Machine Learning for the LHC Distributed Data Placement and Track Finding

from Monday, 7 December 2015 (10:00) to Wednesday, 9 December 2015 (20:00)
Other Institutes

        : Sessions
    /     : Talks
        : Breaks
7 Dec 2015
8 Dec 2015
9 Dec 2015
AM
10:00 NRC KI Welcome - Vasily Velikhov (National Research Centre Kurchatov Institute (RU))   ()
10:10 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
Machine Learning Principles, Tools and Libraries (I) - Mario Lassnig (CERN) (until 12:30) ()
10:20 Machine Learning hands-on - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU)) Dr Rogozhnikov Alexey (School of Data Analysis)   ()
10:00 Welcome frоm LIT JINR Director - Vladimir Korenkov (Joint Inst. for Nuclear Research (RU))   ()
10:10 Data Science at LHC Workshop Highlights - Dirk Duellmann (CERN) David Rousseau (LAL-Orsay, FR)   ()
11:40
Machine Learning Tools, Principles and Libraries (III) (until 12:40) ()
11:40 Track Finding (COMET & SHIP) - Mikhail Hushchyn (Yandex School of Data Analysis (RU))   ()
09:30
Data Placement and Distributed Computing Analytical Model (until 12:30) ()
09:30
Deep Learning Tutorial by Yandex (TBC) (until 12:30) ()
PM
12:30 --- lunch ---
13:30
Machine Learning Tools, Principles and Libraries (II) - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU)) (until 15:10) ()
13:30 Topological Trigger Optimization - Tatiana Likhomanenko (National Research Centre Kurchatov Institute (RU))   ()
14:10 Flavour Tagging Optimization - Denis Derkach (Yandex School of Data Analysis (RU)) Tatiana Likhomanenko (National Research Centre Kurchatov Institute (RU))   ()
15:10 --- Tea break ---
15:30
Data Placement - Alexei Klimentov (Brookhaven National Laboratory (US)) (until 18:30) ()
15:30 Data Placement Policy Evolution in ATLAS - Alexei Klimentov (Brookhaven National Laboratory (US)) Mario Lassnig (CERN)   ()
16:10 Data Placement and Data Handling in LHCb - Andrey Ustyuzhanin (Yandex School of Data Analysis (RU)) Mikhail Hushchyn (Yandex School of Data Analysis (RU))   ()
17:10 Data Placement simulation and Distributed Computing Simulation - round table discussion   ()
18:30 --- Bus to JINR (Dubna) ---
12:40 --- lunch ---
14:00 LHCbEventIndex - applications and possibilities - Nikita Kazeev (Yandex School of Data Analysis (RU))   ()
14:30 ML for anomaly detection in HEP detector (LHCb) - Nikita Kazeev (Yandex School of Data Analysis (RU))   ()
14:50 Data-Intensive Applications on HPC Using Hadoop, Spark and RADICAL-Cybertools - Prof. Shantenu Jha (Rutgers University)   ()
15:50 ML and Distributed Computing Modeling activities at LIT JINR - Prof. Ososkov Gennady (JINR)   ()
16:20 --- tea break ---
16:40 round table discussion   ()
19:00
Workshop dinner (until 21:30) ()