Apache Mahout Recommender Optimisation

已关闭

描述

We have a relatively simple Apache Mahout implementation (multiple similarity-based recommendations based on data exported from a CMS and held in memory, queried via Tomcat based API requests by a Ruby on Rails web app), which has been in operation for several years without any update.

During this time the volume of user data has increased significantly, and the speed and memory consumption of the Mahout instance have started to deteriorate (now at 14GB+ of RAM consumption), so scalability is becoming a concern.

If possible, we would like to enlist specialist assistance to bring our Mahout stack up to date and hopefully reduce memory consumption significantly, preferably without introducing further complexity to the stack.

技能: Java, 机器学习

查看更多: mahout apache, apache mahout, mahout hadoop recommender demo, apache mahout python, free ram apache mysql centos server, apache mysql ram, ram optimisation, mysql gb ram, intel core2 quad processor ghz gb ddrii ram gb sata ii hdd firewall protection brute force detection evasion, software write mq4, software write chip epson, useful software write book, software write web specs, apache memory optimisation, free software write user guide, software write edid, free software write company profile, software write websites idea, software write book images, software write books, software write protection, free software write book, software write book, software write protect software, software write technical manual

Project ID: #12658332

11 freelancers are bidding on average $796 for this job

$722 USD 在10天内
(354条评论)
7.3
kkscwcd

Hi, I have good experience in Apache Mahout Recommendation engine and i checked your requirement it's looking good for me. I reviewed your requirement for optimization and improved configuration. It's look fine for me 更多

$590 USD 在10天内
(67条评论)
6.2
seekdeveloper

Hi, I have read your post and understood your requirement. I have great experience working on /Apache/PHP/MySQL/HTML5/jQuery/Laravel/Wordpress/Magento/Joomla/Drupal/AngularJS/node.js/CSS3/Java/Python/Django/Javas 更多

$1030 USD 在10天内
(6条评论)
5.6
FutureTechno1

Hi there, I’d like to be considered for your job position. I’m a Software Developer with a strong background developing desktop application. As Java development is my competence. I can turn your requirement in a w 更多

$555 USD 在10天内
(10条评论)
5.2
vorasiddh4it

Hello, You can see my last project which are based on Algorithm Development Machine Learning and I can complete your project perfectly. We have 9+ years experience in Java software development. We have successful 更多

$500 USD 在10天内
(22条评论)
5.1
ITTeaCircle

Hello, the work is not very sure it can be done as You will (I dont know what You expect and this is type of work what is hard to estimate before see the details). It depends, but I am experienced in programming. I als 更多

$1333 USD 在45天内
(1条评论)
2.8
CodesignVE

WARNING: Our bid is based on the average prices. Contact us to negotiate the price you want! We are a company from Caracas-Venezuela specialized in different areas. Our team is made by designers, developers, animat 更多

$555 USD 在10天内
(1条评论)
2.2
$750 USD 在15天内
(1条评论)
0.6
$1222 USD 在300天内
(0条评论)
0.0
$833 USD 在5天内
(0条评论)
0.0
$666 USD 在10天内
(0条评论)
0.0