wireless streaming system for universal multimedia access Unal, U; Akar, Gözde (2004-04-30) This document, describes a universal multimedia access system and its implementation details. In the context of this document, universal multimedia access means accessing multimedia content over ubiquitous computer networks, using different computing platforms. The computer networks involve both wired and wireless networks, and computing platforms involve wired PC's, mobile PC's and personal digital assistants (PDA). The system is built on client/server architecture. Video data is H.263 coded and carried ov...

Citation Formats

N. U. Ekici, K. W. Schmidt, A. Yazar, and Ş. E. Schmidt, “ACCLOUD-MAN - Power efficient resource allocation for heterogeneous clouds ACCLOUD-MAN - Heterojen bulutlarda güç etkin kaynak atamasi,” 2019, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/33109.