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BeyondMR@SIGMOD
2016
2018
2016
2018
Keyphrases
Publications
2018
Vinicius M. Gottin
,
Edward Pacheco
,
Jonas Dias
,
Angelo E. M. Ciarlini
,
Bruno Costa
,
Wagner Vieira
,
Yania Molina Souto
,
Paulo F. Pires
,
Fábio Porto
,
João Guilherme Nobre Rittmeyer
Automatic Caching Decision for Scientific Dataflow Execution in Apache Spark.
BeyondMR@SIGMOD
(2018)
Prakash Ramanan
Six Pass MapReduce Implementation of Strassen's Algorithm for Matrix Multiplication.
BeyondMR@SIGMOD
(2018)
Igor E. Kuralenok
,
Artem Trofimov
,
Nikita Marshalkin
,
Boris Novikov
FlameStream: Model and Runtime for Distributed Stream Processing.
BeyondMR@SIGMOD
(2018)
Moritz Hoffmann
,
Frank McSherry
,
Andrea Lattuada
Latency-conscious dataflow reconfiguration.
BeyondMR@SIGMOD
(2018)
Samuel McCauley
,
Francesco Silvestri
Adaptive MapReduce Similarity Joins.
BeyondMR@SIGMOD
(2018)
Anil Pacaci
,
M. Tamer Özsu
Distribution-Aware Stream Partitioning for Distributed Stream Processing Systems.
BeyondMR@SIGMOD
(2018)
Bruhathi Sundarmurthy
,
Paraschos Koutris
,
Jeffrey F. Naughton
Exploiting Data Partitioning To Provide Approximate Results.
BeyondMR@SIGMOD
(2018)
Proceedings of the 5th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, BeyondMR@SIGMOD 2018, Houston, TX, USA, June 15, 2018
BeyondMR@SIGMOD
(2018)
Zhenyu Li
,
Stephen A. Jarvis
MapRDD: Finer Grained Resilient Distributed Dataset for Machine Learning.
BeyondMR@SIGMOD
(2018)
2017
Yuriy Kaniovskyi
,
Martin Koehler
,
Siegfried Benkner
A containerized analytics framework for data and compute-intensive pipeline applications.
BeyondMR@SIGMOD
(2017)
Christoph Boden
,
Andrea Spina
,
Tilmann Rabl
,
Volker Markl
Benchmarking Data Flow Systems for Scalable Machine Learning.
BeyondMR@SIGMOD
(2017)
Yu Liu
,
Peter McBrien
SPOWL: Spark-based OWL 2 Reasoning Materialisation.
BeyondMR@SIGMOD
(2017)
Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, BeyondMR@SIGMOD 2017, Chicago, IL, USA, May 19, 2017
BeyondMR@SIGMOD
(2017)
Dylan Hutchison
,
Bill Howe
,
Dan Suciu
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation.
BeyondMR@SIGMOD
(2017)
Minhao Deng
,
Prakash Ramanan
MapReduce Implementation of Strassen's Algorithm for Matrix Multiplication.
BeyondMR@SIGMOD
(2017)
Simone Cattani
,
Stefano Ceri
,
Abdulrahman Kaitoua
,
Pietro Pinoli
Bi-Dimensional Binning for Big Genomic Datasets.
BeyondMR@SIGMOD
(2017)
Jacek Sroka
,
Artur Lesniewski
,
Miroslaw Kowaluk
,
Krzysztof Stencel
,
Jerzy Tyszkiewicz
Towards minimal algorithms for big data analytics with spreadsheets.
BeyondMR@SIGMOD
(2017)
Martin Przyjaciel-Zablocki
,
Alexander Schätzle
,
Georg Lausen
Querying Semantic Knowledge Bases with SQL-on-Hadoop.
BeyondMR@SIGMOD
(2017)
Manuel Hoffmann
,
Sebastian Michel
Scaling Out Continuous Multi-Way Theta-Joins.
BeyondMR@SIGMOD
(2017)
2016
Paraschos Koutris
,
Nivetha Singara Vadivelu
Deterministic load balancing for parallel joins.
BeyondMR@SIGMOD
(2016)
Jeffrey D. Ullman
,
Jonathan R. Ullman
Some pairs problems.
BeyondMR@SIGMOD
(2016)
Gösta Grahne
,
Shahab Harrafi
,
Iraj Hedayati
,
Ali Moallemi
DFA minimization in map-reduce.
BeyondMR@SIGMOD
(2016)
Andrea Lattuada
,
Frank McSherry
,
Zaheer Chothia
Faucet: a user-level, modular technique for flow control in dataflow engines.
BeyondMR@SIGMOD
(2016)
Jingjing Wang
,
Magdalena Balazinska
Toward elastic memory management for cloud data analytics.
BeyondMR@SIGMOD
(2016)
Bingjing Zhang
,
Bo Peng
,
Judy Qiu
Model-centric computation abstractions in machine learning applications.
BeyondMR@SIGMOD
(2016)
Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, BeyondMR@SIGMOD 2016, San Francisco, CA, USA, July 1, 2016
BeyondMR@SIGMOD
(2016)
Johannes Schildgen
,
Thomas Lottermann
,
Stefan Deßloch
Cross-system NoSQL data transformations with NotaQL.
BeyondMR@SIGMOD
(2016)
Prakash Ramanan
,
Ashita Nagar
Tight bounds on one- and two-pass MapReduce algorithms for matrix multiplication.
BeyondMR@SIGMOD
(2016)
Andreas Kunft
,
Alexander Alexandrov
,
Asterios Katsifodimos
,
Volker Markl
Bridging the gap: towards optimization across linear and relational algebra.
BeyondMR@SIGMOD
(2016)
Harunobu Daikoku
,
Hideyuki Kawashima
,
Osamu Tatebe
On exploring efficient shuffle design for in-memory MapReduce.
BeyondMR@SIGMOD
(2016)