User and Entity Behavior Analytics process about detection of insider threats, targeted attacks, and financial fraud. UBA solutions look at patterns of human behavior, devices, applications, servers, data, or anything with an IP address and then apply algorithms and statistical analysis to detect meaningful anomalies from those patterns anomalies that indicate potential threats. User and entity behavioral analytics (UEBA) technologies help detect malicious and abusive user activities that may otherwise go unnoticed.
Best User and Entity Behavior Analytics Software : Bay Dynamics, Bottomline Technologies, Cynet, Dtex [...]
A/B testing is a randomized experiment with two variants, A and B, which are the control and variation in a two-sample hypothesis testing. A/B testing is a way to compare two versions of a single variable typically by testing a subject’s response to variable A against variable B, and determining which of the two variables is more effective. It is also known as bucket tests and split-run testing. The standard tests used are Z-tests, Student’s t-tests, Welch’s t test, Fisher’s exact test, E-test and Chi-squared test. Z-tests are used for comparing means in strict conditions regarding normality and a known standard deviation. [...]
Anomaly Detection Software is the identification of items, events or observations which do not conform to an expected pattern or other items in a dataset. Unsupervised anomaly detection techniques detect anomalies in an unlabeled test data set under the assumption that the majority of the instances in the data set are normal.Supervised anomaly detection techniques require a data set that has been labeled as normal and abnormal and involves training a classifier.Semi supervised anomaly detection techniques construct a model representing normal behavior from a given normal training data set, and then testing the likelihood of a test instance to be generated [...]
Apache Hadoop project develops open source software for reliable, scalable, distributed computing. Apache Hadoop is an open source software for storing and analyzing massive amounts of structured and unstructured data terabytes and Hadoop can process big, messy data sets for insights and answers.
Top Free Apache Hadoop Distributions provides enterprise ready free Apache Hadoop Distributions. This includes Apache Hadoop, Cloudera CDH, Hortonworks Sandbox, MapR Converged Community Edition and IBM Open Platform.
Top Hadoop Appliances providers offer hardware optimised for Apache Hadoop [...]
MultiValue Database is a type of NoSQL and multidimensional database. MultiValue databases differ from a relational database in that they have features that support and encourage the use of attributes which can take a list of values, rather than all attributes being single valued. Most of the MultiValue databases can be accessed both with or without SQL.
Free MultiValue Database : Free MultiValue Database include OpenQM Commercial MultiValue Databases : Commercial MultiValue Databases includes jBASE, OpenQM, Rocket D3 Database Management System , OpenInsight, InterSystems Caché,and InfinityDB.Free MultiValue [...]
10 Bigdata Benchmark Suites : Bigdata Benchmark Suites include micro benchmarks, component benchmarks and application level benchmarks. Micro benchmarks are used to evaluate low level system operations, component benchmarks are used for evaluation of high level function and application benchmarks measure the system for application performance. HiBench, AMP Benchmark, BigDataBench, Yahoo! Cloud Serving Benchmark, GridMix, CloudSuite, SWIM, TPC Express Benchmark, PUMA Benchmark Suite, LinkBench are some of the Bigdata Benchmark Suites in no particular order.10 Bigdata Benchmark Suites 1.HiBench
HiBench suite contains 10 [...]
29 Data preparation tools and platforms: The purpose of data preparation is to transform data sets in a way that the information contained is best exposed to the tool. Data preparation tools and platforms enables Data discovery, exploration, analysis, conversion, cleaning, transformation, modeling, structuring, curation and cataloguing. Platfora, Paxata, Datawatch, Microsoft Power Query for Excel, Tamr Platform, Alteryx , ClearStory Data, RapidMiner Studio, Alpine Chorus, Lavastorm, Teradata Loom, IBM SPSS, Looker , Informatica Rev, SAP Lumira, Trifacta, Waterline, Datameer, Advanced Miner, FICO Big Data Analyzer, Pentaho 5, Dell Toad Data Point, IBM [...]