default search action
Florin Rusu
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j16]Yesdaulet Izenov, Asoke Datta, Brian Tsan, Florin Rusu:
Sub-optimal Join Order Identification with L1-error. Proc. ACM Manag. Data 2(1): 17:1-17:24 (2024) - [j15]Brian Tsan, Asoke Datta, Yesdaulet Izenov, Florin Rusu:
Approximate Sketches. Proc. ACM Manag. Data 2(1): 66:1-66:24 (2024) - [c29]Asoke Datta, Brian Tsan, Yesdaulet Izenov, Florin Rusu:
Simpli-Squared: Optimizing Without Cardinality Estimates. SiMoD@SIGMOD 2024: 1 - [i19]Yesdaulet Izenov, Asoke Datta, Brian Tsan, Abylay Amanbayev, Florin Rusu:
Spanning Tree-based Query Plan Enumeration. CoRR abs/2403.04026 (2024) - 2023
- [j14]Florin Rusu:
Multidimensional Array Data Management. Found. Trends Databases 12(2-3): 69-220 (2023) - [i18]Asoke Datta, Brian Tsan, Yesdaulet Izenov, Florin Rusu:
Analyzing Query Optimizer Performance in the Presence and Absence of Cardinality Estimates. CoRR abs/2311.17293 (2023) - 2022
- [c28]Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim:
Adaptive Optimization for Sparse Data on Heterogeneous GPUs. IPDPS Workshops 2022: 1088-1097 - 2021
- [c27]Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim:
Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures. IPDPS Workshops 2021: 6-15 - [c26]Yesdaulet Izenov, Asoke Datta, Florin Rusu, Jun Hyung Shin:
COMPASS: Online Sketch-based Query Optimization for In-Memory Databases. SIGMOD Conference 2021: 804-816 - [c25]Rafael S. Pereira, Yania Molina Souto, Anderson Chaves da Silva, Rocío Zorilla, Brian Tsan, Florin Rusu, Eduardo S. Ogasawara, Artur Ziviani, Fábio Porto:
DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models. SSDBM 2021: 226-231 - [i17]Yesdaulet Izenov, Asoke Datta, Florin Rusu, Jun Hyung Shin:
Online Sketch-based Query Optimization. CoRR abs/2102.02440 (2021) - [i16]Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim:
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers. CoRR abs/2110.07029 (2021) - [i15]Asoke Datta, Yesdaulet Izenov, Brian Tsan, Florin Rusu:
Simpli-Squared: A Very Simple Yet Unexpectedly Powerful Join Ordering Algorithm Without Cardinality Estimates. CoRR abs/2111.00163 (2021) - 2020
- [i14]Yujing Ma, Florin Rusu:
Heterogeneous CPU+GPU Stochastic Gradient Descent Algorithms. CoRR abs/2004.08771 (2020) - [i13]Yania Molina Souto, Rafael S. Pereira, Rocío Zorrilla, Anderson Chaves da Silva, Brian Tsan, Florin Rusu, Eduardo S. Ogasawara, Artur Ziviani, Fábio Porto:
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models. CoRR abs/2005.11093 (2020)
2010 – 2019
- 2019
- [j13]Kesheng Wu, Florin Rusu:
Special issue on scientific and statistical data management. Distributed Parallel Databases 37(1): 1-3 (2019) - [c24]Jun Hyung Shin, Florin Rusu, Alex Suhan:
Selectivity Computation for In-Memory Query Optimization. CIDR 2019 - [c23]Yujing Ma, Florin Rusu, Martin Torres:
Stochastic Gradient Descent on Modern Hardware: Multi-core CPU or GPU? Synchronous or Asynchronous? IPDPS 2019: 1063-1072 - [c22]Amar Saini, Florin Rusu, Andrew Johnston:
PrivateJobMatch: a privacy-oriented deferred multi-match recommender system for stable employment. RecSys 2019: 87-95 - [i12]Jun Hyung Shin, Florin Rusu, Alex Suhan:
Exact Selectivity Computation for Modern In-Memory Database Query Optimization. CoRR abs/1901.01488 (2019) - [i11]Florin Rusu, Zhiyi Huang:
In-Depth Benchmarking of Graph Database Systems with the Linked Data Benchmark Council (LDBC) Social Network Benchmark (SNB). CoRR abs/1907.07405 (2019) - 2018
- [j12]Weijie Zhao, Florin Rusu, Kesheng Wu, Peter Nugent:
Automatic identification and classification of Palomar Transient Factory astrophysical objects in GLADE. Int. J. Comput. Sci. Eng. 16(4): 337-349 (2018) - [c21]Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent:
Distributed caching for processing raw arrays. SSDBM 2018: 22:1-22:12 - [i10]Yujing Ma, Florin Rusu, Martin Torres:
Stochastic Gradient Descent on Highly-Parallel Architectures. CoRR abs/1802.08800 (2018) - [i9]Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent:
Distributed Caching for Complex Querying of Raw Arrays. CoRR abs/1803.06089 (2018) - [i8]Cagatay Turkay, Nicola Pezzotti, Carsten Binnig, Hendrik Strobelt, Barbara Hammer, Daniel A. Keim, Jean-Daniel Fekete, Themis Palpanas, Yunhai Wang, Florin Rusu:
Progressive Data Science: Potential and Challenges. CoRR abs/1812.08032 (2018) - 2017
- [j11]Dan Olteanu, Florin Rusu:
Special issue on in-database analytics. Distributed Parallel Databases 35(3-4): 333-334 (2017) - [j10]Chengjie Qin, Martin Torres, Florin Rusu:
Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models. Proc. VLDB Endow. 10(10): 986-997 (2017) - [c20]Florin Rusu:
Scalable In-Situ Exploration over Raw Data. CIDR 2017 - [c19]Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu:
ArrayUDF: User-Defined Scientific Data Analysis on Arrays. HPDC 2017: 53-64 - [c18]Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Peter Nugent:
Incremental View Maintenance over Array Data. SIGMOD Conference 2017: 139-154 - [c17]Chengjie Qin, Florin Rusu:
Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics. SSDBM 2017: 8:1-8:12 - [c16]Yu Cheng, Weijie Zhao, Florin Rusu:
Bi-Level Online Aggregation on Raw Data. SSDBM 2017: 10:1-10:12 - [i7]Yu Cheng, Weijie Zhao, Florin Rusu:
OLA-RAW: Scalable Exploration over Raw Data. CoRR abs/1702.00358 (2017) - 2016
- [c15]Borui Wang, Martin Torres, Dong Li, Jishen Zhao, Florin Rusu:
Performance Implications of Processing-in-Memory Designs on Data-Intensive Applications. ICPP Workshops 2016: 115-122 - [c14]Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu:
Similarity Join over Array Data. SIGMOD Conference 2016: 2007-2022 - [i6]Chengjie Qin, Florin Rusu:
Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics. CoRR abs/1602.08845 (2016) - 2015
- [j9]Florin Rusu, Chengjie Qin, Martin Torres:
Scalable Analytics Model Calibration with Online Aggregation. IEEE Data Eng. Bull. 38(3): 30-43 (2015) - [j8]Yu Cheng, Florin Rusu:
Formal representation of the SS-DB benchmark and experimental evaluation in EXTASCID. Distributed Parallel Databases 33(3): 277-317 (2015) - [j7]Florin Rusu, Zixuan Zhuang, Mingxi Wu, Chris Jermaine:
Workload-Driven Antijoin Cardinality Estimation. ACM Trans. Database Syst. 40(3): 16:1-16:41 (2015) - [j6]Yu Cheng, Florin Rusu:
SCANRAW: A Database Meta-Operator for Parallel In-Situ Processing and Loading. ACM Trans. Database Syst. 40(3): 19:1-19:45 (2015) - [c13]Chengjie Qin, Florin Rusu:
Speculative Approximations for Terascale Distributed Gradient Descent Optimization. DanaC@SIGMOD 2015: 1:1-1:10 - [c12]Weijie Zhao, Yu Cheng, Florin Rusu:
Vertical partitioning for query processing over raw data. SSDBM 2015: 15:1-15:12 - [i5]Chengjie Qin, Florin Rusu:
Speculative Approximations for Terascale Analytics. CoRR abs/1501.00255 (2015) - [i4]Weijie Zhao, Yu Cheng, Florin Rusu:
Workload-Driven Vertical Partitioning for Effective Query Processing over Raw Data. CoRR abs/1503.08946 (2015) - 2014
- [j5]Chengjie Qin, Florin Rusu:
PF-OLA: a high-performance framework for parallel online aggregation. Distributed Parallel Databases 32(3): 337-375 (2014) - [c11]Florin Rusu, Peter Nugent, Kesheng Wu:
Implementing the Palomar Transient Factory Real-Time Detection Pipeline in GLADE: Results and Observations. DNIS 2014: 53-66 - [c10]Yu Cheng, Florin Rusu:
Parallel in-situ data processing with speculative loading. SIGMOD Conference 2014: 1287-1298 - 2013
- [c9]Chengjie Qin, Florin Rusu:
Sampling Estimators for Parallel Online Aggregation. BNCOD 2013: 204-217 - [c8]Chengjie Qin, Florin Rusu:
Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE. DanaC@SIGMOD 2013: 16-20 - [c7]Chengjie Qin, Florin Rusu:
Parallel online aggregation in action. SSDBM 2013: 46:1-46:4 - [c6]Yu Cheng, Florin Rusu:
Astronomical data processing in EXTASCID. SSDBM 2013: 47:1-47:4 - [i3]Florin Rusu, Yu Cheng:
A Survey on Array Storage, Query Languages, and Systems. CoRR abs/1302.0103 (2013) - [i2]Yu Cheng, Florin Rusu:
Formal Representation of the SS-DB Benchmark and Experimental Evaluation in EXTASCID. CoRR abs/1305.1609 (2013) - 2012
- [j4]Florin Rusu, Alin Dobra:
GLADE: a scalable framework for efficient analytics. ACM SIGOPS Oper. Syst. Rev. 46(1): 12-18 (2012) - [c5]Yu Cheng, Chengjie Qin, Florin Rusu:
GLADE: big data analytics made easy. SIGMOD Conference 2012: 697-700 - [i1]Chengjie Qin, Florin Rusu:
PF-OLA: A High-Performance Framework for Parallel On-Line Aggregation. CoRR abs/1206.0051 (2012)
2000 – 2009
- 2009
- [j3]Alin Dobra, Chris Jermaine, Florin Rusu, Fei Xu:
Turbo-Charging Estimate Convergence in DBO. Proc. VLDB Endow. 2(1): 419-430 (2009) - [c4]Florin Rusu, Alin Dobra:
Sketching Sampled Data Streams. ICDE 2009: 381-392 - 2008
- [j2]Florin Rusu, Alin Dobra:
Sketches for size of join estimation. ACM Trans. Database Syst. 33(3): 15:1-15:46 (2008) - [c3]Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra:
The DBO database system. SIGMOD Conference 2008: 1223-1226 - 2007
- [j1]Florin Rusu, Alin Dobra:
Pseudo-random number generation for sketch-based estimations. ACM Trans. Database Syst. 32(2): 11 (2007) - [c2]Florin Rusu, Alin Dobra:
Statistical analysis of sketch estimators. SIGMOD Conference 2007: 187-198 - 2006
- [c1]Florin Rusu, Alin Dobra:
Fast range-summable random variables for efficient aggregate estimation. SIGMOD Conference 2006: 193-204
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 20:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint