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2020 – today
- 2024
[i15]Jie Liu, Barzan Mozafari:
Query Rewriting via Large Language Models. CoRR abs/2403.09060 (2024)- 2023
- [j11]Rui Dong
, Jie Liu, Yuxuan Zhu, Cong Yan, Barzan Mozafari, Xinyu Wang:
SlabCity: Whole-Query Optimization using Program Synthesis. Proc. VLDB Endow. 16(11): 3151-3164 (2023) - [c43]Junghwan Kim, Michelle Kim, Barzan Mozafari:
Provable Memorization Capacity of Transformers. ICLR 2023 - [c42]Barzan Mozafari, Radu Alexandru Burcuta, Alan Cabrera, Andrei Constantin, Derek Francis, David Grömling, Alekh Jindal, Maciej Konkolowicz, Valentin Marian Spac, Yongjoo Park, Russell Razo Carranzo, Nicholas Richardson, Abhishek Roy, Aayushi Srivastava, Isha Tarte, Brian Westphal, Chi Zhang:
Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning. SIGMOD Conference Companion 2023: 239-251 - 2022
- [c41]Rui Liu, Barzan Mozafari:
Transformer with Memory Replay. AAAI 2022: 7567-7575 - [c40]Rui Liu, Barzan Mozafari:
Communication-efficient Distributed Learning for Large Batch Optimization. ICML 2022: 13925-13946 - [i14]Rui Liu, Barzan Mozafari:
Transformer with Memory Replay. CoRR abs/2205.09869 (2022) - [i13]Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla:
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR abs/2205.14336 (2022) - 2021
- [c39]Tanvir Ahmed Khan, Ian Neal, Gilles Pokam, Barzan Mozafari, Baris Kasikci:
DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling. OSDI 2021: 163-181 - 2020
- [c38]Rui Liu, Tianyi Wu, Barzan Mozafari:
Adam with Bandit Sampling for Deep Learning. NeurIPS 2020 - [c37]Yongjoo Park, Shucheng Zhong, Barzan Mozafari:
QuickSel: Quick Selectivity Learning with Mixture Models. SIGMOD Conference 2020: 1017-1033 - [i12]Rui Liu, Tianyi Wu, Barzan Mozafari:
Adam with Bandit Sampling for Deep Learning. CoRR abs/2010.12986 (2020)
2010 – 2019
- 2019
- [j10]Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari:
Join on Samples: A Theoretical Guide for Practitioners. Proc. VLDB Endow. 13(4): 547-560 (2019) - [c36]Jarrid Rector-Brooks, Jun-Kun Wang, Barzan Mozafari:
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets. AAAI 2019: 1576-1583 - [c35]Rui Liu, Tianyi Wu, Barzan Mozafari:
A Bandit Approach to Maximum Inner Product Search. AAAI 2019: 4376-4383 - [c34]Tanvir Ahmed Khan, Yifan Zhao, Gilles Pokam, Barzan Mozafari, Baris Kasikci:
Huron: hybrid false sharing detection and repair. PLDI 2019: 453-468 - [c33]Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari:
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. SIGMOD Conference 2019: 1135-1152 - [r1]Barzan Mozafari:
SnappyData. Encyclopedia of Big Data Technologies 2019 - [i11]Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari:
Joins on Samples: A Theoretical Guide for Practitioners. CoRR abs/1912.03443 (2019) - 2018
- [j9]Boyu Tian, Jiamin Huang, Barzan Mozafari, Grant Schoenebeck:
Contention-Aware Lock Scheduling for Transactional Databases. Proc. VLDB Endow. 11(5): 648-662 (2018) - [c32]Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang:
VerdictDB: Universalizing Approximate Query Processing. SIGMOD Conference 2018: 1461-1476 - [c31]Dong Young Yoon, Mosharaf Chowdhury, Barzan Mozafari:
Distributed Lock Management with RDMA: Decentralization without Starvation. SIGMOD Conference 2018: 1571-1586 - [c30]Wen He, Yongjoo Park, Idris Hanafi, Jacob Yatvitskiy, Barzan Mozafari:
Demonstration of VerdictDB, the Platform-Independent AQP System. SIGMOD Conference 2018: 1665-1668 - [i10]Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang:
VerdictDB: Universalizing Approximate Query Processing. CoRR abs/1804.00770 (2018) - [i9]Jarrid Rector-Brooks, Jun-Kun Wang, Barzan Mozafari:
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets. CoRR abs/1811.05831 (2018) - [i8]Rui Liu, Tianyi Wu, Barzan Mozafari:
A Bandit Approach to Maximum Inner Product Search. CoRR abs/1812.06360 (2018) - [i7]Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari:
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. CoRR abs/1812.10564 (2018) - [i6]Yongjoo Park, Shucheng Zhong, Barzan Mozafari:
QuickSel: Quick Selectivity Learning with Mixture Models. CoRR abs/1812.10568 (2018) - 2017
- [c29]Barzan Mozafari, Jags Ramnarayan, Sudhir Menon, Yogesh Mahajan, Soubhik Chakraborty, Hemant Bhanawat, Kishor Bachhav:
SnappyData: A Unified Cluster for Streaming, Transactions and Interactice Analytics. CIDR 2017 - [c28]Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch:
Statistical Analysis of Latency Through Semantic Profiling. EuroSys 2017: 64-79 - [c27]Barzan Mozafari:
Approximate Query Engines: Commercial Challenges and Research Opportunities. SIGMOD Conference 2017: 521-524 - [c26]Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari:
Database Learning: Toward a Database that Becomes Smarter Every Time. SIGMOD Conference 2017: 587-602 - [c25]Jiamin Huang, Barzan Mozafari, Grant Schoenebeck, Thomas F. Wenisch:
A Top-Down Approach to Achieving Performance Predictability in Database Systems. SIGMOD Conference 2017: 745-758 - [c24]Kevin Eykholt, Atul Prakash, Barzan Mozafari:
Ensuring Authorized Updates in Multi-user Database-Backed Applications. USENIX Security Symposium 2017: 1445-1462 - [i5]Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari:
Database Learning: Toward a Database that Becomes Smarter Every Time. CoRR abs/1703.05468 (2017) - 2016
- [c23]Yongjoo Park, Michael J. Cafarella, Barzan Mozafari:
Visualization-aware sampling for very large databases. ICDE 2016: 755-766 - [c22]Dong Young Yoon, Ning Niu, Barzan Mozafari:
DBSherlock: A Performance Diagnostic Tool for Transactional Databases. SIGMOD Conference 2016: 1599-1614 - [c21]Jags Ramnarayan, Barzan Mozafari, Sumedh Wale, Sudhir Menon, Neeraj Kumar, Hemant Bhanawat, Soubhik Chakraborty, Yogesh Mahajan, Rishitesh Mishra, Kishor Bachhav:
SnappyData: A Hybrid Transactional Analytical Store Built On Spark. SIGMOD Conference 2016: 2153-2156 - [p1]Nikolay Laptev, Barzan Mozafari, Hamid Mousavi, Hetal Thakkar, Haixun Wang, Kai Zeng, Carlo Zaniolo:
Extending Relational Query Languages for Data Streams. Data Stream Management 2016: 361-386 - [i4]Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch:
Identifying the Major Sources of Variance in Transaction Latencies: Towards More Predictable Databases. CoRR abs/1602.01871 (2016) - 2015
- [j8]Barzan Mozafari, Ning Niu:
A Handbook for Building an Approximate Query Engine. IEEE Data Eng. Bull. 38(3): 3-29 (2015) - [j7]Dong Young Yoon, Barzan Mozafari, Douglas P. Brown:
DBSeer: Pain-free Database Administration through Workload Intelligence. Proc. VLDB Endow. 8(12): 2036-2039 (2015) - [j6]Yongjoo Park, Michael J. Cafarella, Barzan Mozafari:
Neighbor-Sensitive Hashing. Proc. VLDB Endow. 9(3): 144-155 (2015) - [c20]Barzan Mozafari:
Verdict: A System for Stochastic Query Planning. CIDR 2015 - [c19]Barzan Mozafari, Eugene Zhen Ye Goh, Dong Young Yoon:
CliffGuard: A Principled Framework for Finding Robust Database Designs. SIGMOD Conference 2015: 1167-1182 - [i3]Yongjoo Park, Michael J. Cafarella, Barzan Mozafari:
Visualization-Aware Sampling for Very Large Databases. CoRR abs/1510.03921 (2015) - 2014
- [j5]Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden:
Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning. Proc. VLDB Endow. 8(2): 125-136 (2014) - [c18]Kai Zeng, Shi Gao, Barzan Mozafari, Carlo Zaniolo:
The analytical bootstrap: a new method for fast error estimation in approximate query processing. SIGMOD Conference 2014: 277-288 - [c17]Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael I. Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica:
Knowing when you're wrong: building fast and reliable approximate query processing systems. SIGMOD Conference 2014: 481-492 - [c16]Kai Zeng, Shi Gao, Jiaqi Gu, Barzan Mozafari, Carlo Zaniolo:
ABS: a system for scalable approximate queries with accuracy guarantees. SIGMOD Conference 2014: 1067-1070 - 2013
- [j4]Barzan Mozafari, Kai Zeng, Loris D'Antoni, Carlo Zaniolo:
High-performance complex event processing over hierarchical data. ACM Trans. Database Syst. 38(4): 21 (2013) - [c15]Barzan Mozafari, Carlo Curino, Samuel Madden:
DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud. CIDR 2013 - [c14]Sameer Agarwal, Barzan Mozafari, Aurojit Panda, Henry Milner, Samuel Madden, Ion Stoica:
BlinkDB: queries with bounded errors and bounded response times on very large data. EuroSys 2013: 29-42 - [c13]Kai Zeng, Mohan Yang, Barzan Mozafari, Carlo Zaniolo:
Complex pattern matching in complex structures: The XSeq approach. ICDE 2013: 1328-1331 - [c12]Barzan Mozafari, Carlo Curino, Alekh Jindal, Samuel Madden:
Performance and resource modeling in highly-concurrent OLTP workloads. SIGMOD Conference 2013: 301-312 - 2012
- [j3]Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Anand P. Iyer, Samuel Madden, Ion Stoica:
Blink and It's Done: Interactive Queries on Very Large Data. Proc. VLDB Endow. 5(12): 1902-1905 (2012) - [c11]Barzan Mozafari, Kai Zeng, Carlo Zaniolo:
High-performance complex event processing over XML streams. SIGMOD Conference 2012: 253-264 - [i2]Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Samuel Madden, Ion Stoica:
BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data. CoRR abs/1203.5485 (2012) - [i1]Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden:
Active Learning for Crowd-Sourced Databases. CoRR abs/1209.3686 (2012) - 2011
- [c10]Hetal Thakkar, Nikolay Laptev, Hamid Mousavi, Barzan Mozafari, Vincenzo Russo, Carlo Zaniolo:
SMM: A data stream management system for knowledge discovery. ICDE 2011: 757-768 - 2010
- [j2]Barzan Mozafari, Kai Zeng, Carlo Zaniolo:
From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences. Proc. VLDB Endow. 3(1): 150-161 (2010) - [c9]Barzan Mozafari, Carlo Zaniolo:
Optimal load shedding with aggregates and mining queries. ICDE 2010: 76-88 - [c8]Barzan Mozafari, Kai Zeng, Carlo Zaniolo:
K*SQL: a unifying engine for sequence patterns and XML. SIGMOD Conference 2010: 1143-1146
2000 – 2009
- 2009
- [j1]Barzan Mozafari, Carlo Zaniolo:
Publishing Naive Bayesian Classifiers: Privacy without Accuracy Loss. Proc. VLDB Endow. 2(1): 1173-1185 (2009) - [c7]Elio Masciari, Barzan Mozafari:
Sequential Pattern Mining from Trajectory Data. SEBD 2009: 125-132 - 2008
- [c6]Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo:
Designing an inductive data stream management system: the stream mill experience. SSPS 2008: 79-88 - [c5]Barzan Mozafari, Hetal Thakkar, Carlo Zaniolo:
Verifying and Mining Frequent Patterns from Large Windows over Data Streams. ICDE 2008: 179-188 - [c4]Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo:
A Data Stream Mining System. ICDM Workshops 2008: 987-990 - 2007
- [c3]Rodrigo B. Almeida, Barzan Mozafari, Junghoo Cho:
On the Evolution of Wikipedia. ICWSM 2007 - [c2]Barzan Mozafari, Mohammad Hasan Savoji:
An efficient recursive algorithm and an explicit formula for calculating update vectors of running walsh-hadamard transform. ISSPA 2007: 1-4 - 2006
- [c1]Barzan Mozafari, Mohammad Hasan Savoji:
A new collision resistant hash function based on optimum dimensionality reduction using Walsh-Hadamard transform. ICIT 2006: 149-154
Coauthor Index
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last updated on 2024-10-13 17:59 CEST by the dblp team
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