Prof. Dr.-Ing. Ilia Petrov
Daten-Managment und -Analyse
+49 7121 271 4050
ilia.petrov@reutlingen-university.de
https://dblab.reutlingen-university.de/people/ilia/ilia.html
GebÀude 9, Raum 023
Nach Vereinbarung (Online & PrÀsenz)
Wirtschaftsinformatik
Leiter Daten-Management Labor
- Data Managment and Analytics
- Datenbank-Systeme
- High performance analytics on modern systems and hardware
Forschungsthemen dblab.reutlingen-university.de/people/ilia/ilia.html
- data management at large
- data analytics
Forschungsprojekte: dblab.reutlingen-university.de/projects/projects.html
- Seit 2012 Professor, Reutlingen University
Petrov, Ilia
2024 | |
Tamimi, Sajjad; Bernhardt, Arthur; Stock, Florian; Petrov, Ilia; Koch, Andreas (2024): DANSEN: Database acceleration on native computational storage by exploiting NDP. - In: ACM Transactions on reconfigurable technology and systems : TRETS - S. 1-32. - DOI: https://doi.org/10.1145/3655625 | BibTeX | RIS DOI |
Riegger, Christian; Petrov, Ilia (2024): Storage management with multi-version partitioned BTrees. - In: Information systems : IS 125 (Special issue: The central role of Data in AI Era - best papers selected from ADBIS 2022). - S. 1-13. - DOI: https://doi.org/10.1016/j.is.2024.102403 | BibTeX | RIS DOIURN |
2023 | |
Costa, Constantinos; Petrov, Ilia (2023): Introduction to the special issue on selfâmanaging and hardwareâoptimized database systems 2022. - In: Distributed and parallel databases 41 (3). - S. 267-271. - DOI: https://doi.org/10.1007/s10619-023-07435-z | BibTeX | RIS DOI |
Tamimi, Sajjad; Bernhardt, Arthur; Stock, Florian; Petrov, Ilia; Koch, Andreas (2023): NVMulator: a configurable open-source non-volatile memory emulator for FPGAs. - In: Applied reconfigurable computing : Architectures, tools, and applications; 19th International Symposium, ARC 2023, Cottbus, Germany, September 27-29, 2023, proceedings (LNCS ; 14251). - Cham : Springer. - S. 35-50. - ISBN: 978-3-031-42920-0. - DOI: https://doi.org/10.1007/978-3-031-42921-7_3 | BibTeX | RIS DOI |
MöĂner, Bernhard; Riegger, Christian; Bernhardt, Arthur; Petrov, Ilia (2023): bloomRF: On performing range-queries in Bloom-Filters with piecewise-monotone hash functions and prefix hashing. - In: Advances in database technology : Proceedings of the 26th International Conference on Extending database Technology (EDBT), 28th March - 31st March 2023, Ioannina, Greece. - Konstanz : OpenProceedings. - S. 131-143. - ISBN: 978-3-89318-088-2. - DOI: https://doi.org/10.48786/edbt.2023.11 | BibTeX | RIS DOIURN |
Bernhardt, Arthur; Koch, Andreas; Petrov, Ilia (2023): pimDB: From main-memory DBMS to processing-in-memory DBMS-engines on intelligent memories. - In: DaMoN '23: Proceedings of the 19th International Workshop on Data Management on New Hardware, 18-23 June 2023, Seattle. - New York : Association for Computing Machinery. - S. 44-52. - DOI: https://doi.org/10.1145/3592980.3595312 | BibTeX | RIS DOI |
2022 | |
Tamimi, Sajjad; Stock, Florian; Koch, Andreas; Bernhardt, Arthur; Petrov, Ilia (2022): An evaluation of using CCIX for cache-coherent host-FPGA interfacing. - In: 2022 IEEE 30th International Symposium on Field-Programmable Custom Computing Machines : FFCM 2022, 15-18 May 2022, New York, proceedings. - Piscataway, NJ : IEEE. - 9 S. - ISBN: 978-1-6654-8333-9. - DOI: https://doi.org/10.1109/FCCM53951.2022.9786103 | BibTeX | RIS DOI |
Bernhardt, Arthur; Tamimi, Sajjad; Stock, Florian; Vinçon, Tobias; Koch, Andreas; Petrov, Ilia (2022): Cache-coherent shared locking for transactionally consistent updates in near-data processing DBMS on smart storage. - In: Proceedings of the 25th International Conference on Extending Database Technology (EDBT), 29th March-1st April 2022. - Konstanz : OpenProceedings. - S. 424-428. - ISBN: 978-3-89318-085-7. - DOI: https://doi.org/10.48786/edbt.2022.34 | BibTeX | RIS DOIURN |
Vinçon, Tobias; Knödler, Christian; Solis-Vasquez, Leonardo; Bernhardt, Arthur; Tamimi, Sajjad; Weber, Lukas; Stock, Florian; Koch, Andreas; Petrov, Ilia (2022): Near-data processing in database systems on native computational storage under HTAP workloads. - In: Proceedings of the VLDB Endowment 15 (10). - S. 1991-2004. - DOI: https://doi.org/10.14778/3547305.3547307 | BibTeX | RIS DOIURN |
Weber, Lukas; Vinçon, Tobias; Knödler, Christian; Solis-Vasquez, Leonardo; Bernhardt, Arthur; Petrov, Ilia; Koch, Andreas (2022): On the necessity of explicit cross-layer data formats in near-data processing systems. - In: Distributed and parallel databases : an international journal 40 (Special issue on self-managing and hardware-optimized database systems 2020). - S. 27-45. - DOI: https://doi.org/10.1007/s10619-021-07328-z | BibTeX | RIS DOIURN |
Vinçon, Tobias; Knödler, Christian; Bernhardt, Arthur; Solis-Vasquez, Leonardo; Weber, Lukas; Koch, Andreas; Petrov, Ilia (2022): Result-set management for NDP operations on smart storage. - In: DaMoN '22 : proceedings of the 18th International Workshop on Data Management on New Hardware, Philadelphia, PA, June 2022. - New York : Association for Computing Machinery. - S. 1-5. - ISBN: 978-1-4503-9378-2. - DOI: https://doi.org/10.1145/3533737.3535097 | BibTeX | RIS DOI |
Riegger, Christian; Petrov, Ilia (2022): Storage management with multi-version partitioned BTrees. - In: Advances in databases and information systems : 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, proceedings. - (Lecture notes in computer science ; 13389). - Cham : Springer. - S. 255-269. - ISBN: 978-3-031-15740-0. - DOI: https://doi.org/10.1007/978-3-031-15740-0_19 | BibTeX | RIS DOI |
Bang, Tiemo; May, Norman; Petrov, Ilia; Binnig, Carsten (2022): The full story of 1000 cores : An examination of concurrency control on real(ly) large multi-socket hardware. - In: The VLDB journal : the international journal on very large data bases - 29 S. - DOI: https://doi.org/10.1007/s00778-022-00742-4 | BibTeX | RIS DOIURN |
Bernhardt, Arthur; Tamimi, Sajjad; Vinçon, Tobias; Knödler, Christian; Stock, Florian; Heniz, Carsten; Koch, Andreas; Petrov, Ilia (2022): neoDBMS: in-situ snapshots for multi-version DBMS on native computational storage. - In: 2022 IEEE 38th International Conference on Data Engineering Workshops : ICDEW 2022, 9-11 May 2022, virtual event, proceedings. - Piscataway, NJ : IEEE. - S. 3170-3173. - DOI: https://doi.org/10.1109/ICDE53745.2022.00290 | BibTeX | RIS DOI |
2021 | |
Knödler, Christian; Vinçon, Tobias; Bernhardt, Arthur; Petrov, Ilia; Solis-Vasquez, Leonardo; Weber, Lukas; Koch, Andreas (2021): A cost model for NDP-aware query optimization for KV-stores. - In: International Workshop on Data Management on New Hardware (DAMONâ21), June 20â25, 2021, virtual event, China, proceedings. - New York : Association for Computing Machinery. - 5 S. - ISBN: 978-1-4503-8556-5. - DOI: https://doi.org/10.1145/3465998.3466013 | BibTeX | RIS DOI |
Bang, Tiemo; May, Norman; Petrov, Ilia; Binnig, Carsten (2021): AnyDB: an architecture-less DBMS for any workload. - In: 11th Annual Conference on Innovative Data Systems Research (CIDR â21), 10-13 January 2021, Chaminade, USA, proceedings. - California : CIDR. - 7 S. - URL: https://www.cidrdb.org/cidr2021/papers/cidr2021_paper10.pdf | BibTeX | RIS URN |
Weber, Lukas; Sommer, Lukas; Solis-Vasquez, Leonardo; Vinçon, Tobias; Knödler, Christian; Bernhardt, Arthur; Petrov, Ilia; Koch, Andreas (2021): Framework for the automatic generation of FPGA-based Near-Data Processing accelerators in smart storage systems. - In: IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 17-21 June 2021, Portland, USA, proceedings. - Piscataway, NJ : IEEE. - S. 136-143. - DOI: https://doi.org/10.1109/IPDPSW52791.2021.00028 | BibTeX | RIS DOI |
2020 | |
Riegger, Christian; Vinçon, Tobias; Gottstein, Robert; Petrov, Ilia (2020): MV-PBT: multi-version indexing for large datasets and HTAP workloads. - In: Advances in data base technology - EDBT 2020 : 23rd International Conference on Extending Database Technology, Copenhagen, Denmark, March 30 - April 2, 2020 : proceedings. - Konstanz, Germany : OpenProceedings. - S. 217-228. - DOI: https://doi.org/10.5441/002/edbt.2020.20 | BibTeX | RIS DOIURN |
Vinçon, Tobias; Bernhardt, Arthur; Weber, Lukas; Koch, Andreas; Petrov, Ilia (2020): On the necessity of explicit cross-layer data formats in near-data processing systems. - In: Proceedings 2020 IEEE 36th International Conference on Data Engineering Workshops ICDEW 2020. - Piscataway, NJ : IEEE. - S. 109-114. - DOI: https://doi.org/10.1109/ICDEW49219.2020.00009 | BibTeX | RIS DOI |
Bang, Tiemo; Oukid, Ismail; May, Norman; Petrov, Ilia; Binnig, Carsten (2020): Robust performance of main memory data structures by configuration. - In: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data : June 14â19, 2020, Portland, OR, USA. - New York, NY : Association for Computing Machinery. - S. 1651-1666. - ISBN: 978-1-4503-6735-6. - DOI: https://doi.org/10.1145/3318464.3389725 | BibTeX | RIS DOI |
Bang, Tiemo; May, Norman; Petrov, Ilia; Binnig, Carsten (2020): The tale of 1000 cores: an evaluation of concurrency control on real(ly) large multi-socket hardware. - In: DaMoN '20 : proceedings of the 16th International Workshop on Data Management on New Hardware : Portland, Oregon, June, 2020. - New York, NY : Association for Computing Machinery. - 9 S. - ISBN: 978-1-4503-8024-9. - DOI: https://doi.org/10.1145/3399666.3399910 | BibTeX | RIS DOI |
Vinçon, Tobias; Bernhardt, Arthur; Petrov, Ilia; Weber, Lukas; Koch, Andreas (2020): nKV in action: accelerating KVstores on native computational storage with NearData processing. - In: Proceedings of the VLDB endowment 13 (12). - S. 2981-2984. - DOI: https://doi.org/10.14778/3415478.3415524 | BibTeX | RIS DOI |
Vinçon, Tobias; Bernhardt, Arthur; Petrov, Ilia; Weber, Lukas; Koch, Andreas (2020): nKV: near-data processing with KV-stores on native computational storage. - In: DaMoN '20 : proceedings of the 16th International Workshop on Data Management on New Hardware : Portland, Oregon, June, 2020. - New York, NY : Association for Computing Machinery. - 11 S. - ISBN: 978-1-4503-8024-9. - DOI: https://doi.org/10.1145/3399666.3399934 | BibTeX | RIS DOI |
2019 | |
Hardock, Sergej; Koch, Andreas; Vinçon, Tobias; Petrov, Ilia (2019): IPA-IDX: In-Place Appends for B-tree indices. - In: DaMoN '19 : proceedings of the 15th Workshop on Data Management on New Hardware : Amsterdam, Netherlands, July, 2019. - New York, NY : Association for Computing Machinery. - 3 S. - DOI: https://doi.org/10.1145/3329785.3329929 | BibTeX | RIS DOI |
Riegger, Christian; Vinçon, Tobias; Petrov, Ilia (2019): Indexing large updatable datasets in multi-version database management systems. - In: IDEAS '19 : proceedings of the 23rd International Database Applications & Engineering Symposium, Athens, Greece, June 10-12, 2019. - New York, NY : Association for Computing Machinery. - 5 S. - ISBN: 978-1-4503-6249-8. - DOI: https://doi.org/10.1145/3331076.3331118 | BibTeX | RIS DOIURN |
Petrov, Ilia; Koch, Andreas; Hardock, Sergej; Vinçon, Tobias; Riegger, Christian (2019): Native storage techniques for data management. - In: 2019 IEEE 35th International Conference on Data Engineering : 8 - 11 April 2019, Macau, SAR, PR China : proceedings. - Piscataway, NJ : IEEE. - S. 2048-2051. - ISBN: 978-1-5386-7474-1. - DOI: https://doi.org/10.1109/ICDE.2019.00236 | BibTeX | RIS DOI |
Vinçon, Tobias; Hardock, Sergej; Riegger, Christian; Koch, Andreas; Petrov, Ilia (2019): nativeNDP: processing big data analytics on native storage nodes. - In: Advances in databases and information systems : 23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8â11, 2019, proceedings. - (Lecture notes in computer science ; 11695). - Cham : Springer. - S. 139-150. - ISBN: 978-3-030-28730-6. - DOI: https://doi.org/10.1007/978-3-030-28730-6_9 | BibTeX | RIS DOI |
2018 | |
Petrov, Ilia; Vinçon, Tobias; Koch, Andreas; Oppermann, Julian; Hardock, Sergej; Riegger, Christian (2018): Active storage. - In: Sakr, Sherif (Hrsg.): Encyclopedia of big data technologies. - Cham : Springer. - S. 11-17. - ISBN: 978-3-319-63962-8. - DOI: https://doi.org/10.1007/978-3-319-63962-8_309-1 | BibTeX | RIS DOI |
Riegger, Christian; Vinçon, Tobias; Petrov, Ilia (2018): Efficient data and indexing structure for blockchains in enterprise systems. - In: iiWAS 2018 : proceedings of the 20th International Conference on Information Integration and Web-based Applications & Services : Yogyakarta, Indonesia â November 19 - 21, 2018. - New York, NY : Association for Computing Machinery. - 10 S. - ISBN: 978-1-4503-6479-9. - DOI: https://doi.org/10.1145/3282373.3282402 | BibTeX | RIS DOI |
Petrov, Ilia; Koch, Andreas; Vinçon, Tobias; Hardock, Sergej; Riegger, Christian (2018): Hardware-assisted transaction processing : NVM. - In: Sakr, Sherif (Hrsg.): Encyclopedia of big data technologies. - Cham : Springer. - S. 934-941. - ISBN: 978-3-319-63962-8. - DOI: https://doi.org/10.1007/978-3-319-63962-8_202-1 | BibTeX | RIS DOI |
Vinçon, Tobias; Hardock, Sergej; Riegger, Christian; Oppermann, Julian; Koch, Andreas; Petrov, Ilia (2018): NoFTL-KV: tackling write-amplification on KV-stores with native storage management. - In: Advances in database technology - EDBT 2018 : 21st International Conference on Extending Database Technology, Vienna, Austria, March 26-29, 2018. proceedings. - Konstanz : UniversitÀt Konstanz. - S. 457-460. - ISBN: 978-3-89318-078-3. - URL: https://openproceedings.org/html/pages/2018_edbt.html | BibTeX | RIS URN |
2017 | |
Hardock, Sergej; Petrov, Ilia; Gottstein, Robert; Buchmann, Alejandro (2017): Effective DMBS space management on native Flash. - In: Datenbanksysteme fĂŒr Business, Technologie und Web : BTW 2017. - (GI-Edition : Proceedings. - 265). - Bonn : Gesellschaft fĂŒr Informatik e.V. - S. 605-608. | BibTeX | RIS URN |
Hardock, Sergej; Petrov, Ilia; Gottstein, Robert; Buchmann, Alejandro (2017): From in-place updates to in-place appends: revisiting out-of-place updates on Flash. - In: SIGMOD '17, May 14-19, 2017, Chicago, IL, USA. - New York, NY : Association for Computing Machinery. - S. 1571-1586. - ISBN: 978-1-4503-4197-4. - DOI: https://doi.org/10.1145/3035918.3035958 | BibTeX | RIS DOI |
Hardock, Sergej; Petrov, Ilia; Gottstein, Robert; Buchmann, Alejandro (2017): In-place appends for real: DBMS overwrites on Flash without erase. - In: Advances in database technology - EDBT 2017 : 20th International Conference on Extending Database Technology, Venice, Italy, March 21-24, 2017 : proceedings. - Konstanz : UniversitÀt Konstanz. - S. 586-589. - ISBN: 978-3-89318-073-8. - URL: https://openproceedings.org/html/pages/2017_edbt.html | BibTeX | RIS URN |
Riegger, Christian; Vinçon, Tobias; Petrov, Ilia (2017): Multi-version indexing and modern hardware technologies. - In: iiWAS '17 : Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services ; Salzburg, Austria, December 04 - 06, 2017. - New York, NY : Association for Computing Machinery. - 10 S. - ISBN: 978-1-4503-5299-4. - DOI: https://doi.org/10.1145/3151759.3151779 | BibTeX | RIS DOI |
Gottstein, Robert; Petrov, Ilia; Buchmann, Alejandro; Hardock, Sergej (2017): SIASChains: Snapshot Isolation Append Storage Chains. - In: International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, ADMS@VLDB 2017, Munich, Germany, September 1, 2017. - Trier : UniversitÀt Trier. - S. 50-57. - URL: https://dblp.org/rec/conf/vldb/GottsteinPHB17 | BibTeX | RIS |
Hardock, Sergej; Petrov, Ilia; Gottstein, Robert; Buchmann, Alejandro (2017): Selective in-place appends for real: reducing erases on wear-prone DBMS storage. - In: ICDE 2017 : 2017 IEEE 33rd International Conference on Data Engineering : 19-22 April 2017, San Diego, California, USA. - Piscataway, NJ : IEEE. - S. 1375-1376. - ISBN: 978-1-5090-6543-1. - DOI: https://doi.org/10.1109/ICDE.2017.184 | BibTeX | RIS DOI |
Riegger, Christian; Vinçon, Tobias; Petrov, Ilia (2017): Write-optimized indexing with partitioned B-trees. - In: iiWAS '17 : Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services ; Salzburg, Austria, December 04 - 06, 2017. - New York, NY : Association for Computing Machinery. - 5 S. - ISBN: 978-1-4503-5299-4. - DOI: https://doi.org/10.1145/3151759.3151814 | BibTeX | RIS DOI |
2016 | |
Knödler, Christian; MöĂner, Bernhard; Petrov, Ilia (2016): Log data analysis through tick discretisation. - In: Hertweck, Dieter (Hrsg.): Digital Enterprise Computing (DEC 2016) : Böblingen, Germany, June 14 - 15, 2016. - Bonn : Gesellschaft fĂŒr Informatik e.V. - S. 201-205. - ISBN: 978-3-88579-652-7. - URL: http://subs.emis.de/LNI/Proceedings/Proceedings258/article18.html | BibTeX | RIS URN |
Vinçon, Tobias; Petrov, Ilia (2016): Near data processing within column-oriented DBMSs for high performance analysis. - In: Hertweck, Dieter (Hrsg.): Digital Enterprise Computing (DEC 2016) : Böblingen, Germany, June 14 - 15, 2016. - Bonn : Gesellschaft fĂŒr Informatik e.V. - S. 235-239. - ISBN: 978-3-88579-652-7. - URL: http://subs.emis.de/LNI/Proceedings/Proceedings258/article5.html | BibTeX | RIS URN |
Hardock, Sergej; Petrov, Ilia; Buchmann, Alejandro; Gottstein, Robert (2016): Revisiting DBMS space management for native Flash. - In: Advances in database technology : EDBT 2016 ; 19th International Conference on Extending Database Technology, Bordeaux, France, March 15 - 18, 2016, proceedings. - Konstanz : OpenProceedings. - S. 694-695. - ISBN: 978-3-89318-070-7. - DOI: https://doi.org/10.5441/002/edbt.2016.91 | BibTeX | RIS DOIURN |
Vinçon, Tobias; Petrov, Ilia; Thies, Christian (2016): cIPT : shift of image processing technologies to column-oriented databases. - In: New trends in databases and information systems : ADBIS 2016 short papers and workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, proceedings. - Cham : Springer. - S. 96-103. - ISBN: 978-3-319-44066-8. - DOI: https://doi.org/10.1007/978-3-319-44066-8 | BibTeX | RIS DOI |
2015 | |
Petrov, Ilia; Gottstein, Robert; Hardock, Sergej (2015): DBMS on modern storage hardware. - In: IEEE 31st International Conference on Data Engineering (ICDE), 2015 ; 13. - 17. April 2015, Seoul, Korea. - Piscataway, NJ : IEEE. - S. 1545-1548. - ISBN: 978-1-4799-7964-6. - DOI: https://doi.org/10.1109/ICDE.2015.7113423 | BibTeX | RIS DOI |
Hardock, Sergej; Petrov, Ilia; Gottstein, Robert; Buchmann, Alejandro (2015): NoFTL for real : databases on real native Flash storage. - In: Advances in database technology - EDBT 2015 : 18th International Conference on Extending Database Technology, Brussels, Belgium, March 23 - 27, 2015 : proceedings. - Konstanz : UniversitÀt Konstanz. - S. 517-520. - ISBN: 978-3-89318-067-7. - DOI: https://doi.org/10.5441/002/edbt.2015.47 | BibTeX | RIS DOIURN |
Bogner, Justus; Dehner, Carolin; Vinçon, Tobias; Petrov, Ilia (2015): Real time charging database benchmarking. - In: Proceedings of the 17th International Conference on Information Integration and Web-Based Applications & Services, iiWAS 2015, Brussels, Belgium, December 11-13, 2015. - New York, NY : Association for Computing Machinery. - 5 S. - ISBN: 978-1-4503-3491-4. - DOI: https://doi.org/10.1145/2837185.2837258 | BibTeX | RIS DOI |
2014 | |
Nawaz, Khalid; Petrov, Ilia; Buchmann, Alejandro (2014): Configurable, energy-efficient, application- and channel-aware middleware approaches for cyber-physical systems. - In: Khan, Zeashan; Ali, Shawkat; Riaz, Zahid (Hrsg.): Computational intelligence for decision support in cyber-physical systems. - Singapore : Springer. - S. 3-65. - ISBN: 978-981-4585-35-4. - DOI: https://doi.org/10.1007/978-981-4585-36-1_1 | BibTeX | RIS DOI |
Gottstein, Robert; Goyal, Rohit; Hardock, Sergej; Petrov, Ilia; Buchmann, Alejandro (2014): MV-IDX : indexing in multi-version databases. - In: Proceedings of the 18th International Database Engineering & Applications Symposium : IDEAS '14 : Instituto Superior de Engenharia do Porto : Porto, Portugal, July 7-9, 2014. - New York : Association for Computing Machinery. - S. 142-148. - ISBN: 978-1-4503-2627-8. - DOI: https://doi.org/10.1145/2628194.2628911 | BibTeX | RIS DOI |
Gonen, Bilal; Fang, Xingang; El-Sheikh, Eman; Bagui, Sikha; Wilde, Norman; Zimmermann, Alfred; Petrov, Ilia (2014): Maintaining SOA systems of the future : how can ontological modeling help?. - In: Proceedings of the International Conference on Knowledge Engineering and Ontology Development : Rome, Italy, 21 - 24 October 2014. - SciTePress. - S. 376-381. - ISBN: 978-989-758-049-9. - URL: http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=+S%2fauhBwKdE%3d&t=1 | BibTeX | RIS URN |
2013 | |
Gottstein, Robert; Petrov, Ilia; Buchmann, Alejandro (2013): Aspects of append-based database storage management on flash memories. - In: DBKDA 2013, the Fifth International Conference on Advances in Databases, Knowledge, and Data Applications : January 27 - February 1, 2013, Seville, Spain. - IARIA. - S. 125-129. - ISBN: 978-1-61208-247-9. - URL: http://www.thinkmind.org/index.php?view=instance&instance=DBKDA+2013 | BibTeX | RIS URN |
Schaidnagel, Michael; Abele, Christian; Laux, Fritz; Petrov, Ilia (2013): Sales prediction with parametrized time series analysis. - In: DBKDA 2013, the Fifth International Conference on Advances in Databases, Knowledge, and Data Applications : January 27 - February 1, 2013, Seville, Spain. - IARIA. - S. 166-173. - ISBN: 978-1-61208-247-9. - URL: http://www.thinkmind.org/index.php?view=instance&instance=DBKDA+2013 | BibTeX | RIS URN |