Workload Prediction in Load Balancing and Resource Management System
نویسندگان
چکیده
منابع مشابه
Load Balancing and Resource Management in the ADAM Machine
The dataflow architectures are well-known for their ability to expose large amounts of parallelism. However, when running highly parallel programs this property can become a serious drawback. Due to the aggressive exposure of parallelism, a large amount of storage may be needed to hold intermediate results of the computation. Diverse throttling mechanisms have been proposed so far, both in hard...
متن کاملResource Augmentation in Load Balancing
We consider load-balancing in the following setting. The on-line algorithm is allowed to use n machines, whereas the optimal off-line algorithm is limited to m machines, for some fixed m < n. We show that while the greedy algorithm has a competitive ratio which decays linearly in the inverse of n/m, the best on-line algorithm has a ratio which decays exponentially in n/m. Specifically, we give ...
متن کاملStochastic Load Balancing for Virtual Resource Management in Datacenters
Cloud computing offers a cost-effective and elastic computing paradigm that facilitates large scale data storage and analytics. By deploying virtualization technologies in the datacenter, cloud enables efficient resource management and isolation for various big data applications. Since the hotspots (i.e., overloaded machines) can degrade the performance of these applications, virtual machine mi...
متن کاملPrediction and Load Balancing System for Distributed Storage
National Data Storage is a distributed data storage system intended to provide high quality backup, archiving and data access services. These services guarantee high level of data protection as well as high performance of data storing and retrieval by using replication techniques. Monitoring and data access prediction are necessary for successful deployment of replication. Common Mass Storage S...
متن کاملImplementation of Optimal Load Balancing Strategy for Hybrid Energy Management System in DC/AC Microgrid with PV and Battery Storage
The proposed paper presents the DC/AC microgrid modeling using the Energy storage units and photovoltaic (PV) panels. The modal consists of a two stage power conversion. The power is supplied to the both DC and AC loads by this PV solar panels. The suitable way to explore the PV generation model is by using manufacturer datasheet. A bidirectional converter is connected to the battery storage sy...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Information Technology Journal
سال: 2013
ISSN: 1812-5638
DOI: 10.3923/itj.2013.6086.6089