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Big data today and tomorrow
1.
BIGdatatodayand tomorrow Mariusz Gil
2.
/ ABOUT ME
/
3.
BIGDATA This talk is
about
4.
BIGDATA? What is...
5.
6.
VOLUMElarge amounts of
data
7.
VELOCITYneeds to be
analyzed quickly
8.
VARIETYdifferent types of
structured and unstructured data
9.
Big Data is
data that is too large, complex and dynamics for any conventional data tools to capture, store, manage and analyze.
10.
30 billion pieces
of content we added past month
11.
more than 2
billion videos were watched yesterday
12.
more than 58
millions messages were send yesterday
13.
WHY?
14.
15.
690 nodes Hadoop
cluster for predictions and analytics
16.
HOW?
17.
18.
HBASE COLUMNAR STORAGE HIVE SQLDATA WAREHOUSE
ENGINE AVRO DATA SERIALIZATION MAHOUT SCALABLE MACHINE LEARNING OOZIE WORKFLOWS ORCHESTRATION ZOOKEEPER DISTRIBUTED COORDINATION SERVICE FLUME LOG COLLECTOR HDFS HADOOP DISTRIBUTED FILE SYSTEM YARN / MapReduce v2 DISTRIBUTED PROCESSING FRAMEWORK AMBARI PROVISIONING, MANAGING AND MONITORING CLUSTERS WHIRR RUNNING CLOUD SERVICES
19.
EVOLVE
20.
HADOOP! The future is
not only
21.
REALTIME Future is low
latency and
22.
23.
Apache Drill Storm
24.
BIGTHING Data is the
next
25.
thanksmariusz@mariuszgil.com
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