Load Balancing for Hypertable
نویسندگان
چکیده
In Hypertable ranges of table data are stored and accessed on different nodes and allows for flexible management of the underlying hardware. Overall performance is sensitive to the balance of range load across the cluster. The project developers aim to create a simple interface to allow researchers to design experimental load balancing strategies that incorporate machine learning and optimization. This paper specifies the load balancing problem and introduces it as a challenge problem for AI and machine learning.
منابع مشابه
Load Balancing Approaches for Web Servers: A Survey of Recent Trends
Numerous works has been done for load balancing of web servers in grid environment. Reason behinds popularity of grid environment is to allow accessing distributed resources which are located at remote locations. For effective utilization, load must be balanced among all resources. Importance of load balancing is discussed by distinguishing the system between without load balancing and with loa...
متن کاملOnline Distribution and Load Balancing Optimization Using the Robin Hood and Johnson Hybrid Algorithm
Proper planning of assembly lines is one of the production managers’ concerns at the tactical level so that it would be possible to use the machine capacity, reduce operating costs and deliver customer orders on time. The lack of an efficient method in balancing assembly line can create threatening problems for manufacturing organizations. The use of assembly line balancing methods cannot balan...
متن کاملLoad Balancing Using a Best-Path-Updating Information-Guided Ant Colony Optimization Algorithm
Abstract: Load balancing and phase balancing are important complement to reconfiguration of the feeder and the network.In the distribution automation ,these issues must be solved continuously and simultaneously to ensure the optimal performance of a distribution network.Distribution network imbalance has various consequences such as increase in power losses, voltage drop,cost increase,etc.In th...
متن کاملHBase and Hypertable for large scale distributed storage systems A Performance evaluation for Open Source BigTable Implementations
BigTable is a distributed storage system developed at Google for managing structured data and has the capability to scale to a very large size: petabytes of data across thousands of commodity servers. As now, there exist two open-source implementations that closely emulate most of the components of Google’s BigTable i.e. HBase and Hypertable. HBase is written in Java and provides BigTable like ...
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
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2011