Index
A
- abstraction
- about / Introduction
- addTFIDFQueryStream function
- about / How to do it…
- AfterClass method
- about / How to do it…
- Aggregators
- about / How it works…
- Amazon Web Services (AWS)
- Amazon Web Services Elastic Compute Cloud (AWS EC2) / Introduction
- Apache Avro
- about / How it works…
- Apache Lucence
- about / Introduction
- Apache Lucene
- URL / How it works…
- Apache Tika
- URL / How it works…
- archetype command
- about / How to do it…
- array
- about / There's more…
- association rules model
- creating, in R / Creating an association rules model in R, How to do it…, How it works...
- concepts / How it works...
- audit dataset
- example / Introduction
- automated acceptance testing
- implementing / Implementing automated acceptance testing, How to do it…, How it works..., There's more...
- automated acceptance tests
- AWS
- about / Introduction
- Storm, deploying on / Deploying Storm on AWS using Pallet, Getting ready, How to do it…, There's more…
B
- Bamboo / How it works…
- BaseRichBolt class
- about / How to do it…, How to do it…, How to do it…, How to do it…
- BaseRichBolt interface / How to do it…
- BatchCombiner function
- about / How to do it…
- Batch layer
- about / Introduction
- batch model
- batch view
- integrating / Integrating the batch and real-time views, How to do it…, How it works…
- bolt
- Unit testing / Unit testing a bolt, How to do it…, How it works…
- buildTopology method
- about / How to do it…, How it works…
C
- Cascading
- about / Introduction
- URL / Implementing TF-IDF in Hadoop
- Cascalog
- about / Implementing TF-IDF in Hadoop
- Cascalog wiki
- URL / How it works…
- Cassandra
- about / How it works…, How it works...
- URL / How it works…
- URL, for documentation / How to do it…
- CI
- about / Introduction
- CI server
- about / Setting up a CI server
- Jenkins / Setting up a CI server
- classifier function
- about / How it works...
- clean stream of terms
- deriving, from documents / Deriving a clean stream of terms from the documents, How to do it…, How it works…
- clean term
- ClickSpout class / How to do it…
- click topology
- designing / Deriving basic click statistics, How to do it…, How it works…
- ClickTopology class / How to do it…
- Clojure
- about / Integration testing of a Trident topology
- word count topology, defining in / Defining the word count topology in Clojure, How to do it…, How it works…
- clone command
- about / How to do it…
- cluster
- topology, testing in / Deploying to the cluster
- column family database
- about / How it works…
- Complex Event Processing (CEP)
- about / How it works…
- components
- used, for calculating TF-IDF / Calculating the relative importance of each term
- composition
- about / Introduction
- constrain complexity
- about / Introduction
- Continuous Delivery
- about / How it works…, Introduction
- count bolt
- implementing, in Ruby / Implementing the count bolt in Ruby, How to do it…, How it works…
- credit scoring
- about / There's more...
D
- D3
- about / How to do it…
- URL / How to do it…
- data
- publishing / How it works...
- Data Mining Group (DMG)
- about / There's more...
- data science
- about / Introduction
- dataset
- class / Introduction
- Features class / Introduction
- Labels class / Introduction
- Identifier class / Introduction
- declareOutputFields method
- about / How to do it…
- delivery pipeline
- defining / Defining a delivery pipeline, How to do it…, There's more...
- dependencies property
- about / How it works…
- development environment
- setting up / Setting up your development environment, How to do it…, How it works…
- development environment, setting
- tools, required / Setting up your development environment
- processes, required / Setting up your development environment
- DevOps
- about / How it works…
- Directed Acyclic Graph (DAG)
- about / How it works...
- distributed version control
- about / Distributed version control, How to do it…
- Git / How to do it…
- doctokenize function
- about / How it works…
- document fetch function
- about / How it works…
- DocumentFetchFunction class / How to do it…
- documents
- clean stream of terms, deriving from / Deriving a clean stream of terms from the documents, How to do it…, How it works…
- persisting, from Storm / Persisting documents from Storm, How to do it…, How it works…
- Domain Specific Language (DSL)
- about / Implementing TF-IDF in Hadoop
- Drools
- about / Rule-based analysis of the log stream
- URL / Rule-based analysis of the log stream
- knowledge session / How it works…
- Drools Fusion
- about / How it works…
- URL / How it works…
- Drools Guvnor
- URL / How to do it…
- DRPC
- about / Introduction
- reference link / Introduction
- used, for completing stream processing / Using DRPC to complete the required processing, How to do it…, How it works…
- DRPC query stream
- process, implementing / How it works…
E
- Elastic IP
- about / How to do it…
- Elastic Search
- environmental variables
- equals method
- about / How to do it…
- ETL function
- about / How it works…
- execute method / How to do it…, How to do it…, How to do it…, How to do it…, How to do it…
- Extract Fields rule
- about / How it works…
F
- Features class
- about / Introduction
- fetch() method
- about / How it works…
- filter
- about / How it works…
- Filter By Type rule
- about / How it works…
- formatDay method
- about / How it works…
G
- Ganglia
- about / There's more…
- Generators
- about / How it works…
- GeographyBolt class / How to do it…
- GeoStatsBolt class / How to do it…
- getdata() method
- about / How it works…
- getStateFactory method
- about / How to do it…
- getStringField method
- about / How it works…
- getter method
- about / How to do it…
- GIT
- about / How it works…
- Git
- about / How to do it…
- Go / How it works…
H
- Hadoop
- TF-IDF, implementing in / Implementing TF-IDF in Hadoop, How to do it…, How it works…, There's more…
- Hiera
- reference link / How to do it...
- about / How to do it...
- Host Correction rule
- about / How it works…
- Hypervisor
- about / How it works...
I
- Identifier class
- about / Introduction
- immutable state
- about / Introduction
- init.pp file
- about / How to do it…
- insights component
- about / Introduction
- installation, Kafka / Getting ready
- installation, Redis / Getting ready
- Integrated Development Environment (IDE)
- about / Getting ready
- integration test
- implementing / Implementing an integration test, How to do it…, How it works…
- creating, for log stream cluster / Creating an integration test for the log stream cluster, How to do it…, How it works…
- about / Creating an integration test for the log stream cluster, Integration testing of a Trident topology
- integration testing
- about / Implementing an integration test
- time, simulating in / Simulating time in integration testing, How to do it…, How it works…
- IntegrationTestTopology class / How to do it…
- isKeep() function
- about / How to do it…
J
- J2SE 6 SDK
- downloading / How to do it…
- java-source-paths property
- about / How it works…
- Java API
- javac-options property
- about / How it works…
- JBoss Library
- Jenkins / How it works…
- about / Setting up a CI server
- URL / Setting up a CI server
- setting up / Setting up a CI server, How to do it…, How it works…
- system environment, setting / Getting ready, How to do it…, How it works…
- Jersey
- about / How it works…
- JMock
- used, for Unit testing / Getting ready
- URL / Getting ready
- about / How it works…
- JSON
- URL / There's more…
- JSON object
- about / How it works…
- JUnit 4
- used, for Unit testing / Getting ready
K
- -> keyword
- about / How it works…
- Kafka
- about / Getting ready, Setting up a Virtual Private Cloud
- URL / Getting ready
- installing / Getting ready
- URL, for downloading / How to do it…
- launching / How it works...
- Kibana
- about / How it works…
- URL / How it works…
- knowledge session, Drools
- stateful session / How it works…
- stateless session / How it works…
- about / How it works…
L
- Labels class
- about / Introduction
- Lambda
- about / Introduction
- Lambda architecture
- reference link / Introduction
- about / Introduction, Introduction
- key concepts / Introduction
- immutable state / Introduction
- abstraction / Introduction
- composition / Introduction
- constrain complexity / Introduction
- Service layer / Introduction
- Batch layer / Introduction
- laser focus
- lein command
- about / How to do it…
- leiningen
- about / How it works…
- properties / How it works…
- Leiningen, properties
- source-paths / How it works…
- java-source-paths / How it works…
- test-paths / How it works…
- javac-options / How it works…
- repositories / How it works…
- dependencies / How it works…
- profiles / How it works…
- lemma
- log agent
- creating / Creating a log agent, How to do it…, How it works…
- log analytics dashboard
- LogCount class
- about / How to do it…, How it works…
- log data
- about / Introduction
- importance / Creating a log agent
- indexing / Indexing and persisting the log data, How to do it…, How it works…
- persisting / Indexing and persisting the log data, How to do it…, How it works…
- LogEntry class
- about / How it works…
- LogEntry object
- about / How to do it…, How to do it…
- log management system
- accomplishment / Rule-based analysis of the log stream
- LogRulesBolt class
- about / How to do it…
- LogServices class
- about / How to do it…
- log spout
- creating / Creating the log spout, How to do it…, How it works…, There's more…
- Logspout class
- about / How to do it…
- LogSpout class
- about / How to do it…
- logstash
- about / Creating a log agent
- log statistics
- counting / Counting and persisting log statistics, How to do it…, How it works…
- persisting / Counting and persisting log statistics, How to do it…, How it works…
- log stream
- rule-based analysis / Rule-based analysis of the log stream, How to do it…, How it works…
- log stream cluster
- integration test, creating for / Creating an integration test for the log stream cluster, How to do it…, How it works…
- LogTopology class
- about / How to do it…
M
- machine learning
- about / Introduction
- implementing / Introduction
- batch model / Creating a Random Forest classification model using R
- online model / Creating a Random Forest classification model using R
- makeTopology() method
- about / How to do it…
- Management Information Systems (MIS)
- about / Introduction
- MapReduce
- about / Introduction
- limitations / Introduction
- matches method
- about / How it works…
- Maven
- about / How it works…
- Mean Time to Recovery (MTTR)
- about / How it works…
- Memcached
- about / How it works...
- minimalistic
- mocking
- about / Getting ready
- Morpha Stemmer library
- URL / How it works…
- multilang protocol
- about / Implementing the multilang protocol in Qt
- implementing, in Qt / Implementing the multilang protocol in Qt, How to do it…, How it works…
N
- neural networks
- reference link / Creating a Random Forest classification model using R
- nextTuple() method / How it works…
- nextTuple method
- about / How to do it…
- nimbus class
- about / How to do it…
- NVD3
- about / How to do it…
- URL / How to do it…
O
- object
- about / There's more…
- online model
- OpenJDK
- about / How to do it…
- open method
- about / How to do it…, How it works…
- operational component
- about / Introduction
- operational data pipeline
- operational process
- Operations
- about / How it works…
- Oracle JDK
- about / How to do it…
- URL, for downloading / Getting ready
- Out Of Bag (OOB) / How to do it…
- output
- reading / How it works...
- validating / How it works...
P
- Pallet
- used, for deploying Storm on AWS / Deploying Storm on AWS using Pallet, Getting ready, How to do it…, There's more…
- properties / Deploying Storm on AWS using Pallet
- Pallet Ops
- about / Introduction
- Pig
- about / Introduction
- Platform as a Service (PaaS)
- about / Introduction
- Polyglot topology
- about / Introduction
- pom.xml file / How to do it…
- predicate
- about / How it works…
- types / How it works…
- Generators / How it works…
- Operations / How it works…
- Aggregators / How it works…
- predictive analytics
- Predictive Model Markup Language (PMML)
- about / There's more...
- prepare method
- process method
- about / How it works…, How to do it…, How it works…
- profiles property
- about / How it works…
- Project Object Model (POM)
- about / How it works…
- provisioning
- concerns / Deploying Storm on AWS using Pallet
- Puppet
- about / How it works…
- Puppet Forge
- URL / How it works...
- Puppet Master
- about / How it works…
- Python 2.7
- about / There's more...
Q
- QBasicBolt class / How to do it…, How it works…
- Qt
- multilang protocol, implementing in / Implementing the multilang protocol in Qt, How to do it…, How it works…
- about / Implementing the multilang protocol in Qt
- SplitSentence bolt, implementing in / Implementing the SplitSentence bolt in Qt, How to do it…, There's more…
- query
- about / How it works…
R
- R / There's more...
- used, for creating Random Forest classification model / Creating a Random Forest classification model using R, Getting ready, How to do it…, How it works..., There's more...
- URL, for downloading / Getting ready
- association rules model, creating in / Creating an association rules model in R, How to do it…, How it works...
- Random Forest
- about / How it works...
- used, for operational classification / Operational classification of transactional streams using Random Forest, Getting ready, How to do it…, How it works..., There's more...
- Random Forest classification model
- rawLogs
- about / How it works…
- readLine method / How to do it…
- real-time online machine learning
- real-time view
- integrating / Integrating the batch and real-time views, How to do it…, How it works…
- recommendation engine
- about / Creating a recommendation engine
- creating / Creating a recommendation engine, How to do it…, How it works...
- Redis
- about / Deriving basic click statistics
- URL / Deriving basic click statistics
- installing / Getting ready
- Regression Perceptron
- regular expression
- about / How it works…
- examples / How it works…
- regular expressions
- reference link / How it works…
- RepeatVisitBolt class / How to do it…
- repositories property
- about / How it works…
- repository
- creating / How to do it…
- responsive
- rolling window topology
- implementing / Implementing a rolling window topology, How to do it…, How it works…
- RStudio
- URL / Getting ready
- about / Getting ready
- Ruby
- count bolt, implementing in / Implementing the count bolt in Ruby, How to do it…, How it works…
- Ruby bolt
- RubyCount class
- about / How it works…
- rule-based analysis, log stream
- rules resource file
- rules / How it works…
- Host Correction rule / How it works…
- Filter By Type rule / How it works…
- Extract Fields rule / How it works…
S
- SAS / There's more...
- Scala
- about / Introduction
- Scala Build Tool (sbt)
- about / Getting ready
- Scala Build Tool (SBT)
- about / How to do it…
- seed node
- about / How to do it…
- sendMsgToParent method / How to do it…
- Service layer
- about / Introduction
- setter method
- about / How to do it…
- setup method
- about / How to do it…
- ShellBolt class / How it works…
- source-paths property
- about / How it works…
- SplitSentence bolt
- about / Implementing the SplitSentence bolt in Qt
- implementing, in Qt / Implementing the SplitSentence bolt in Qt, How to do it…, There's more…
- spout
- about / Implementing a transactional topology
- set of rules / Implementing a transactional topology
- standards based
- stateful session
- about / How it works…
- stateless session
- about / How it works…
- Storm
- provisioning / Creating a Storm cluster – provisioning Storm, How to do it…, How it works…
- documents, persisting from / Persisting documents from Storm, How to do it…, How it works…
- machine learning, implementing / Introduction
- properties / Implementing a transactional topology
- approach, selecting / Creating a Random Forest classification model using R
- deploying on AWS, Pallet used / Deploying Storm on AWS using Pallet, Getting ready, How to do it…, There's more…
- deploying into VPC, Vagrant used / Deploying Storm into Virtual Private Cloud using Vagrant, How to do it…
- Storm-Pattern
- Storm-R
- Storm cluster
- Storm JAR
- about / How it works…
- Storm Pattern Project / Creating an association rules model in R
- models / Creating an association rules model in R
- Random Forest model / Creating an association rules model in R
- Linear Regression model / Creating an association rules model in R
- Logistic Regression / Creating an association rules model in R
- Storm processor
- about / Introduction
- StormTestCase class / How to do it…
- Storm topology
- building / Setting up your development environment
- Storm wiki
- about / Introduction
- stream processing
- about / Introduction
- completing, DRPC used / Using DRPC to complete the required processing, How to do it…, How it works…
- supervisor class
- about / How to do it…
- system environment
- setting, for Jenkins / Setting up system environments, How to do it…, How it works…
T
- TermTopology class / How to do it…
- about / How to do it…
- test-paths property
- about / How it works…
- test data
- about / How it works…
- TestRepeatVisitBolt class / How to do it…
- TF-IDF
- about / Introduction, Implementing TF-IDF in Hadoop
- calculating / Calculating the relative importance of each term, How to do it…, How it works…, There's more…
- calculating, components used / Calculating the relative importance of each term
- implementing, in Hadoop / Implementing TF-IDF in Hadoop, How to do it…, How it works…, There's more…
- TfidfExpression class / How to do it…
- time
- simulating, in integration testing / Simulating time in integration testing, How to do it…, How it works…
- time bucket
- testing / How it works…
- timestamp variable
- about / How it works…
- topics
- clearing / How it works...
- topology
- testing, in cluster / Deploying to the cluster
- launching / How it works...
- transactional schematics
- transactional streams
- operational classification, Random Forest used / Operational classification of transactional streams using Random Forest, Getting ready, How to do it…, How it works..., There's more...
- transactional topology
- implementing / Implementing a transactional topology, Getting ready, How to do it…, How it works...
- transaction ID (txid)
- Trident
- about / Introduction
- Trident-ML
- Trident API
- reference link / Introduction
- Trident topology
- integration testing / Integration testing of a Trident topology, How to do it…, How it works…
- Twitter4J library
- about / How it works…
- URL / How it works…
- Twitter Bootstrap
- about / How to do it…
- Twitter dev
- URL / There's more…
- Twitter filter
- used, for creating URL stream / Creating a URL stream using a Twitter filter, How to do it…, How it works…, There's more…
U
- Ubuntu
- ui class
- about / How to do it…
- unit integration testing
- Unit testing
- about / Unit testing a bolt, How to do it…, How it works…
- JMock, used / Getting ready
- JUnit 4, used / Getting ready
- URL stream
- creating, Twitter filter used / Creating a URL stream using a Twitter filter, How to do it…, How it works…, There's more…
- user interface design
- principles / Creating a log analytics dashboard
V
- Vagrant
- about / How it works…
- used, for deploying Storm into VPC / Deploying Storm into Virtual Private Cloud using Vagrant, How to do it…
- value
- about / There's more…
- version control systems
- about / Distributed version control
- VirtualBox
- about / How it works...
- virtual machine
- about / How it works…
- provisioning / Creating a Storm cluster – provisioning the machines, How to do it..., How it works...
- virtual machine, provisioning
- Application layer / How it works...
- Hypervisor / How it works...
- Guest layer / How it works...
- virtual machine, provisioning
- layers / How it works...
- Virtual Private Cloud (VPC)
- about / Introduction
- VisitorStatsBolt method / How to do it…
- VPC
- setting up / Setting up a Virtual Private Cloud, How to do it…
- about / Setting up a Virtual Private Cloud
- Storm, deploying into / Deploying Storm into Virtual Private Cloud using Vagrant, How to do it…
W
- warm up test
- performing / How it works...
- Weka / There's more...
- word count topology
- defining, in Clojure / Defining the word count topology in Clojure, How to do it…, How it works…
Z
- zoo class
- about / How to do it…