MapReduce Patterns, Algorithms, and Use Cases « Highly Scalable
february 2012 by mcroydon
Good stuff well explained.
algorithms
hadoop
mapreduce
java
patterns
february 2012 by mcroydon
Data Warehousing 101 [LWN.net]
september 2011 by mcroydon
A look at data warehousing.
bigdata
data
databases
mapreduce
september 2011 by mcroydon
Wrap Your SQL Head Around Riak MapReduce
september 2011 by mcroydon
The strangeloop edition of the Riak MapReduce talk.
riak
basho
mapreduce
map
reduce
september 2011 by mcroydon
Mining of Massive Datasets
september 2011 by mcroydon
Looks like a fantastic book on data mining.
book
books
data
datamining
mapreduce
september 2011 by mcroydon
Apache Hadoop Goes Realtime at Facebook
july 2011 by mcroydon
Elephants gone wild.
hadoop
hbase
mapreduce
programming
july 2011 by mcroydon
Pigs, Bees, and Elephants: A Comparison of Eight MapReduce Languages « Dataspora
april 2011 by mcroydon
A nice overview of toolkits.
hadoop
hive
java
mapreduce
pig
april 2011 by mcroydon
The dark side of Hadoop - BackType Technology
april 2011 by mcroydon
These are the kinds of things that you don't find out until you've been knee deep in something for awhile.
hadoop
apache
java
mapreduce
map-reduce
april 2011 by mcroydon
The Basho Blog: Why MapReduce is Easy
april 2011 by mcroydon
It's not that hard, silly.
javascript
learning
mapreduce
programming
riak
april 2011 by mcroydon
appengine-pipeline - Project Hosting on Google Code
march 2011 by mcroydon
Data processing pipelines on Appengine using Python. Looks super useful.
appengine
google
mapreduce
workflow
march 2011 by mcroydon
MapReduce from the basics to the actually useful (in under 30 minutes) - Cloudant
january 2011 by mcroydon
A really solid Map/Reduce primer using aviation data.
couchdb
database
mapreduce
tutorial
nosql
aviation
january 2011 by mcroydon
Brandyn White - Computer Vision, Hadoop, Mobile Computing, Kinect, and Big Data
january 2011 by mcroydon
A Cython-based MapReduce library.
python
cython
hadoop
mapreduce
january 2011 by mcroydon
Yelp Engineering Blog: mrjob: Distributed Computing for Everybody
november 2010 by mcroydon
A really nice wrapper around EMR.
algorithms
amazon
aws
cloudcomputing
computing
data
hadoop
framework
distributed
dist
development
datamining
library
map-reduce
map
mapreduce
nosql
opensource
yelp
webservices
search
reduce
python
programming
aa
elasticmapreduce
logs
emr
mrjob
november 2010 by mcroydon
s4: distributed stream computing platform
november 2010 by mcroydon
"S4 is a general-purpose, distributed, scalable, partially fault-tolerant, pluggable platform that allows programmers to easily develop applications for processing continuous unbounded streams of data."
apache
bigdata
cloud
cloudcomputing
cluster
computing
mapreduce
map
java
hadoop
framework
distributed
data
opensource
processing
platform
programming
real-time
streaming
stream
software
scalability
reduce
realtime
streamprocessing
yahoo
tool
s4
streams
november 2010 by mcroydon
SHARD: Storing and Querying Large-Scale SemWeb Data
november 2010 by mcroydon
An excellent slide deck presenting SHARD at HadoopWorld.
rdf
triplestore
hadoop
hdfs
mapreduce
lubm
november 2010 by mcroydon
SHARD Triple-Store
october 2010 by mcroydon
"SHARD is a proof-of-concept use of high-performance, low-cost distributed computing technology to develop a highly scalable triple-store. SHARD is released as an open-source project on the BSD license."
database
db
cloud
distributed
hadoop
lubm
mapreduce
rdf
store
sparql
storage
shard
semweb
semanticweb
scalability
triple-store
october 2010 by mcroydon
Google search index splits with MapReduce • The Register
september 2010 by mcroydon
Teach the world to Zig then Zag.
algorithms
architecture
bigdata
article
bigtable
gfs
distributed
database
computing
computers
caffeine
google
grid
hadoop
index
indexing
mapreduce
technology
search
scalability
research
programming
colossus
gfs2
news
september 2010 by mcroydon
appengine-mapreduce - Project Hosting on Google Code
july 2010 by mcroydon
Pretty slick that it's built atop vanilla appengine.
appengine
cloud
cloud-computing
google
gae
hadoop
saas
python
optimization
nosql
mapreduce
scalability
webdev
develop
july 2010 by mcroydon
How Raytheon Researchers are Using Hadoop to Build a Scalable, Distributed Triple Store « Cloudera » Apache Hadoop for the Enterprise
march 2010 by mcroydon
Triplestores and Hadoop. Together.
hadoop
triplestore
article
articles
cloud
cloudcomputing
cloudera
database
hdfs
graphs
graph
distributed
development
mapreduce
nosql
programming
repository
rdf
scalability
toread
sparql
semanticweb
shard
semantic_web
semantic
triple
web
march 2010 by mcroydon
Lucid Imagination » Integrating Apache Mahout with Apache Lucene and Solr – Part I (of 3)
march 2010 by mcroydon
It looks like it's pretty darn easy to hook up Solr and Mahout. I can't wait to read more.
analysis
apache
learning
hadoop
lucene
machinelearning
solr
searchengine
opensource
mapreduce
ml
nlp
mahout
textmining
toread
march 2010 by mcroydon
Lineland
march 2010 by mcroydon
Scroll through for lots and lots of HBase internals.
blog
distributed
hadoop
hbase
nosql
mapreduce
programming
systems
storage
reference
march 2010 by mcroydon
Geeking with Greg: GFS and its evolution
march 2010 by mcroydon
Interesting problems in light of how many people have copied parts of GFS, BigTable, and MapReduce.
via:chl
google
gfs
mapreduce
bigtable
march 2010 by mcroydon
Why Europe’s Largest Ad Targeting Platform Uses Hadoop « Cloudera » Apache Hadoop for the Enterprise
march 2010 by mcroydon
Moving from Postgres to HDFS + Pig and MapReduce for large data storage, analysis, and aggregation.
clojure
data
cloud
database
development
hadoop
mapreduce
web
nosql
march 2010 by mcroydon
Data-Intensive Text Processing with MapReduce
february 2010 by mcroydon
I flipped through this during the conference and need to read through it more thoroughly.
programming
design
data
reference
book
free
books
geek
pdf
text
hadoop
distributed
online
algorithm
algorithms
mapreduce
datamining
to-read
ebooks
nlp
ir
textmining
distributedcomputing
text-mining
developers
draft
february 2010 by mcroydon
Lineland: HBase vs. BigTable Comparison
november 2009 by mcroydon
A nice feature rundown as compared to BigTable.
google
reference
database
toread
storage
hadoop
distributed
bigtable
comparison
mapreduce
nosql
hbase
compare
november 2009 by mcroydon
Hadoop World: NYC 2009 | Cloudera
november 2009 by mcroydon
All of the presentation decks in one place. Handy.
hadoop
presentation
yahoo
mapreduce
cloud
list
slides
conference
2009
presentations
event
cloudera
foss
world
new
conferences
nyc
hadoopworld
november 2009 by mcroydon
Lineland: Hive vs. Pig
november 2009 by mcroydon
Different tools for different jobs, but it's hard choosing sometimes when you're in the Hadoop ecosystem.
database
hadoop
mapreduce
comparison
hive
pig
november 2009 by mcroydon
Building a Data Intensive Web Application with Cloudera, Hadoop, Hive, Pig, and EC2 | Cloudera
november 2009 by mcroydon
A nice look at end-to-end data analysis of big datasets using things like Pig and Hive.
programming
web
data
database
tools
webdev
business
toread
howto
tutorial
amazon
dev
scalability
hadoop
architecture
aws
computing
cluster
ec2
pig
trends
hive
cloudera
cloudcomputing
analytics
datamining
mapreduce
cloud
application
november 2009 by mcroydon
Hadoop, Pig, and Twitter (NoSQL East 2009)
november 2009 by mcroydon
An awesome deck showing of Pig and how Twitter uses it.
programming
data
database
howto
server
dev
search
statistics
hadoop
presentation
mapreduce
datamining
twitter
analytics
slides
presentations
nosql
bigdata
socialnetworks
slideshare
hdfs
pig
big
functional
data_mining
november 2009 by mcroydon
GoodDoop
october 2009 by mcroydon
A nice set of recipes for Hadoop that probably translate well to other Map/Reduce architectures.
wiki
algorithms
algorithm
hadoop
mapreduce
examples
recipe
october 2009 by mcroydon
Analyzing Human Genomes with Hadoop » Cloudera Hadoop & Big Data Blog
october 2009 by mcroydon
A fantastic writeup of absurdly fast sequencing software that can analyze a human genome in about 3 hours for less than $100 of AWS resources. Pretty darned impressive.
data
opensource
computer
amazon
algorithms
aws
hadoop
ec2
mapreduce
dna
bioinformatics
cloudera
trend
genetics
genome
foss
genomics
october 2009 by mcroydon
Cloudera Desktop | Cloudera
october 2009 by mcroydon
A GUI for scheduling jobs and checking in on your cluster.
programming
web
software
development
tools
distributed
ui
management
computing
hadoop
cloud
cluster
clustering
mapreduce
os
gui
tool
backup
desktop
admin
cloudera
monitor
operations
october 2009 by mcroydon
Riak - A Decentralized Database
october 2009 by mcroydon
"Riak combines a decentralized key-value store, a flexible map/reduce engine, and a friendly HTTP/JSON query interface to provide a database ideally suited for Web applications." Erlang under the hood.
programming
web
development
key-value
database
webdev
opensource
erlang
storage
scalability
distributed
rest
databases
http
mapreduce
json
db
couchdb
store
kvstore
datastore
keyvalue
nosql
document
cloudcomputing
riak
decentralized
basho
documentoriented
key-value-store
october 2009 by mcroydon
Tracking Trends with Hadoop and Hive on EC2 » Cloudera Hadoop & Big Data Blog
august 2009 by mcroydon
A detailed run through of data warehousing and creating trending results for wikipedia data.
python
data
database
howto
tutorial
wikipedia
rails
scaling
hadoop
aws
resources
ec2
cloud
mapreduce
datamining
sparklines
rubyonrails
trends
hive
cloudera
bigdata
log
t
trendingtopics
august 2009 by mcroydon
NAACL/HLT 2009 Tutorial: Data-Intensive Text Processing with MapReduce
august 2009 by mcroydon
"This half-day tutorial introduces participants to data-intensive text processing with the MapReduce programming model (Dean and Ghemawat, 2004), using the open-source Hadoop implementation."
tutorial
hadoop
graph
slides
mapreduce
nlp
machine_learning
textmining
via:pskomoroch
august 2009 by mcroydon
HadoopDB Project
july 2009 by mcroydon
Interesting approach, we'll see if it has legs.
programming
software
development
database
java
opensource
research
scalability
distributed
performance
scaling
hadoop
cluster
postgresql
databases
mysql
hadoopdb
map-reduce
hive
dbms
rdbms
2009
analytics
postgres
db
sql
mapreduce
yale
vldb
july 2009 by mcroydon
DBMS Musings: Announcing release of HadoopDB (longer version)
july 2009 by mcroydon
/me increments the "databases atop hadoop" counter (and takes a sip).
database
opensource
scalability
research
distributed
performance
hadoop
cluster
postgresql
mapreduce
project
datawarehouse
hadoopdb
distributedcomputing
july 2009 by mcroydon
Project Voldemort Blog : Building a terabyte-scale data cycle at LinkedIn with Hadoop and Project Voldemort
july 2009 by mcroydon
More on what makes Voldemort tick.
design
development
data
database
toread
erlang
java
scalability
storage
architecture
distributed
performance
scaling
hadoop
cluster
grid
cloud
mapreduce
db
caching
analytics
arch
key-value
dht
keyvalue
scale
voldemort
batch
linkedin
datastore
july 2009 by mcroydon
Should you go Beyond Relational Databases? | Think Vitamin
july 2009 by mcroydon
Includes links to a bunch of graph databases too.
programming
development
web
data
reference
database
toread
technology
opensource
dev
scalability
storage
work
hadoop
article
graph
databases
mysql
nosql
keyvalue
bigtable
rdbms
resource
reading
couchdb
comparison
db
mapreduce
relational
alternative
july 2009 by mcroydon
Engineering @ Facebook's Notes | Facebook
june 2009 by mcroydon
Big big big data warehousing / data mining.
design
data
database
blog
java
map
scalability
storage
distributed
computing
scaling
article
hadoop
sql
mapreduce
db
reading
facebook
analytics
rdbms
arch
comment
hive
datawarehouse
warehouse
data-warehousing
hdfs
dw
june 2009 by mcroydon
MIT Database Systems (6.830) TA Course Notes - marcua's blog
june 2009 by mcroydon
Good looking lightweight TA notes.
programming
reference
data
database
tutorial
toread
blog
education
free
computing
databases
learning
cs
mapreduce
sql
db
notes
academic
mit
course
lectures
lecture
courses
class
rdbms
bigtable
systems
6.830
10
ta
june 2009 by mcroydon
Cloudera's Distribution for Hadoop | Cloudera
june 2009 by mcroydon
Includes lots of feature tickets that are pretty stable but not yet in a Hadoop release. It reminds me a lot of Debian unstable or Ubuntu a month or so before release. Good stuff indeed. Includes RPM and APT package management options.
software
data
linux
google
search
aws
distributed
computing
ec2
hadoop
cloud
mapreduce
cloudcomputing
distribution
clusters
packaging
cloudera
cloud-computing
rpm
apt
june 2009 by mcroydon
Hadoop User Group UK: HUGUK #2 - Wrap up
may 2009 by mcroydon
A nice collection of Hadoop decks/presentations.
programming
development
java
presentation
framework
hadoop
apache
community
mapreduce
slides
uk
london
presentations
videos
class
hbase
2009
last.fm
mahout
pagerank
cloudera
usergroup
may 2009 by mcroydon
Python Package Index : hash_ring 1.2
may 2009 by mcroydon
Yay consistent hashing!
python
distributed
memcached
mapreduce
hashing
may 2009 by mcroydon
Greenplum: the petabyte-scale database for data warehousing and business intelligence.
may 2009 by mcroydon
Petabyte data mining and data warehousing.
programming
software
development
data
database
business
technology
opensource
storage
scalability
performance
cluster
postgresql
startup
open
postgres
sql
mapreduce
datamining
db
analytics
oss
reporting
rdbms
intelligence
bi
businessintelligence
datawarehouse
greenplum
bizgres
may 2009 by mcroydon
Apache Mahout - Taste Documentation
april 2009 by mcroydon
Collaborative filtering as part of the Mahout project. Also includes a web services interface for interfacing with non-Java stuff.
software
java
search
algorithm
cluster
apache
mapreduce
machinelearning
engine
filtering
recommendation
webservice
recommendations
mahout
april 2009 by mcroydon
Cloudera Hadoop & Big Data Blog » Blog Archive » Using Hadoop to Annotate Billions of Web Documents with Semantics
april 2009 by mcroydon
Not sure how much meat there is in this article, but what they're doing sounds awesome.
search
scaling
hadoop
mapreduce
examples
semantic
april 2009 by mcroydon
Amazon Web Services Developer Community : Finding Similar Items with Amazon Elastic MapReduce, Python, and Hadoop Streaming
april 2009 by mcroydon
Excellent tutorial on diving in to Hadoop streaming on AWS.
python
howto
code
amazon
aws
streaming
ec2
hadoop
netflix
mapreduce
recommendation
similarity
april 2009 by mcroydon
UC Berkeley Machine Learning Tea / Hadoop for Machine Learning Guide
march 2009 by mcroydon
Nice and simple example of ML in Java with Hadoop from the Berkeley ML tea.
research
hadoop
mapreduce
datamining
machinelearning
machine_learning
regression
march 2009 by mcroydon
Seng 474 - Spring2009, Course Outline, Alex Thomo
march 2009 by mcroydon
I love the smell of data mining in the spring.
python
code
mapreduce
slides
datamining
lectures
machinelearning
course
march 2009 by mcroydon
Understanding HBase and BigTable - Jimbojw.com
march 2009 by mcroydon
Excellent introduction to HBase.
data
google
reference
database
howto
tutorial
java
blog
scalability
architecture
cluster
distributed
article
hadoop
grid
mapreduce
db
cloudcomputing
articles
bigtable
hbase
overview
differences
relationaldb
march 2009 by mcroydon
EE694 21 - Cloud Computing and Hadoop - JAMWiki
march 2009 by mcroydon
A nice roundup of external links.
hadoop
course
learning
mapreduce
march 2009 by mcroydon
Pragmatic Programming Techniques: Solving TF-IDF using Map-Reduce
february 2009 by mcroydon
This is pretty simple and would apply to CouchDB pretty easily.
programming
search
algorithm
mapreduce
ir
february 2009 by mcroydon
Cornell Web Lab: Hadoop
february 2009 by mcroydon
Running Hadoop on OSX is relatively easy.
reference
mac
tutorial
java
hadoop
mapreduce
install
february 2009 by mcroydon
ECE-572 Lecture Schedule & Overheads
february 2009 by mcroydon
A nice collection of Map/Reduce readings so far.
mapreduce
distributed
computing
course
compsci
february 2009 by mcroydon
tuulos's ringo at master — GitHub
december 2008 by mcroydon
immutable key/value store written on top of Disco, a map/reduce framework built by Nokia Research.
python
database
nokia
erlang
storage
scalability
scaling
distributed
cache
mogilefs
parallel
hash
caching
cloud
distribution
mapreduce
dbms
consistent
hashing
ringo
dht
dynamo
december 2008 by mcroydon
happy - Google Code
october 2008 by mcroydon
I still think I like pure python + Hadoop streaming but I'll definitely keep this in mind.
python
programming
software
development
google
code
howto
library
java
dev
scalability
architecture
apache
cluster
framework
distributed
opensource
grid
hadoop
mapreduce
concurrency
nlp
via:pskomoroch
jython
happy
metaweb
freebase
map-reduce
october 2008 by mcroydon
Hadoop Example Program
october 2008 by mcroydon
A simple Python Hadoop program that doesn't involve word counts!
python
programming
tutorial
java
code
distributed
source
hadoop
todo
mapreduce
example
via:pskomoroch
october 2008 by mcroydon
A Map Reduce Framework for Programming Graphics Processors
september 2008 by mcroydon
Map/Reduce in CUDA. Thanks for the tip, Alex.
cuda
gpu
map
reduce
mapreduce
september 2008 by mcroydon
Disco
september 2008 by mcroydon
I think I need to change my pants.
python
programming
software
open-source
development
data
nokia
distributed-computing
database
erlang
library
dev
map
research
scalability
computing
cluster
distributed
reduce
mapreduce
cloud
opensource
parallel
concurrency
hadoop
ec2
framework
september 2008 by mcroydon
Apache Mahout - Overview
march 2008 by mcroydon
"Mahout's goal is to build scalable, Apache licensed machine learning libraries."
ai
algorithms
apache
hadoop
java
learning
lucene
mapreduce
programming
search
march 2008 by mcroydon
mr.iap.2008 - Mr. IAP - 2008
march 2008 by mcroydon
MapReduce as course at MIT
hadoop
mit
map
reduce
mapreduce
distributed
computing
march 2008 by mcroydon
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