International Laboratory Information security of cyber-physical systems, Saint-Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University), St. Petersburg, Russia , Professor Igor Kotenko, 2017-2021.
CERIST, Algiers (Algeria) PHP Tassili, Professor Ahcène Bendjoudi
Project: Algorithms for big graphs on distributed memory architectures,
Application to green city, 2018-2020.
University of Science and Technology, Beijing (China) Professor Huansheng Ning. International Collaboration Bilatéral Contrat;
on IOT, cyberphysical systems and distributed systems, December 2, 2013-2021.
University of Nuevo Leon, Monterrey (Mexico), Professor Vincent Boyer, 2007-2022.
University of Picardie (France), Professor Mhand Hifi, Toufik Saadi, 2008-2016.
Femto-st (Montbeliard) : Professor Julien Bourgeois, 2008-2016.
NICTA, University of Sidney (Aus), Professor Guillaume Jourjon, 2010-2011.
I.A.C.S., University of Wuppertal (Ger), Professor Andreas Frommer, 2005-2006.
P.A.R.C., Loughborough University of Technology (G.B.), Professor David J. Evans, 1990-1992.
L.I.D.S., M.I.T. (U.S.A.), Professor Dimitri P. Bertsekas, 1984-1985.
Program Chairman, General Chairman of Conferences:
h index: 25, i10 index: 53, papers quoted 715 times since 2017 (source: Google Scholar), g index 40.
h index Scopus: 19.
Recent Keynote Speeches
Research Activities (selected papers)
Computer Science
Parallel computing, distributed computing
Parallel algorithms and computing accelerators: GPU and Intel Xeon Phi
Monte-Carlo numerical simulation:
International Journal of Parallel Programming 2017,
ScalCom 2016,
SASV 2015.
Scheduling problems:
Future Generation Computer Systems 2020,
JPDC 2019,
JPDC 2018,
Mathematical Problems in Engineering 2019, IEEE/ACIS SNPD 2018,
IPDPSW PCO 2018,
POMCO 2016,
IPDPSW PCO 2016.
Planning problems:
Journal of Supercomputing 2021.
Knapsack problems:
Advances in GPU Research and Practice 2017,
Computers & Operations Research 2012, IPDPS 2013,
IPDPS 2012, PDP2012, PDP2011,
ROADEF 2010a.
Neural networks training:
IPDPSW PDCO 2017.
Linear programming:
HPCC2011, IPDPSW 2011.
Graphs:
The Journal of Supercomputing 2023.
Grid computing and peer-to-peer computing
Boundary value problems:
Concurrency and Computation 2020,
PDP 2018,
PDP 2014, IEEE CSE 2012,
Grand Colloque STIC2012, IPDPSW 2011, IPDPSW 2011,
HotP2P 2010, GENI Engineering Conference Duke U. 2010, STIC 2010.
Optimization:
Cologne Twente Workshop 2012,
PDP2010, RenPar 2009, Ter@tec 09, PDP 2005.
Load balancing:
PDP 2006, JPDC 2005, Rapport LAAS 04554, PARCO 2001.
Distributed Computing:
IPDPSW PCO 2014 ,
MECHATRONICS 2012 , iThings 2013, dMEMS 2011.
Performance Prediction :
HPCC 2012, HOTP2P 2011.
Asynchronous parallel or distributed iterative algorithms, asynchronous iterations with order intervals:
HDR 98, slides, PhD thesis.
Design, mathematical models, convergence study:
Comput Appl. Math. 2005, MOC 1998, JPDC 1996, PARCO 1993,
SIAM J. Numeric. Anal. 1990, SIAM J. Control and Optimization 1987.
Stopping criteria, distributed convergence detection, termination:
JCAM 2008, GEI 2005, INT. MATH. Journ. 2002, JSS 2002,
JPDC 1996, PAA 1996,
PDCS 1996.
Round off errors study:
I.M.A. Journ Numeric. Anal. 2005, ETNA 2002.
Implementation: IBM SP, Cray T3E, SMP, clusters:
JPDC 2007, PDP 2007, PDP 2003, PDPTA 2000, Calc. Parall. 1998,
PARCO 1997, Calc. Parall. 1996.
Cyber-physical systems, smart systems:
Mechatronics 2019,
ZTE Communications 2015 ,
IEEE Cloud Computing 2015 ,
IIKI 2014 ,
IPDPSW PCO 2014 ,
Mechatronics 2012 , dMEMS 2010.
Keynote ParCo 2017, IOS Press .
Security:
JoWUA 2019,
IDAACS 2017,
Applied Mathematics
Discrete Mathematics, Integer programming
Knapsack problems
Sequential methods, heuristics, exact methods, constraint rotation.
Multidimensional knapsack problem: EJIE 2010, EJIE 2009, EJOR 2009 , MOSIM08, ROADEF 2008.
Knapsack sharing problem: CIE2011, CIE39.
Multiple knapsack problem: IJMOR2012, ROADEF 2010c.
Problems with equality constraints: ROADEF 2005.
Parallel methods: iThings 2013, PDP 2006, JPDC 2005, PARCO 2001.
Advances in GPU Research and Practice 2017,
Computers & Operations Research 2012, IPDPS 2013, IPDPS 2012,
PDP2012, PDP2011,
Scheduling problems: POMCO 2016,
IPDPSW PCO 2016.
Planning problems, Artificial Intelligence :
Sustainability 2022;
Journal of Supercomputing 2021;
Healthcare 2021;
IPDPSW 2022;
IM & CTCPA 2018;
IM & CTCPA 2017;
IPDPSW 2017;
Workshop LAAS March 7, 2017;
Continuous Problems
Nonlinear optimization
Network flow problems
Relaxation methods: SIAM J. Control and Optimization 1987.
Gradient type methods: JPDC 1996, COAP 1996.
Newton multi splitting methods: IPDPSW PCO 2015,
Optimal routing: Parall. Comput. 1992, IFIP SMO 1991.
Boundary value problems
Nonlinear diffusion problems: Numer. Alg. 2003, MOC 1998, 8-th Int. Col. Diff. Equ. 1997.
Convection-diffusion problems: SC09, JPDC 2007, PDP 2003.
Obstacle problem:
Concurrency and Computation 2020,
PDP 2018,
PDP 2014,
IEEE CSE 2012, IPDPSW 2011, HotP2P 2011, HotP2P 2010, Calculateurs Par. 2001.
Hamilton-Jacobi-Bellman problem: MOC 1998.
Control theory: JSS 2002.
Markov systems: NSMC 1999, CDC 1994.
Graphs: The Journal of Supercomputing 2023.
Some Ph.D. students:
K. Asfour, Simulation numérique, géophysique, parallélisme, 2021;
J. Luo, Scheduling, parallel computing, GPU computing ; IEEE Outstanding Ph.D. Thesis award 2020 in Scalable Computing
B. Fakih, Numerical Simulation, Planning, Grid computing, 2018.
L. Zhu, Distributed autonomous robots, 2018.
B. Plazolles, Monte Carlo simulation, GPU Computing, Intel Xeon Phi, 2017
M. E. Lalami: combinatorial optimisation, 2012, GPU computing (thesis)
T. T. Nguyen: P2P HPC computing, 2011, (thesis)
V. Boyer: integer programming, 2007, (thesis).
M. Jarraya: parallel computing, 2000, (thesis, slides).
D. Gazen: parallel computing, 1998, (thesis).