time series anomaly detection

the goal of my work is to identify anomaly jobs runing in cloud using job performance KPIs

I have A huge number of jobs over the cloud and each job where executed on a number of nodes

and each node is monitored by a large number of KPIs

so each job KPI(ex: CPU usage ) represents a time series of all nodes CPU usage used at the time the job was executed

**************** using Pyspark **********************************************

I need someone who has good experience in Pyspark especially the data frame API to do the following tasks:

1- data preprocessing

2- feature selection and extraction

3- apply clustering algorithms

4- identify the optimal number of clustering

5- compare between the three techniques

Skills: Python, Spark, Machine Learning (ML), Apache Hadoop, Linux

See more: software time series analysis hurst exponent, time series analysis project, good experience working data entries, gnuplot bid time series, time series web service, good experience translations, time series data library, good experience translation russian, time series var matlab, hurst exponent time series programming, good experience highreplicacom, good experience php, need good experience vbnet php, good experience flyers brochures, sridhar good experience mac iphone developement, mulipe time series getafreelancer, options trading correlation arbitrage time series, derive time series using matlab, pattern detection time series matlab

About the Employer:
( 0 reviews ) cairo, Egypt

Project ID: #23408789

13 freelancers are bidding on average $165 for this job


Hello, I can help you with your project - time series anomaly detection I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed s More

$220 USD in 4 days
(39 Reviews)

I am a Data Scientist with 3+ years of experience in Data Analysis, Statistical Modelling, Machine Learning, Deep Learning, Computer Vision and Natural Language Processing. I have worked across various domains such as More

$140 USD in 7 days
(36 Reviews)

HI, I am Data Scientist and Machine Learning engineer. My area of interest is statistical analysis of datasets/images and apply ML/deep learning algorithm with python and R. I can intern your tasks. Please visit my g More

$200 USD in 3 days
(23 Reviews)

*** Python Anomaly Detection with LSTM *** Thank you for your attention. I read the project description with interest. I strongly believe I am the proper candidate. I fit all the requirements you mentioned, includi More

$140 USD in 7 days
(15 Reviews)

Highly effective Big Data Engiener with over 25 years of experience. I have extensive Python / Spark experience both in PySpark and Scala also in MLLib. I checked your Scala code and should be able to convert it to PyS More

$500 USD in 2 days
(2 Reviews)

I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional developers seeking to freelance and earn online. Having a flair in programming and development I More

$30 USD in 7 days
(5 Reviews)

Dear sir. I read your project description very carefully. I've really rich experience in Time Series Anomaly Detection Programming, so your project is very interesting to me. I'm really confident about your project, an More

$200 USD in 7 days
(3 Reviews)

i am a professional Data analyst with high proficiency Knowledge in Machine learning, Data science, Natural Language Processing, Image Recognition & Artificial Intelligence,Data Minning, NS3 simulation, Omnet++, Sumo s More

$35 USD in 2 days
(2 Reviews)

Hello, I have read your job description carefully and I am confident I can finish your job without fail. I have full experience in R and MATLAB and have expertise in statistical analysis and machine learning data proc More

$140 USD in 7 days
(0 Reviews)

Hello, I can provide you perfect work as you looking for . we can discuss more in chat . I will be waiting for your response . I have very great experience about your project , if you want discuss more please send me More

$140 USD in 7 days
(0 Reviews)

SAS Certified Base Programmer from SAS Institute, USA Proficient with Hadoop, Big Data and Agile methodology Power user of tools like Tableau, Spotfire, SQL, Alteryx, Hive, Spark, R, Python, UNIX

$122 USD in 10 days
(0 Reviews)

Experience in Hadoop framework, Script designing in Spark and Python. Expertise in Analysis, Design, Development, Implementation and Support of Data Warehousing using Big Data. Hands on experience in Data Transformatio More

$140 USD in 7 days
(0 Reviews)

I am a full-time Full Stack Freelance having 7+ years of experience and have team working on Web App Developer-Designer (Specialising in CRM, ERP, Ecommerce, Website Developing & Designing, Android Apps, Ios Apps, web- More

$140 USD in 7 days
(0 Reviews)