Thematic CERN School of Computing 2020Cancelled

7 Jun 2020, 11:00 → 13 Jun 2020, 11:00 Europe/Zagreb

Split, Croatia

Ivica Puljak (University of Split, FESB), Sebastian Lopienski (CERN), Joelma Tolomeo (CERN)

Due to COVID-19, the Thematic CERN School of Computing 2020 is cancelled. Thank you for your interest in the school, and we hope to welcome you at the tCSC 2021. 

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The 8th Thematic CERN School of Computing (tCSC 2020) will take place on June 7-13, 2020 in the city of Split, Croatia.

The theme of the School is "Efficient Scientific Software for Heterogeneous Architectures" - see the academic programme for more details.

The School is aimed at postgraduate (i.e. minimum of Bachelor degree or equivalent) students, engineers and scientists with a few years' experience in particle physics, in computing, or in related fields. We welcome applications from all countries and nationalities.

Applications are now closed.

tCSC 2020 is organized by CERN in collaboration with the University of Split (FESB) and is hosted at the Mediterranean Institute For Life Sciences (MEDILS) Conference Centre. The Centre is a historical renovated building situated in a wooded and landscaped park located on the Adriatic Sea coast, a few kilometres from the centre of Split.

Important Dates

• Thursday 27 February 2020 - deadline for application.
• Tuesday 3 March - you will be informed about the outcome of the selection by email.
• Sunday 5 April - latest date for School fees payment if you are accepted. On hold until new communication.
• Sunday 7 June morning - student arrivals and registration at MEDILS - Opening ceremony starts at 15:00.
• Saturday 13 June morning - departure.

                   

 

tCSC 2020 - Poster.pdf

Sunday 7 June

11:00 Registration

13:00 Lunch

14:00 Registration / Coffee break

1 Opening Ceremony

Speakers: Frederic Hemmer (CERN), Ivica Puljak (University of Split, FESB), Sebastian Lopienski (CERN)

2 Introduction to efficient computing

Technologies and Platforms - lecture 1

• The evolution of computing hardware and what it means in practice
• The seven dimensions of performance
• Controlling and benchmarking your computer and software
• Software that scales with the hardware
• Advanced performance tuning in hardware

Speaker: Andrzej Nowak

3 Writing parallel software

Parallel and Optimised Scientific Software - lecture 1

• Amdahl's and Gustafson's laws
• Asynchronous execution
• Finding concurrency, task vs. data parallelism
• Using threading in C++ and Python, comparison with multi-process
• Resource protection and thread safety
• Locks, thread local storage, atomic operations

Speaker: Sebastien Ponce

20:00 Outside Welcome Dinner

Monday 8 June

4 Announcements

5 Hardware evolution and heterogeneity

Technologies and Platforms - lecture 2

• Accelerators, co-processors, heterogeneity
• Memory architectures, hardware caching and NUMA
• Compute devices: CPU, GPU, FPGA, ASIC etc.
• The role of compilers

Speaker: Andrzej Nowak

11:15 Coffee

6 Modern programming languages for HEP

Parallel and Optimised Scientific Software - lecture 2

• Why Python and C++ ?
• Recent evolutions: C++ 11/14/17
• Modern features of C++ related to performance
• Templating versus inheritance, pros and cons of virtual inheritance
• Python 3, and switching from Python 2

Speaker: Sebastien Ponce

13:00 Lunch

14:00 Study time and/or daily sports

15:45 Coffee

7 Data-oriented design

Technologies and Platforms - lecture 3

• Hardware vectorization in detail – theory vs. practice
• Software design for vectorization and smooth data flow
• How can compilers and other tools help?

Speaker: Andrzej Nowak

8 Technologies and Platforms - exercise 1

Speaker: Andrzej Nowak

9 Technologies and Platforms - exercise 2

Speaker: Andrzej Nowak

20:00 Dinner at MEDILS

10 Special evening talk: Future of the Universe and of Humanity

Speaker: Ivica Puljak (University of Split, FESB)

Tuesday 9 June

11 Technologies and Platforms - exercise 3

Speaker: Andrzej Nowak

12 Technologies and Platforms - exercise 4

Speaker: Andrzej Nowak

11:00 Coffee

13 Announcements

14 Scientific computing on heterogeneous architectures

Programming for Heterogeneous Architectures - lecture 1

• Introduction to heterogeneous architectures and the performance challenge
• From general to specialized: Hardware accelerators and applications
• Type of workloads ideal for different accelerators
• Trade-offs between multi-core and many-core architectures
• Implications of heterogeneous hardware on the design and architecture of scientific software
• Embarrassingly parallel scientific applications in HPC and CERN

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

13:00 Lunch

14:00 Study time and/or daily sports

15:30 Coffee

15:45 Official School Photo

15 Student presentations

2019 tCSC - student presentations.pdf

5 - Cristian Schuszter.pdf

google-my-maps-adeel-ahmad

google-my-maps-adeel-ahmad.pdf

MihaiPatrascoiu_LeveragingTheCompiler.pdf

Natasha_Khan_tcsc.key

tCSC2019_Sharad

16 Parallel and Optimised Scientific Software - exercise 3

Speaker: Sebastien Ponce

17 Parallel and Optimised Scientific Software - exercise 4

Speaker: Sebastien Ponce

20:00 Dinner at MEDILS

Wednesday 10 June

18 Programming for GPUs

Programming for Heterogeneous Architectures - lecture 2

• From SIMD to SPMD, a programming model transition
• Thread and memory organization
• Basic building blocks of a GPU program
• Debugging and profiling a GPU application

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

19 Optimizing existing large codebase

Parallel and Optimised Scientific Software - lecture 3

• Measuring performance, tools and key indicators
• Improving memory handling
• The nightmare of thread safety
• Code modernization and low level optimizations
• Data structures for efficient computation in modern C++

Speaker: Sebastien Ponce

20 Announcements

11:15 Coffee

21 Parallel cross-architecture programming

Programming for Heterogeneous Architectures - lecture 3

• Data locality, coalesced memory accesses, tiled data processing
• Control flow, synchronization, atomics
• Other standards: SYCL, HIP, OpenCL
• Middleware libraries and cross-architecture compatibility

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

13:00 Lunch

14:00 Special sports afternoon

Rafting near Omis, Free time in Omis

19:00 Outside dinner

Thursday 11 June

22 Programming for Heterogeneous Architectures - exercise 1

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

23 Programming for Heterogeneous Architectures - exercise 2

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

11:00 Coffee

24 Announcements

25 Design patterns and best practices

Programming for Heterogeneous Architectures - lecture 4

• GPU streams, pipelined memory transfers
• Good practices: single precision, branchless, avoid register spilling, convert the problem
• Reusable parallel design patterns with real-life applications
• Under the hood: Warps, masked execution, floating point rounding

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

13:00 Lunch

14:00 Study time and/or daily sports

15:45 Coffee

26 Practical vectorization

Parallel and Optimised Scientific Software - lecture 4

• Measuring vectorization level
• What to expect from vectorization
• Preparing code for vectorization
• Vectorizing techniques in C++: intrinsics, libraries, autovectorization

Speaker: Sebastien Ponce

27 Parallel and Optimised Scientific Software - exercise 1

Optimisation of an existing, production grade large codebase - exercise 1

Speaker: Sebastien Ponce

28 Parallel and Optimised Scientific Software - exercise 2

Optimisation of an existing, production grade large codebase - exercise 2

Speaker: Sebastien Ponce

20:00 Dinner at MEDILS

Friday 12 June

29 Programming for Heterogeneous Architectures - exercise 3

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

30 Programming for Heterogeneous Architectures - exercise 4

Speaker: Daniel Campora (Nikhef National institute for subatomic physics (NL))

11:00 Coffee

31 Announcements

32 Summary and future technologies overview

Technologies and Platforms - lecture 4

• Teaching program summary and wrap-up
• Next-generation memory technologies and interconnect
• Rack-sized data centres and future computing evolution

Speaker: Andrzej Nowak

13:00 Lunch

33 Exam

16:30 Coffee

34 Closing Session

18:15 Visit to Split

20:00 Outside Closing Dinner

Saturday 13 June

09:00 Departure