Download - Distilling Insights @ Appsflyer
Kafka
Columnar Database(Redshift- evaluating Vertica)
IMDG(Ignite - evaluating Geode)
Secor
Spark
Aggregations
SparkSQL(evaluating
Drill, Presto)
SQL
SQL
Raw(sequence
files)
DW(parquet
files)
DM(Aggregations)
Application dashboard
Self-serveBI
(TBD)SparkETLSparkSparkML
Latest Events
Scoring
exploration
Agg. logic
Internal tools
installs clicksinapplaunches
Accounts
Data’s hierarchy of needs*
*With apologies to Maslow
Actedupon
presented
Distilled
Usable
Accessible
Exist
Kafka
Columnar Database(Redshift- evaluating Vertica)
IMDG(Ignite - evaluating Geode)
Secor
Spark
Aggregations
SparkSQL(evaluating
Drill, Presto)
SQL
SQL
Raw(sequence
files)
DW(parquet
files)
DM(Aggregations)
Application dashboard
Self-serveBI
(TBD)SparkETLSparkSparkML
Latest Events
Scoring
exploration
Agg. logic
Internal tools
installs clicksinapplaunches
Accounts
Kafka
Columnar Database(Redshift- evaluating Vertica)
IMDG(Ignite - evaluating Geode)
Secor
Spark
Aggregations
SparkSQL(evaluating
Drill, Presto)
SQL
SQL
Raw(sequence
files)
DW(parquet
files)
DM(Aggregations)
Application dashboard
Self-serveBI
(TBD)SparkETLSparkSparkML
Latest Events
Scoring
exploration
Agg. logic
Internal tools
installs clicksinapplaunches
Accounts
Kafka
Columnar Database(Redshift- evaluating Vertica)
IMDG(Ignite - evaluating Geode)
Secor
Spark
Aggregations
SparkSQL(evaluating
Drill, Presto)
SQL
SQL
Raw(sequence
files)
DW(parquet
files)
DM(Aggregations)
Application dashboard
Self-serveBI
(TBD)SparkETLSparkSparkML
Latest Events
Scoring
exploration
Agg. logic
Internal tools
installs clicksinapplaunches
Accounts
Kafka
Columnar Database(Redshift- evaluating Vertica)
IMDG(Ignite - evaluating Geode)
Secor
Spark
Aggregations
SparkSQL(evaluating
Drill, Presto)
SQL
SQL
Raw(sequence
files)
DW(parquet
files)
DM(Aggregations)
Application dashboard
Self-serveBI
(TBD)SparkETLSparkSparkML
Latest Events
Scoring
exploration
Agg. logic
Internal tools
installs clicksinapplaunches
Accounts
Kafka
Columnar Database(Redshift- evaluating Vertica)
IMDG(Ignite - evaluating Geode)
Secor
Spark
Aggregations
SparkSQL(evaluating
Drill, Presto)
SQL
SQL
Raw(sequence
files)
DW(parquet
files)
DM(Aggregations)
Application dashboard
Self-serveBI
(TBD)SparkETLSparkSparkML
Latest Events
Scoring
exploration
Agg. logic
Internal tools
installs clicksinapplaunches
Accounts