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MANY different definitions
“Too big for one computer”
“When the size becomes a problem”
“Distributed systems and non-
conventional database technologies”
MANY different definitions
“Too big for one computer”
“When the size becomes a problem”
“Distributed systems and non-
conventional database technologies”
All is relative… AHN3 and NDW
AHN3: 1.5 billion points
> 1TB in size
NDW traffic data: 27.000
measurements per minute
All is relative… LHC @CERN
The Large Hadron Collider (LHC) at CERN Data Centre:
• 600 million collisions per second
• Filtered to 1GB/s (roughly 80.000 GB/day)
• >> 10.000 processing cores
All is relative… SKA TELESCOPE
The SKA project (2024):
• One exabyte of data every day
(1000 * 1000 * 1000 GB)
• Requires millions of
traditional servers
Are you well equipped?
Data Engineer
“Hacker mindset”
“Builds the product”
System implementation
Scripting (Python, JavaScript)
Databases (SQL, NoSQL)
Big Data (Hadoop, Spark)
Data Scientist
“Curious about data”
“Asks the right questions”
Statistics (R)
Story-telling
Visualisation and cartography
Analysis (ESRI ArcGIS)
Are you well equipped?
Data Scientist
“Curious about data”
“Asks the right questions”
Statistics (R)
Story-telling
Visualisation and cartography
Analysis (ESRI ArcGIS)
Are you well equipped?
Data Engineer
“Hacker mindset”
“Builds the product”
System implementation
Scripting (Python, JavaScript)
Databases (SQL, NoSQL)
Big Data (Hadoop, Spark)
Are you well equipped?
Data Scientist
“Curious about data”
“Asks the right questions”
Statistics (R)
Story-telling
Visualisation and cartography
Analysis (ESRI ArcGIS)
Are you well equipped?
Data Engineer
“Hacker mindset”
“Builds the product”
System implementation
Scripting (Python, JavaScript)
Databases (SQL, NoSQL)
Big Data (Hadoop, Spark)
Are you well equipped?
Data Engineer
“Hacker mindset”
“Builds the product”
System implementation
Scripting (Python, JavaScript)
Databases (SQL, NoSQL)
Big Data (Hadoop, Spark)
Data Scientist
“Curious about data”
“Asks the right questions”
Statistics (R)
Story-telling
Visualisation and cartography
Analysis (ESRI ArcGIS)
Are you well equipped?
Data Scientist Data Engineer
“Curious about data”
“Asks the right questions”
“Hacker mindset”
“Builds the product”
System implementation
Scripting (Python, JavaScript)
Databases (SQL, NoSQL)
Big Data (Hadoop, Spark)Statistics (R)
Story-telling
Visualisation and cartography
Analysis (ESRI ArcGIS)
Are you well equipped?
Data Scientist Data Engineer
“Curious about data”
“Asks the right questions”
“Hacker mindset”
“Builds the product”
System implementation
Scripting (Python, JavaScript)
Databases (SQL, NoSQL)
Big Data (Hadoop, Spark)Statistics (R)
Story-telling
Visualisation and cartography
Analysis (ESRI ArcGIS)