Seismic Processing at CGG
Jean-Yves Blanc
June 2016
Agenda
What is seismic processing?
CGG specificities
Subsurface Imaging Business Line
Some highlights of our HPC infrastructure
2
What is seismic processing?
3
Echography at scale
4
Acquiring geophysical data
5
• 1-10Ks of square km
• Months to years
• 1000s of people
• 10s of PB raw data
Raw seismic data
6
• 100s TB to 10s PB
• Several trucks of tapes
• 1000s of samples per trace
• 100k-10s millions of traces per sqkm
Single
Recorded
“Trace”
Traces on a single line (on-shore)
“Customized” processing sequence & technology
7
Reformat from SEG-Y format field data
Geometry assignment
Elevation Statics
Spherical Divergence Correction
Statistical de-spike for high amplitude noise bursts
Aliased linear noise attenuation
Adaptive Ground-roll Attenuation
Guided Wave Removal with primary protection
3D Random noise attenuation with primary protection
Statistical de-spike on randomized
1st pass residual statics
Surface Consistent Deconvolution
Surface Consistent Amplitude Correction
COV denoise, with primary protection
3D regularisation
PSTM
Structurally-consistent dip filter
Linear RADON
Parabolic RADON
Trim statics
Time variant scaling
Need ~10-20x storage buffers for every project
End product: Image & reservoir properties
8 12km
2km
9
CGG specificities
An integrated geoscience provider
10
Full range of products and clear market leadership onshore, offshore and downhole:
Technology leadership
Large installed base
A cornerstone for CGG integrated solutions
Equipment Acquisition
Full range of seismic and other
geophysical methods for acquisition:
Marine
Land
Multi-Physics
Seabed*
Geology,Geophysics
& Reservoir
Subsurface Imaging
GeoConsulting
GeoSoftware
Multi-Client & New Ventures
Data Management Services
And a pure player focused on technology
11
1930 1940 1950 1960 2020 1970 1980 1990 2000 2010
Over 80 years of innovation leadership
Ongoing R&D commitment
Technology partnerships and centers
Creation of CGG
Wide Azimuth
Long-Offset Marine Acquisition
Digital Innovation
Processing on Micro
Sercel 408
2D Innovation
UltraSeis
Kirchhoff PSDM
3D SRME
BroadSeis
TTI RTM
HPVA
Sercel 428
FWI
Sentinel
Reflection Seismic
3D Innovation
Sercel 348 UNITE
StagSeis
Sentinel MS
Sercel 508XT
RoqSCAN
FALCON
EV2
An industrial company making money out of HPC
12 CPU GPU
0
2
4
6
8
10
2008
2009
2010
2011
2012
2013
CPU
GPU
13
Subsurface Imaging Business Line
A large organization
14
• #1 in seismic processing
• 26 processing centers
• Around 2000 people
• Above 150 clients
• In-house software
• 100s of researchers
• Even more developers
Our HPC infrastructure
15
• 10 000s cluster nodes
• Very high density
• Intel single-socket chips
• Significant local storage
• Ethernet interconnect
• 1000s GPU servers
• Very high density
• Very fast local storage
• Ethernet interconnect
• 100s PB storage
• Raid 6 with distr. parity
• Low-cost drives
• In-house architecture
• Very good fault-tolerance
Our processing software: geovation
16
• 10s M lines of code
• 500+ processing batch modules
• 10s interactive applications
• Job scheduler
• Storage middleware
• Cluster management tools
17
Some highlights of our HPC infrastructure
Strategic partnership: AMD example
18
Evaporative cooling in the UK
19
PUE is 1.06
Oil immersion
20
50+ % electricity savings
PUE reduced to 1.02
• Large-scale GPU farms are complex to manage
• Oil immersion adds its own complexity
• Vendors now have oil-ready GPU servers
• Oil immersion allows higher power density
Conclusion
Interesting challenges
Depressed oil & gas market
Nonetheless managing a fairly significant HPC infrastructure
Interesting technological projects
Continue to look for top talents!!
22
Thank you