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Hybrid load balancing mechansimby using online traffic classification means (built classifier in switch and controller to classifers the traffic to (elephant flow and mice flow)) in software defined networking (SDN) via hierarchical controllers

$250-750 USD

Closed
Posted over 5 years ago

$250-750 USD

Paid on delivery
Firstly, I want to implement online traffic classification means (built classifier in switch and controller) by (semi-supervised techniques on incremental kmeans) that classifies service types to (elephant flow and mice flow) in software defined networking (SDN). Secondly, After I will use the input types of traffic (elephant flow or mice flow) and other parameters bandwidth utilization ratio, packet loss rate, transmission latency and transmission hops to a load balancing technique, to handle high controller load in data plane in SDN, and used fives parameters inputs to a hybrid techniques ( artificial neural Network and ant colony optimization) will be use to develop Load Balancing mechanism to obtain the best route in data plane. Finally, the overall system will be implemented in hierarchical controllers Load Balancing by using Dynamic Adaptive load balancing Algorithm, in control plane. All this work will be implement in implemented in mininet simulation by using Floodlight controller. ). The effectiveness of the proposed method will be verified through available real network traffic datasets from various sources, and it will be used to benchmark the performance of the algorithm.
Project ID: 17915247

About the project

9 proposals
Remote project
Active 5 yrs ago

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9 freelancers are bidding on average $488 USD for this job
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Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning & Traffic Classification Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$500 USD in 10 days
4.8 (93 reviews)
6.8
6.8
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I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details
$250 USD in 7 days
4.3 (8 reviews)
4.3
4.3
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Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things
$250 USD in 5 days
2.5 (11 reviews)
4.6
4.6
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Hello, I have genuine skills in *Angular, React JS, Node JS. And especially loving *PHP MVC frameworks such as Wordpress, Laravel, Magento*. *Ruby and Ruby on Rails Don't worry about basic technologies like *HTML, HTML5, CSS, CSS3, Javascript, jQuery and Twitter Bootstrap*. Now I specialize also in * mobile development. Native and Hybrid apps.* * Image Processing, Neural Network* I am mastering *English* course and sure that you will be utilizing my professional and technical skills developed through past work experiences. Feel free to contact me anytime. Thank you a lot.
$394 USD in 10 days
3.2 (2 reviews)
3.0
3.0
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Hi, this is BABLU I am a Team Leader of experienced web & mobile developers with a Bachelor of software from the Pacific National University(PNU) and more than 8+ years of experience in Developing. We have a solid experience : Swift, Java, Objective-C, Kotlin, Unity, HTML, CSS, JavaScript, XML, AJAX, JSON, JQuery as well as Angular, React, Vue PHP5, Codelgniter, Wordpress, MySQL, Python . For the last 5+ years I've been working for JavaScript Angular, React and Vue Mobile Swift, Xamarin, Java for Android Augmented/Virtual Reality with High Mathemathical capabilities. New Features (one year) Bitcoin, BitCash, Litecoin, Dogecoin, Ethereum, Flashcoin, PIVX, Syscoin, Vivo, Whitecoin, Build Mining System. Withdraw wallets. Especially, We are Best Experts of ERP, SAP, OCR, Face Recognition and we have our own Engine for OCR and FR. We are all hard-working guys, always focused on the result and quality of my work. We are willing to work 20 hours a day!! Thanks
$555 USD in 10 days
0.0 (0 reviews)
0.0
0.0
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Hello! I am an Artificial Intelligence engineer working in Bangalore, India. I have been working in this field for more than three years now. I am really fascinated by the idea of using Machine learning in load balancing, have to say that it's one of the interesting projects available to bid on here. Although, it's not similar I have worked on performance optimisation using ML in the past, to be more precise I have worked on improving caching algorithms using implementing ML and DL techniques to replace. I have gone through the project description and the PDF given, and have structured the ways I can implement the project. But I have few questions as well as tips regarding the solution. Would be happy to get on a quick call or chat to discuss more.
$333 USD in 20 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of MALAYSIA
Skudai, Malaysia
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Member since Oct 7, 2018

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