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Machine Learning for the LHC Distributed Data Placement and Track Finding

from Monday, December 7, 2015 (10:00 AM) to Wednesday, December 9, 2015 (8:00 PM)
Other Institutes

        : Sessions
    /     : Talks
        : Breaks
Dec 7, 2015
Dec 8, 2015
Dec 9, 2015
AM
10:00 AM NRC KI Welcome - Vasily Velikhov (National Research Centre Kurchatov Institute (RU))   ()
10:10 AM Introduction and Workshop Primary Goals - Paolo Calafiura (Lawrence Berkeley National Lab. (US)) Alexei Klimentov (Brookhaven National Laboratory (US)) Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))   ()
10:20 AM
Machine Learning Principles, Tools and Libraries (I) - Mario Lassnig (CERN) (until 12:30 PM) ()
10:20 AM Machine Learning hands-on - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU)) Dr Rogozhnikov Alexey (School of Data Analysis)   ()
10:00 AM Welcome frоm LIT JINR Director - Vladimir Korenkov (Joint Inst. for Nuclear Research (RU))   ()
10:10 AM Data Science at LHC Workshop Highlights - Dirk Duellmann (CERN) David Rousseau (LAL-Orsay, FR)   ()
11:40 AM
Machine Learning Tools, Principles and Libraries (III) (until 12:40 PM) ()
11:40 AM Track Finding (COMET & SHIP) - Mikhail Hushchyn (Yandex School of Data Analysis (RU))   ()
9:30 AM
Data Placement and Distributed Computing Analytical Model (until 12:30 PM) ()
9:30 AM
Deep Learning Tutorial by Yandex (TBC) (until 12:30 PM) ()
PM
12:30 PM --- lunch ---
1:30 PM
Machine Learning Tools, Principles and Libraries (II) - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU)) (until 3:10 PM) ()
1:30 PM Topological Trigger Optimization - Tatiana Likhomanenko (National Research Centre Kurchatov Institute (RU))   ()
2:10 PM Flavour Tagging Optimization - Denis Derkach (Yandex School of Data Analysis (RU)) Tatiana Likhomanenko (National Research Centre Kurchatov Institute (RU))   ()
3:10 PM --- Tea break ---
3:30 PM
Data Placement - Alexei Klimentov (Brookhaven National Laboratory (US)) (until 6:30 PM) ()
3:30 PM Data Placement Policy Evolution in ATLAS - Alexei Klimentov (Brookhaven National Laboratory (US)) Mario Lassnig (CERN)   ()
4:10 PM Data Placement and Data Handling in LHCb - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU)) Mikhail Hushchyn (Yandex School of Data Analysis (RU))   ()
5:10 PM Data Placement simulation and Distributed Computing Simulation - round table discussion   ()
6:30 PM --- Bus to JINR (Dubna) ---
12:40 PM --- lunch ---
2:00 PM LHCbEventIndex - applications and possibilities - Nikita Kazeev (Yandex School of Data Analysis (RU))   ()
2:30 PM ML for anomaly detection in HEP detector (LHCb) - Nikita Kazeev (Yandex School of Data Analysis (RU))   ()
2:50 PM Data-Intensive Applications on HPC Using Hadoop, Spark and RADICAL-Cybertools - Prof. Shantenu Jha (Rutgers University)   ()
3:50 PM ML and Distributed Computing Modeling activities at LIT JINR - Prof. Ososkov Gennady (JINR)   ()
4:20 PM --- tea break ---
4:40 PM round table discussion   ()
7:00 PM
Workshop dinner (until 9:30 PM) ()
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