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Previous Chapter

APPENDIX A: References and Bibliography

Index

A

Amazon Web Services (AWS)

Analytics engine

Appliance pattern

Application architecture, big data

analytics engine

distributed (Hadoop) storage layer

Hadoop infrastructure layer

Hadoop platform management layer

ingestion layer

MapReduce (see MapReduce)

monitoring layer

moving large data

real-time engines

visualization layer

Application program interfaces (APIs) pattern

Availability, “ilities”

AWS. See Amazon Web Services (AWS)

B

BI. See Business intelligence (BI)

Big data. See also Application architecture, big data

architecture patterns

cloud enabled (see Cloud enabled big data)

data exploration, suspicious behavior on stock exchange

environment change detection

geo-redundancy and near-real-time data ingestion

Hadoop-based NoSQL database

insights and inferences

NoSQL migration architecture

platform architecture

product catalog

real-time traffic monitoring

recommendation engine

reference architecture

sentiment analysis and log processing

structured vs. unstructured

video-streaming analytics

vs. traditional BI

Big data access patterns

appliance products

connector pattern

end-to-end user driven API

Hadoop platform components

lightweight stateless pattern

near real-time pattern

rapid data analysis

data processing

Spark and Map reduce comparison

secure data access

service locator pattern

multiple data storage sites

stage transform pattern

Big data analysis

constellation search pattern

converger pattern

data queuing pattern

index-based insight pattern

log file analysis

machine learning pattern

sentiment analysis

statistical and numerical methods

unstructured data sources

Big data visualization patterns

analytical charts

business intelligence (BI) reporting

data interpretation

reporting tools

service facilitator

traditional visualization

Big Data Business Functions as a Service (BFaaS)

Big data deployment patterns

cloud and hybrid architecture

hybrid architecture patterns (see Hybrid architecture patterns, big data)

Big data storage

data appliances

data archive/purge

data-node configuration

data partitioning/indexing and lean pattern

façade pattern

business intelligence (BI) tools implementations

data warehouse (DW) implementations

in-memory cache, abstraction

RDBMS abstraction

HDFS alternatives

NoSQL databases

local NFS disks

Polyglot pattern

Business intelligence (BI)

C

Chukwa, Hadoop subproject

Cloud enabled big data

“Codd’s 12 rules”

Column-oriented databases

Compression pattern

D

DaaS. See Data Analysis as a Service (DaaS)

Data Analysis as a Service (DaaS)

Data appliances

Database platforms

Data exploration, suspicious behavior on stock exchange

Data indexing. See Big data storage

integration approaches

just-in-time transformation pattern (see Just-in-time transformation pattern)

layer and associated patterns

multidestination pattern (see Multidestination pattern)

multisource extractor pattern (see Multisource extractor pattern)

protocol converter pattern (see Protocol converter pattern)

real-time streaming patterns (see Real-time streaming patterns)

Data integration tools

Data-node configuration

Data partitioning/indexing and lean pattern

Data scientists

Data warehouse (DW)

Destination systems

Distributed and clustered flume taxonomy

Distributed master data management (D-MDM)

DMS. See Document management systems (DMS)

Document databases

Document management systems (DMS)

DW. See Data warehouse (DW)

E

Elastic MapReduce (EMR)

Environment change detection

EPs. See Event processing nodes (EPs)

“Google BigQuery”

hardware appliances

ingestion, traditional

transformation process

Event processing nodes (EPs)

Exploder pattern

F

First Glimpse (FG) pattern

G

Geo-redundancy and near-real-time data ingestion

Graph databases

H

Hadoop alternatives

Hadoop-based NoSQL database

Hadoop distributed file system (HDFS)

Hadoop distributions

analytics tools

data integration tools

ingestion tools

in-memory big data management systems

in-memory Hadoop

MapReduce alternatives

NoSQL databases

table-style database management services

Hadoop ecosystem

Hadoop physical infrastructure layer (HPIL)

Hadoop platform management layer

Hadoop SQL interfaces

HDFS. See Hadoop distributed file system (HDFS)

Hybrid architecture patterns, big data

federation pattern

Lean DevOps pattern

resource negotiator pattern

spine fabric pattern

traditional tree network pattern

I

InfoSphere Streams

Infrastructure-as-a-Code (IaaC)

Infrastructure as a Service (IaaS)

Ingestion tools

InfoSphere Streams

In-memory big data management systems

In-memory Hadoop

J

Just-in-time transformation pattern

co-existing, HDFS

K

Key-value pair databases

L

Lean DevOps pattern

Lean pattern. See Big data storage

Log file analysis

M

Maintainability

task tracker process

MapReduce alternatives

Mashup view pattern

Master data management (MDM) concepts

Message exchanger

Multidestination pattern

integration, multiple destinations

Multisource extractor pattern

collections, unstructured data

distributed and clustered flume taxonomy

energy exploration and video-surveillance equipment

N

Non-Functional requirements (NFRs)

appliance pattern

distributed search optimization access pattern

parallel exhaust pattern

security challenges

security products

variety abstraction pattern

O

Online transaction processing (OLTP) transactional data

big data system security audit

designing system

operational challenges

P, Q

Parallel exhaust pattern

Platform as a Service (PaaS)

Polyglot pattern

Polyglot persistence

Protocol converter pattern

ingestion layer

message exchanger

unstructured data, data sources

web services handler

R

RAID-configured disks

RDBMS. See Relational database management systems (RDBMS)

Real-time engines

in-memory caching

in-memory database

Real-time streaming

Real-time streaming patterns

characteristics

InfoSphere Streams

Real-time traffic monitoring

Recommendation engine

Relational database management systems (RDBMS)

Resource negotiator pattern

Revolution analytics

S

Sentiment analysis

Sentiment analysis and log processing

Service facilitator pattern

Service-level agreements (SLAs)

Service locator (SL) pattern

SLAs. See Service-level agreements (SLAs)

SQL. See Structured Query Language (SQL)

Structured Query Language (SQL)

T, U

Table-style database management services

Tivoli Key Lifecycle Manager (TKLM)

TKLM. See Tivoli Key Lifecycle Manager (TKLM)

Traditional business intelligence (BI)

Traditional tree network pattern

V

Variety abstraction pattern

Vendor-specific Hadoop services

Video-over-IP (VOIP) offerings

Video-streaming analytics

W, X, Y

Web services handler

Z

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