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Tilmann Rabl

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2019
[r1]
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Alessandro Margara, Tilmann Rabl:
Definition of Data Streams. Encyclopedia of Big Data Technologies 2019
2018
[j12]
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  - journals/dbsk/LutzBRZM18
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Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl:
Efficient and Scalable k‑Means on GPUs. Datenbank-Spektrum 18(3): 157-169 (2018)
[j11]
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Yue Liu, Shuai Guo, Songlin Hu, Tilmann Rabl, Hans-Arno Jacobsen, Jintao Li, Jiye Wang:
Performance Evaluation and Optimization of Multi-Dimensional Indexes in Hive. IEEE Trans. Services Computing 11(5): 835-849 (2018)
[j10]
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Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl:
Generating custom code for efficient query execution on heterogeneous processors. VLDB J. 27(6): 797-822 (2018)
[c53]
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  - conf/cloud/KunftSBBMBRFM18
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Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan José Fumero, Volker Markl:
ScootR: Scaling R Dataframes on Dataflow Systems. SoCC 2018: 288-300
[c52]
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Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl:
Efficient k-means on GPUs. DaMoN 2018: 3:1-3:3
[c51]
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  - conf/edbt/GrulichSTBRM18
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Philipp Marian Grulich, René Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl:
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing. EDBT 2018: 477-480
[c50]
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  - conf/icde/TraubGCBKRM18
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Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl:
Scotty: Efficient Window Aggregation for Out-of-Order Stream Processing. ICDE 2018: 1300-1303
[c49]
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  - conf/icde/KarimovRKSHM18
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Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl:
Benchmarking Distributed Stream Data Processing Systems. ICDE 2018: 1507-1518
[c48]
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Meikel Poess, Raghunath Nambiar, Karthik Kulkarni, Chinmayi Narasimhadevara, Tilmann Rabl, Hans-Arno Jacobsen:
Analysis of TPCx-IoT: The First Industry Standard Benchmark for IoT Gateway Systems. ICDE 2018: 1519-1530
[c47]
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  - conf/tpctc/KarimovRM18
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Jeyhun Karimov, Tilmann Rabl, Volker Markl:
PolyBench: The First Benchmark for Polystores. TPCTC 2018: 24-41
[c46]
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Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl:
Benchmarking Distributed Data Processing Systems for Machine Learning Workloads. TPCTC 2018: 42-57
[c45]
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  - conf/wosp/PoessRRJ18
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Meikel Poess, Da Qi Ren, Tilmann Rabl, Hans-Arno Jacobsen:
Methods for Quantifying Energy Consumption in TPC-H. ICPE 2018: 293-304
[e5]
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  - conf/sigmod/2018dbtest
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Alexander Böhm, Tilmann Rabl:
Proceedings of the 7th International Workshop on Testing Database Systems, DBTest@SIGMOD 2018, Houston, TX, USA, June 15, 2018. ACM 2018 [contents]
[i8]
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  - journals/corr/abs-1802-08496
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Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl:
Benchmarking Distributed Stream Processing Engines. CoRR abs/1802.08496 (2018)
[i7]
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  - journals/corr/abs-1809-06845
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Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl:
Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows. CoRR abs/1809.06845 (2018)
2017
[j9]
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Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl:
BlockJoin: Efficient Matrix Partitioning Through Joins. PVLDB 10(13): 2061-2072 (2017)
[c44]
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  - conf/btw/RohrmannSRG17
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Till Rohrmann, Sebastian Schelter, Tilmann Rabl, Volker Markl:
Gilbert: Declarative Sparse Linear Algebra on Massively Parallel Dataflow Systems. BTW 2017: 269-288
[c43]
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Meikel Poess, Tilmann Rabl, Hans-Arno Jacobsen:
Analysis of TPC-DS: the first standard benchmark for SQL-based big data systems. SoCC 2017: 573-585
[c42]
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Jonas Traub, Sebastian Breß, Tilmann Rabl, Asterios Katsifodimos, Volker Markl:
Optimized on-demand data streaming from sensor nodes. SoCC 2017: 586-597
[c41]
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  - conf/edbt/GrulichRMSB17
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Philipp Grulich, Tilmann Rabl, Volker Markl, Csaba István Sidló, András A. Benczúr:
STREAMLINE - Streamlined Analysis of Data at Rest and Data in Motion. EDBT/ICDT Workshops 2017
[c40]
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  - conf/edbt/MonteKMRM17
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Bonaventura Del Monte, Jeyhun Karimov, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl:
PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization. EDBT/ICDT Workshops 2017
[c39]
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  - conf/edbt/TraubSGRM17
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Jonas Traub, Nikolaas Steenbergen, Philipp Grulich, Tilmann Rabl, Volker Markl:
I²: Interactive Real-Time Visualization for Streaming Data. EDBT 2017: 526-529
[c38]
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  - conf/sigmod/BodenSRM17
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Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl:
Benchmarking Data Flow Systems for Scalable Machine Learning. BeyondMR@SIGMOD 2017: 5:1-5:10
[c37]
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Tilmann Rabl, Hans-Arno Jacobsen:
Query Centric Partitioning and Allocation for Partially Replicated Database Systems. SIGMOD Conference 2017: 315-330
[c36]
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Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl:
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms. TPCTC 2017: 9-24
[i6]
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  - journals/corr/abs-1709-00700
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Sebastian Breß, Bastian Köcher, Henning Funke, Tilmann Rabl, Volker Markl:
Generating Custom Code for Efficient Query Execution on Heterogeneous Processors. CoRR abs/1709.00700 (2017)
[i5]
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  - journals/dagstuhl-reports/RablSH17
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Tilmann Rabl, Sherif Sakr, Martin Hirzel:
Big Stream Processing Systems (Dagstuhl Seminar 17441). Dagstuhl Reports 7(10): 111-138 (2017)
2016
[j8]
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Tilmann Rabl, Jonas Traub, Asterios Katsifodimos, Volker Markl:
Apache Flink in current research. it - Information Technology 58(4): 157-165 (2016)
[c35]
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  - conf/tpctc/CaoGLNNPPR16
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Paul Cao, Bhaskar Gowda, Seetha Lakshmi, Chinmayi Narasimhadevara, Patrick Nguyen, John Poelman, Meikel Poess, Tilmann Rabl:
From BigBench to TPCx-BB: Standardization of a Big Data Benchmark. TPCTC 2016: 24-44
[e4]
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  - conf/wbdb/2015
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Tilmann Rabl, Raghunath Nambiar, Chaitanya K. Baru, Milind A. Bhandarkar, Meikel Poess, Saumyadipta Pyne:
Big Data Benchmarking - 6th International Workshop, WBDB 2015, Toronto, ON, Canada, June 16-17, 2015 and 7th International Workshop, WBDB 2015, New Delhi, India, December 14-15, 2015, Revised Selected Papers. Lecture Notes in Computer Science 10044, Springer 2016, ISBN 978-3-319-49747-1 [contents]
[i4]
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  - journals/ercim/BenczurPBMRSHDH16
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András A. Benczúr, Róbert Pálovics, Márton Balassi, Volker Markl, Tilmann Rabl, Juan Soto, Björn Hovstadius, Jim Dowling, Seif Haridi:
Towards Streamlined Big Data Analytics. ERCIM News 2016(107) (2016)
2015
[c34]
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  - conf/debs/Song0RMJ15
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Dantong Song, Kaiwen Zhang, Tilmann Rabl, Prashanth Menon, Hans-Arno Jacobsen:
High performance stream queries in scala. DEBS 2015: 322-323
[c33]
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  - conf/icde/HuLRHLXJPW15
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Songlin Hu, Wantao Liu, Tilmann Rabl, Shuo Huang, Ying Liang, Zheng Xiao, Hans-Arno Jacobsen, Xubin Pei, Jiye Wang:
DualTable: A hybrid storage model for update optimization in Hive. ICDE 2015: 1340-1351
[c32]
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  - conf/lwa/TraubRHRM15
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Jonas Traub, Tilmann Rabl, Fabian Hueske, Till Rohrmann, Volker Markl:
Die Apache Flink Plattform zur parallelen Analyse von Datenströmen und Stapeldaten. LWA 2015: 403-408
[c31]
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  - conf/sigmod/RablFDJG15
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Tilmann Rabl, Michael Frank, Manuel Danisch, Hans-Arno Jacobsen, Bhaskar Gowda:
The Vision of BigBench 2.0. DanaC@SIGMOD 2015: 3:1-3:4
[c30]
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  - conf/sigmod/RablDFSJ15
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Tilmann Rabl, Manuel Danisch, Michael Frank, Sebastian Schindler, Hans-Arno Jacobsen:
Just can't get enough: Synthesizing Big Data. SIGMOD Conference 2015: 1457-1462
[c29]
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  - conf/tpctc/NambiarRK015
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Raghunath Nambiar, Tilmann Rabl, Karthik Kulkarni, Michael Frank:
Enhancing Data Generation in TPCx-HS with a Non-uniform Random Distribution. TPCTC 2015: 94-129
[c28]
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  - conf/tpctc/IvanovRPQPPB15
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Todor Ivanov, Tilmann Rabl, Meikel Poess, Anna Queralt, John Poelman, Nicolás Poggi, Jeffrey Buell:
Big Data Benchmark Compendium. TPCTC 2015: 135-155
[e3]
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  - conf/wbdb/2014
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Tilmann Rabl, Kai Sachs, Meikel Poess, Chaitanya K. Baru, Hans-Arno Jacobsen:
Big Data Benchmarking - 5th International Workshop, WBDB 2014, Potsdam, Germany, August 5-6, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8991, Springer 2015, ISBN 978-3-319-20232-7 [contents]
2014
[j7]
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  - journals/pvldb/PoessRC14
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Meikel Poess, Tilmann Rabl, Hans-Arno Jacobsen, Brian Caufield:
TPC-DI: The First Industry Benchmark for Data Integration. PVLDB 7(13): 1367-1378 (2014)
[j6]
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Yue Liu, Songlin Hu, Tilmann Rabl, Wantao Liu, Hans-Arno Jacobsen, Kaifeng Wu, Jian Chen, Jintao Li:
DGFIndex for Smart Grid: Enhancing Hive with a Cost-Effective Multidimensional Range Index. PVLDB 7(13): 1496-1507 (2014)
[c27]
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  - conf/cascon/RablJ14
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Tilmann Rabl, Hans-Arno Jacobsen:
Materialized views in Cassandra. CASCON 2014: 351-354
[c26]
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  - conf/cascon/MenonRSJ14
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Prashanth Menon, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen:
Optimizing key-value stores for hybrid storage architectures. CASCON 2014: 355-358
[c25]
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Prashanth Menon, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen:
CaSSanDra: An SSD boosted key-value store. ICDE 2014: 1162-1167
[c24]
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  - conf/middleware/ZhangRSKZJ14
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Kaiwen Zhang, Tilmann Rabl, Yi Ping Sun, Rushab Kumar, Nayeem Zen, Hans-Arno Jacobsen:
PSBench: a benchmark for content- and topic-based publish/subscribe systems. Middleware (Posters & Demos) 2014: 17-18
[c23]
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  - conf/tpctc/BaruBCDFGJJKNPRRRSSYY14
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Chaitanya K. Baru, Milind A. Bhandarkar, Carlo Curino, Manuel Danisch, Michael Frank, Bhaskar Gowda, Hans-Arno Jacobsen, Huang Jie, Dileep Kumar, Raghunath Othayoth Nambiar, Meikel Poess, Francois Raab, Tilmann Rabl, Nishkam Ravi, Kai Sachs, Saptak Sen, Lan Yi, Choonhan Youn:
Discussion of BigBench: A Proposed Industry Standard Performance Benchmark for Big Data. TPCTC 2014: 44-63
[c22]
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  - conf/wbdb/RablFDGJ14
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Tilmann Rabl, Michael Frank, Manuel Danisch, Bhaskar Gowda, Hans-Arno Jacobsen:
Towards a Complete BigBench Implementation. WBDB 2014: 3-11
[e2]
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  - conf/wbdb/2012
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Tilmann Rabl, Meikel Poess, Chaitanya K. Baru, Hans-Arno Jacobsen:
Specifying Big Data Benchmarks - First Workshop, WBDB 2012, San Jose, CA, USA, May 8-9, 2012, and Second Workshop, WBDB 2012, Pune, India, December 17-18, 2012, Revised Selected Papers. Lecture Notes in Computer Science 8163, Springer 2014, ISBN 978-3-642-53973-2 [contents]
[e1]
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Tilmann Rabl, Hans-Arno Jacobsen, Raghunath Nambiar, Meikel Poess, Milind A. Bhandarkar, Chaitanya K. Baru:
Advancing Big Data Benchmarks - Proceedings of the 2013 Workshop Series on Big Data Benchmarking, WBDB.cn, Xi'an, China, July 16-17, 2013 and WBDB.us, San José, CA, USA, October 9-10, 2013 Revised Selected Papers. Lecture Notes in Computer Science 8585, Springer 2014, ISBN 978-3-319-10595-6 [contents]
[i3]
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  - journals/corr/LiuHRLJWC14
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Yue Liu, Songlin Hu, Tilmann Rabl, Wantao Liu, Hans-Arno Jacobsen, Kaifeng Wu, Jian Chen:
DGFIndex for Smart Grid: Enhancing Hive with a Cost-Effective Multidimensional Range Index. CoRR abs/1404.5686 (2014)
[i2]
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Songlin Hu, Wantao Liu, Tilmann Rabl, Shuo Huang, Ying Liang, Zheng Xiao, Hans-Arno Jacobsen, Xubin Pei:
DualTable: A Hybrid Storage Model for Update Optimization in Hive. CoRR abs/1404.6878 (2014)
2013
[c21]
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Hans-Arno Jacobsen, Kianoosh Mokhtarian, Tilmann Rabl, Mohammad Sadoghi, Reza Sherafat Kazemzadeh, Young Yoon, Kaiwen Zhang:
Grand challenge: the bluebay soccer monitoring engine. DEBS 2013: 295-300
[c20]
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Tilmann Rabl, Mohammad Sadoghi, Kaiwen Zhang, Hans-Arno Jacobsen:
Poster: MADES - a multi-layered, adaptive, distributed event store. DEBS 2013: 343-344
[c19]
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Tilmann Rabl, Meikel Poess, Manuel Danisch, Hans-Arno Jacobsen:
Rapid development of data generators using meta generators in PDGF. DBTest 2013: 5:1-5:6
[c18]
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Ahmad Ghazal, Tilmann Rabl, Minqing Hu, Francois Raab, Meikel Poess, Alain Crolotte, Hans-Arno Jacobsen:
BigBench: towards an industry standard benchmark for big data analytics. SIGMOD Conference 2013: 1197-1208
[c17]
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  - conf/wbdb/ChowdhuryRSDJ13
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Badrul Chowdhury, Tilmann Rabl, Pooya Saadatpanah, Jiang Du, Hans-Arno Jacobsen:
A BigBench Implementation in the Hadoop Ecosystem. WBDB 2013: 3-18
[c16]
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Tilmann Rabl, Meikel Poess, Hans-Arno Jacobsen, Patrick E. O'Neil, Elizabeth J. O'Neil:
Variations of the star schema benchmark to test the effects of data skew on query performance. ICPE 2013: 361-372
2012
[j5]
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  - journals/mta/AnisettiABDDSRKB12
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Marco Anisetti, Claudio Agostino Ardagna, Valerio Bellandi, Ernesto Damiani, Mario Döller, Florian Stegmaier, Tilmann Rabl, Harald Kosch, Lionel Brunie:
Landmark-assisted location and tracking in outdoor mobile network. Multimedia Tools Appl. 59(1): 89-111 (2012)
[j4]
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Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen, Sergio Gómez-Villamor, Victor Muntés-Mulero, Serge Mankowskii:
Solving Big Data Challenges for Enterprise Application Performance Management. PVLDB 5(12): 1724-1735 (2012)
[c15]
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Tilmann Rabl, Kaiwen Zhang, Mohammad Sadoghi, Navneet Kumar Pandey, Aakash Nigam, Chen Wang, Hans-Arno Jacobsen:
Solving manufacturing equipment monitoring through efficient complex event processing: DEBS grand challenge. DEBS 2012: 335-340
[c14]
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  - conf/tpctc/BaruBNPR12
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Chaitanya K. Baru, Milind A. Bhandarkar, Raghunath Othayoth Nambiar, Meikel Poess, Tilmann Rabl:
Setting the Direction for Big Data Benchmark Standards. TPCTC 2012: 197-208
[c13]
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Tilmann Rabl, Hans-Arno Jacobsen:
Big Data Generation. WBDB 2012: 20-27
[c12]
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  - conf/wbdb/DoblanderRJ12
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Christoph Doblander, Tilmann Rabl, Hans-Arno Jacobsen:
Processing Big Events with Showers and Streams. WBDB 2012: 60-71
[c11]
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Tilmann Rabl, Ahmad Ghazal, Minqing Hu, Alain Crolotte, Francois Raab, Meikel Poess, Hans-Arno Jacobsen:
BigBench Specification V0.1 - BigBench: An Industry Standard Benchmark for Big Data Analytics. WBDB 2012: 164-201
[c10]
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Michael Frank, Meikel Poess, Tilmann Rabl:
Efficient update data generation for DBMS benchmarks. ICPE 2012: 169-180
[i1]
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  - journals/corr/abs-1208-4167
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Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen, Sergio Gómez-Villamor, Victor Muntés-Mulero, Serge Mankowskii:
Solving Big Data Challenges for Enterprise Application Performance Management. CoRR abs/1208.4167 (2012)
2011
[b1]
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Tilmann Rabl:
Efficiency in Cluster Database Systems - Dynamic and Workload-Aware Scaling and Allocation. University of Passau 2011
[c9]
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Tilmann Rabl, Hatem Mousselly Sergieh, Michael Frank, Harald Kosch:
Demonstration des Parallel Data Generation Framework. BTW 2011: 730-733
[c8]
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Tilmann Rabl, Florian Stegmaier, Mario Döller, The Thong Vang:
A protocol for disaster data evacuation. SIGCOMM 2011: 448-449
[c7]
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Tilmann Rabl, Meikel Poess:
Parallel data generation for performance analysis of large, complex RDBMS. DBTest 2011: 5
[c6]
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Meikel Poess, Tilmann Rabl, Michael Frank, Manuel Danisch:
A PDGF Implementation for TPC-H. TPCTC 2011: 196-212
2010
[c5]
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  - conf/eenergy/RablDK10
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Tilmann Rabl, Christian Dellwo, Harald Kosch:
Introducing Scalileo: a Java based scaling framework. e-Energy 2010: 205-214
[c4]
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Tilmann Rabl, Michael Frank, Hatem Mousselly Sergieh, Harald Kosch:
A Data Generator for Cloud-Scale Benchmarking. TPCTC 2010: 41-56

2000 – 2009

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2009
[j3]
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Tilmann Rabl, Christoph Koch, Günther Hölbling, Harald Kosch:
Design and Implementation of the Fast Send Protocol. JDIM 7(2): 120-127 (2009)
[c3]
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Tilmann Rabl, Andreas Lang, Thomas Hackl, Bernhard Sick, Harald Kosch:
Generating Shifting Workloads to Benchmark Adaptability in Relational Database Systems. TPCTC 2009: 116-131
2008
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  - journals/concurrency/RablPK08
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Tilmann Rabl, Marc Pfeffer, Harald Kosch:
Dynamic allocation in a self-scaling cluster database. Concurrency and Computation: Practice and Experience 20(17): 2025-2038 (2008)
[j1]
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Günther Hölbling, Tilmann Rabl, David Coquil, Harald Kosch:
Interactive TV Services on Mobile Devices. IEEE MultiMedia 15(2): 72-76 (2008)
2007
[c2]
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  - conf/icdim/KochRHK07
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Christoph Koch, Tilmann Rabl, Günther Hölbling, Harald Kosch:
Fast Send Protocol - minimizing sending time in high-speed bulk data transfers. ICDIM 2007: 173-179
[c1]
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  - conf/mm/HolblingRK07
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Günther Hölbling, Tilmann Rabl, Harald Kosch:
Intertainment. ACM Multimedia 2007: 475-476

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