1. Simulation of O2 offline processing – 02/2015 Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture Eugen Mudnić

2. What has been done: Created Omnet++ DE framework for simulation of massive data processing – Implemented network flow model – Implemented simulation of simple global file system – Implemented simulation of job generation – Implemented simulation of (primitive) Processing node Storage node – Started tests/debugging of simulation framework

3. Omnet++ (4.6) – A lot of C++ 11 code – More manageable code than previous C++ vers. – Requires good C++ programming skills

4. Implemented network flow model - topology – Bandwidth sharing links, discrete data flow changes – Included some dynamics for smaller files (to be refined if necessary) – Model is defined programmatically from standard Omnet++ module/channel topology description (NED language with optional visualization) – Network simulation consumes most of simulation time – Test case: 3x300 EPN (10Gbps) 1 EPN = 8 slots 3 x SE (400Gbps) Non-blocking switches Simulation time ?

5. System configuration / job workload / ….

6. Processing node Groups of processing nodes (A,B,C) with common parameters Multiple execution slots per node Capabilities (could be matched with job requirements) Slots[0..n] BUS network Job execution (at this moment): – Load input files (remote->local storage/memory) – Execute (exec. time based on kHEPSpec of the machine) – Save output (->remote storage)

7. Storage node Groups of storage nodes (A,B,C) with common parameters One storage unit BUS network – More detailed model required Global file system / storage node content: Storage state – preserved in database for successive simulations

8. Global file system What is stored where – minimal description Where job can find required input files – Some files are with fixed position – Other have probability that they exist in on some SE File types Storage elements File instances

9. Simulation running 20000 jobs -> 900 processing nodes – Input 60000 files/output 20000 files ~4PB data EPN_A uses SE_A for data input Real time ~4h - simulation time ~4h Simulation time depends heavily on data transport parallelism At this moment not optimized

10. Current work - further steps Settled Omnet framework for massive job processing simulation Current work: improving performances, debugging Further steps: customizing to O2 data processing scenarios – Implement O2 job workload management system – Define O2-like network/EPN/storage topology – Define data distribution on storage elements (what is where) – More detailed storage and processing node model