Mihaela Malita, Vlad Popescu, Gheorghe M.Stefan, Heterogenous Computing System for Deep Learning,
in Deep Learning: Concepts and Architectures,
Witold Pedrycz and Shyi-Ming Chen (Eds),Springer, Series: Studies in Computational Intelligence, 2020, pp. 287-319.
István Lorentz, Razvan Andonie,Mihaela Malita,
An implementation of Evolutionary Computation operators in OpenCL,
in:
Intelligent Distributed Computing V, Studies in Computational Intelligence 382, F. Brazier, K. Nieuwenhuis,
Eds:G. Pavlin, M. Warnier, C. Badica, Springer-Verlag, Berlin, 2012, pp. 103-113, ISBN 978-3-642-24012-6.
Gheorghe M. Stefan , Mihaela Malita,
The ECO Chip, in volume: Artificial Life: Grammatical Models,
Ed: Gheorghe Paun, Black Sea University Press, 1995, pp.260-275.
Mihaela Malitza, Andrei Roman,"Metaphor and/or Analogy: Models for Knowledge and Discovery in AI",
in "Signs of Humanity - L'homme et ces signes", Mouton de Gruyter, 1992, ISBN 3-11-011675-8, pp.319-322.
Cristian Calude, Mihaela Malita,
On the Category of Cech Topological Spaces, A.Csaszar (Ed.): Topology, Vol.1, North Holland, 1980, pp.225-232.
Conferences
Mihai Antonescu, Mihaela Malita, Gheorghe M. Stefan, "Latency Hiding of Log-Depth Scan and Reduce Networks in Heterogenous Embedded Systems",
2023 IEEE 29th International Symposium for Design and Technology in Electronic Packaging SIITME, Craiova, Romania, 17-21 Oct. 2023,
Mihaela Malita, Gheorghe M. Stefan, Mihai Antonescu,
"Avoiding Latencies of Log-Depth Parallel Computational Patterns",
ISPDC 2023, The 22nd IEEE International Symposium On Parallel and Distributed Computing, Bucharest, July 10-13, 2023
Mihaela Malita, Gheorghe M. Stefan,
"A Recursive Hierarchy for Accelerator-Level Parallelism", Proceedings of the 8th World Congress on Electrical Engineering and Computer Systems and Sciences (EECSS’22),
Prague, Czech Republic - July 28- 30, 2022. Best Award Paper
Mihaela Malita, George-Vladut Popescu, Gheorghe M. Stefan,
"Pseudo-Reconfigurable Heterogeneous Solution for Accelerating Spectral Clustering",
2020 IEEE International Conference on Big Data, Dec 10-13, 2020
BigData2020.
Mihaela Malita, Gheorghe M. Stefan,"Accelerating Clustering: "An Architectural Approach",
Computer and Information Science and Technology (CIST'20)
August 13-15, 2020 (remote)CIST'20
Mihaela Malita, Ethel Schuster, "From Drawing to Coding: Teaching Programming with Processing", CCSCNE 2020.
Mihaela Malita, George-Vladut Popescu, Gheorghe M. Stefan*, "Heterogeneous Computing for Markov Models in Big Data",
CSCI’19 International Conference on Computational Science & Computational Intelligence,
Symposium on Parallel & Distributed Computing (CSCI-ISPD), Las Vegas, Dec 5-7, 2019.
Răzvan Mihai, Mihaela Malita, Gheorghe M. Stefan, "Artificial Intelligence & Blockchain Applications",
CAS 2019 International Semiconductor Conference, Sinaia, Romania, Oct 9-11, 2019
Mihaela Malita, George-Vladut Popescu, Gheorghe M. Stefan*, “Heterogenous Computing for Markov Models in Big Data”,
CSCI’19
International Conference on Computational Science & Computational Intelligence,
Symposium on Parallel & Distributed Computing (CSCI-ISPD), Las Vegas, Dec 5-7,2019.
Mihaela Malita,George Vladut Popescu, Gheorghe M. Stefan, "Hybrid System for Deep Learning",
ICON4N 2018: 1st International Conference on Neuroscience, Neuroinformatics,
Neurotechnology and Neuro-Psycho-Pharmacology, Bucharest, Romania, Nov 15-18, 2018.
Mihaela Malita,Octavian Nedescu, Alexandru Negoita,
Gheorghe M. Stefan
”Deep Learning in Low-Power Stereo Vision Accelerator for Automotive”,
IEEE ICCEInternational Conference on Consumer Electronics, Las Vegas, Jan 12-14, 2018
Conf. Proc. pp. 473-478.
Mihaela Malita,Gheorghe M. Stefan
"Map-Scan Node Accelerator for Big-Data",IEEE Big Data
International Conference on Big Data, Boston, MA, Dec 11-14,2017, Conf Proc. pp. 3442-3447.
Mihaela Malita, David Mihaita,
Gheorghe M. Stefan,
Molecular Dynamics on FPGA Based Accelerated Processing Units,
in MATEC Web Conferences,DOI:10.1051 2017
Michael Jonas, Mihaela Malita,
Running a High School Programming Contest: a Distributed Approach, SITE 2017
(Society for Information Technology & Teacher Education), Austin, Texas, March 5-9, 2017.
Calin Bira,
Mihaela Malita, Gheorghe M. Stefan Functional Virtual Prototyping Environment for a Family of Map-Reduce Embedded Accelerators,
IEEE 2016 DOI 10.1109/MCSI.2016.37
Gheorghe M. Stefan, Calin Bira, Radu Hobincu, Mihaela Malita, "FPGA-Based Programmable Accelerator for Hybrid Processing",
in ROMJIST Romanian Journal of Information Science and Technology,
Vol. 19, No. 1-2, 2016, pp. 148–165. ISSN 1453-8245
Mihaela Malita,David Mihaita,Gheorghe M. Stefan,
Molecular Dynamics on FPGA Based Accelerated Processing Units, MATEC Web Conferences
in DOI.
Nicolae Goga, Mihaela Malita, David Mihaita, Gheorghe M. Stefan,
"FPGA Based Accelerator for Molecular Dynamics", ACSE 2016, Rome, July 27-29, ISBN: 978-84-944311-8-0
Mihaela Malita, Gheorghe M. Stefan: "MapReduce Programmable Accelerator for Neural Networks", ICAT 2015,
Antalya, Aug. 2015, ISBN: 978-605-9119-26-9
Proceedings pp. 359-363
Mihaela Malita, Gheorghe M. StefanFrom Kleene's Model to the Parallel Abstract Machine,
presented at DACS: Days of Computer Science,
University of Bucharest, June 26-27, 2015.
Mihaela Malita, Gheorghe M. Stefan,
Functional Language for Map-Reduce Architecture, ICTEI 2015:
Technical University of Moldova,
Chisinau, May 26-27, 2015.
Mihaela Malita, Gheorghe M. Stefan,
MapReduce Accelerator for Embedded Applications,
Boston University, BARC'15: Area Architecture, Jan 2015.
Calin Bira, Liviu Gugu, Mihaela Malita, Gheorghe M. Stefan, "Transpose-MapReduce Applications on Connex Architecture
ROMJIST Romanian Journal of Information Science and Technology, Vol 17, No 2, 2014, pp:150–176
Gheorghe M. Stefan, Miahela Malita, Can One-Chip parallel Computing be Liberated from Ad-Hoc Solutions?
A Computation Model Based Approach and its Implementation, CsCC'14,
Santorini, Greece, July 17-21, 2014, in Proceedings of the 18th Int. Conf. on Computers (CSCC’14) in Recent Advances in
Computer Engineering Series 23, ISBN: 978-1-61804-237-8, pp. 582-597.
Calin Bira, Liviu Gugu, Mihaela Malita, Gheorghe M. Stefan, "Maximizing the SIMD Behavior in SPMD Engines", in
Proc. of the World Congress on Engineering and Computer Science 2013 Vol I WCECS 2013, 23-25 Oct,
2013, San Francisco, pp 156-161,IEEE.
On-line Journal: Mihaela Malita, Gheorghe M. Stefan, Real Complexity vs. Apparent Complexity in Modeling Social ProcessesROMJIST Romanian Journal of Information Science and Technology,
Vol. 16, No 2-3, 2013, pp. 131–143.
On-line Journal: Mihaela Malita, Gheorghe M. Stefan, Control Global Loops in Self-Organizing Systems,
ROMJIST Romanian Journal of Information Science and Technology,
Vol 16, No 2-3, 2013, pp. 177–191.
Mihaela Malita, Gheorghe M. Stefan, "Architectural Principles for One-Chip Parallel Computer", in
Recent Advances in Information Science. Proceedings of the 3rd European Conference of Computer Science, Paris,
France, Dec 2-4, 2012, pp 143-148.
Gheorghe M. Stefan,Mihaela Malita, Parallel RISC Architecture. A Functional Approach Based on Backus's FP language,
in Proceedings of the 2011 International Conference on Parallel and Distributed Processing Techniques and
Applications. PDPTA'11,
July 18-21, 2011, Las Vegas, pp 492-498.
Part of WORLDCOMP ’11( The 2011 World Congress in Computer Science, Computer Engineering and Applied Computing).
István Lorentz, Razvan Andonie,Mihaela Malita,
Evolutionary Computation on the Connex Architecture,
MAICS 2011: The 22nd Midwest Artificial Intelligence and Cognitive Science Conference,
Cincinnati, OH, April 16-17, 2011. (published on-line)
Istvan Lorentz, Razvan Andonie,Mihaela Malita,
Fitting FFT onto an Energy Efficient Massively Parallel Architecture
IFMT'10 ,Second International Forum on Next-Generation Multicore/Manycore Technologies (affiliated with ISCA'37)
June 19th, 2010, Saint-Malo, France. Published in
ACM Digital Library DOI: 10.1145/1882453.1882464
Mihaela Malita, Gheorghe M. Stefan
Many Processors & Kleene’s Model in Universitatea Politehnica Bucuresti, Buletin Stiintific,
series C, No.3, 2010. Online journal.
Mihaela Malita, Gheorghe M. Stefan, The Berkeley Motifs and an Integral Parallel Architecture
in "Romanian Journal of Information Science and Technology", Vol 12, No. 1, 2009, pp. 35-49.
Mihaela Malita, Gheorghe M. Stefan,
Integral Parallel Architecture & Berkeley's Motifs in
ASAP09 – 20th IEEE International Conference on Application-Specific Systems, Architectures and Processors,
7-9 July, 2009, Boston, MA, pp. 191-194. DOI: 10.1109/ASAP.2009.40
Mihaela Malita, Gheorghe M. Stefan, On the Many-Processor Paradigm,
2008 International Conference on Parallel and Distributed Processing Techniques and Applications,
PDPTA'08 at the WORLDCOMP'08, Las Vegas, July 14-18, 2008.
Mihaela Malita, Gheorghe M. Stefan, Membrane Computing in Connex Environment,
in Membrane Computing. 8th Workshop on Membrane Computing,
Eds: G. Eleftherakis, P. Kefalas, Gheorghe Paun, G. Rozenberg
A. Salomaa, June 2007, Springer, ISSN 0302-9743 pp. 77-96.
Mihaela Malita, The Brightest Chip in the World,
in "Grigore C. Moisil and His Followers",
Editura Academiei Romane, 2007, pp. 412-414.
Mihaela Malita, Gheorghe M. Stefan, Domininique Thiebaut,
Not multi-, but many-core: designing integral parallel architectures for embedded computation,
in The ACM Digital Library: ACM SIGARCH Computer Architecture News, Vol 35, Issue 5, Dec 2007,
Special issue: ALPS '07 Advanced Low Power Systems, pp. 32-38.
Dominique Thiebaut,Mihaela Malita,
Pipelining the Connex Array,
BARC 07 (Fifth Annual Boston Area Architecture Workshop),
Boston University, MA, Jan 26, 2007,in Proceedings pp. 13-17.
Dominique Thiebaut, Mihaela Malita, Real-time Packet Filtering with the Connex ArrayISCA 2006/ANCHOR,
The 33rd Annual International Symposium on Computer Architecture, Boston, USA, June 17-21, 2006.
Dominique Thiebaut, Mihaela Malita,
DNA search and the Connex technology
International Multi-Conference on Computing in the Global Information Technology
- Challenges for the Next Generation of IT&C - Aug 1-3, 2006, Bucharest, Romania
ICCGI’06. Awarded best paper of ICCGI06).
Gheorghe M. Stefan, Marius Stoian, Mihaela Malita,
Complex vs. Intensive in Parallel Computation
International Multi-Conference on Computing in the Global Information Technology
- Challenges for the Next Generation of IT&C - August 1-3, 2006, Bucharest, Romania.
ICCGI’06
Gheorghe M. Stefan, Mihaela Malita,
Granularity and Complexity in Parallel Systems,
IASTED 2004,
Marina Del Rey,CA, pp.442-447.
Adrian Atanasiu, Mihaela Malita,
A New (Old) Letter "â" in the Romanian Alphabet - A Computational Point of View
Analele Univ. Bucuresti,LII (2003) Informatica, pp. 55-66. Available at academia.edu
Mihaela Malita,Logical Puzzles in Prolog, MAA section MD/DC/VA Spring 2002 Meeting,
St. Mary's College
G.W. Ellis, C. Knoll, V. Lee, Mihaela Malita, Ph. Reid, B. Schuman, A. Temkin, P. Zendzian,
Designing New Approaches in Engineering Curricula NCSSSMST, Nov 2001, Vol.7. No. 1
Mihaela Malita, Membrane computing in Prolog,
Pre-Proceedings of the Multiset Workshop on Multiset Processing ,
Curtea de Arges, Romania, Aug 21-25, 2000,
CDMTCS, University of Auckland, 2000, p.159-176 Eds:
Cristian Calude, M.J.Dinneen, GheorghePaun,
Referenced in: A Guide to Membrane Computing by Gheorghe Paun, Grzegorz Rozenberg,
Vol 287, Issue 1, Sept 2002, Elsevier Science Publ, pp. 73-100, ISSN:0304-3975.
Mihaela Malita, Measuring Conflicts with Data Mining Methods,
Bar-Ilan Workshop on Knowledge Discovery in Databases, May 20-21, 1998, Israel.
J.I.Adibi, Hayward Alker, Mihaela Malita, Tom Vest
PARIS in LA: A Prototype Action Recommender’s Information Support System for Conflict Prevention,
Romanian Journal of International Affairs, No.1, 1998.
Mihaela Malita, Gheorghe M. Stefan,
The Splicing Mechanism and the Connex Memory,
Proc. of the 1997 IEEE Int.Conf. on Evolutionary Computing, Indianapolis, USA, April 1997, pp.225-229.
Mihaela Malita, Exercising in Prolog, Ed. Universitatea din Bucuresti, 2000, 200 pages,
(in Romanian:"Antrenamente Prolog").
Mihaela Malita, Exercising in LISP, Ed. Universitatea din Bucuresti, 1998, 212 pages,
(in Romanian: "Antrenamente LISP")
Mircea Malitza, Mihaela Malita,
Foundations of Artificial Intelligence: Propositional Logics,
Ed. Tehnica, Bucharest, 1987, 262 pages (in Romanian).
Reports
Mihaela Malita, Algorithms for parallel computing, Internal Reports for the Sillicon Valley -
Start Up Company I helped in founding CONNEX TECHNOLOGY (2002-2003).
Project History
Halle Kent: Loading Planes
student poster research at CCSCNE’15. Advisors: Mihaela Malita,
Stephen Shea
Alejandro Giacometti:
PARALLel algorithms on Connex-like machines student poster research at CCSCNE 2006. Advisor: Mihaela Malita
SENT AS POSTER
Adibi, Hayward J. Alker , Mihaela Malita,Tom Vest, "PARIS: A Prototype Action Recommender’s",
Information Support System for Conflict Prevention,
XVIIth IPSA World Congress, Seoul, Korea, Aug. 1997.
Mihaela Malita, Gheorghe M. Stefan,
DNA computing with the Connex Memory in RECOMB’ 97,
First Int. Conf. on Computational Molecular Biology, Jan. 20-23, Santa Fe, New Mexico,1997, pp.97-98.
