Barzan Mozafari

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 38

Top Topics

Distributed Learning

Transactional Databases

Approximate Query Processing

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Jie Liu, Barzan Mozafari
Query Rewriting via Large Language Models. CoRR (2024)
Rui Dong, Jie Liu, Yuxuan Zhu, Cong Yan, Barzan Mozafari, Xinyu Wang
SlabCity: Whole-Query Optimization using Program Synthesis. Proc. VLDB Endow. 16 (11) (2023)
Junghwan Kim, Michelle Kim, Barzan Mozafari
Provable Memorization Capacity of Transformers. ICLR (2023)
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)
Rui Liu, Barzan Mozafari
Transformer with Memory Replay. AAAI (2022)
Rui Liu, Barzan Mozafari
Transformer with Memory Replay. CoRR (2022)
Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR (2022)
Rui Liu, Barzan Mozafari
Communication-efficient Distributed Learning for Large Batch Optimization. ICML (2022)
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)
Yongjoo Park, Shucheng Zhong, Barzan Mozafari
QuickSel: Quick Selectivity Learning with Mixture Models. SIGMOD Conference (2020)
Rui Liu, Tianyi Wu, Barzan Mozafari
Adam with Bandit Sampling for Deep Learning. NeurIPS (2020)
Rui Liu, Tianyi Wu, Barzan Mozafari
Adam with Bandit Sampling for Deep Learning. CoRR (2020)
Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari
Joins on Samples: A Theoretical Guide for Practitioners. CoRR (2019)
Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari
Join on Samples: A Theoretical Guide for Practitioners. Proc. VLDB Endow. 13 (4) (2019)
Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. SIGMOD Conference (2019)
Tanvir Ahmed Khan, Yifan Zhao, Gilles Pokam, Barzan Mozafari, Baris Kasikci
Huron: hybrid false sharing detection and repair. PLDI (2019)
Rui Liu, Tianyi Wu, Barzan Mozafari
A Bandit Approach to Maximum Inner Product Search. AAAI (2019)
Jarrid Rector-Brooks, Jun-Kun Wang, Barzan Mozafari
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets. AAAI (2019)
Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. CoRR (2018)
Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang
VerdictDB: Universalizing Approximate Query Processing. SIGMOD Conference (2018)
Rui Liu, Tianyi Wu, Barzan Mozafari
A Bandit Approach to Maximum Inner Product Search. CoRR (2018)
Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang
VerdictDB: Universalizing Approximate Query Processing. CoRR (2018)
Boyu Tian, Jiamin Huang, Barzan Mozafari, Grant Schoenebeck
Contention-Aware Lock Scheduling for Transactional Databases. Proc. VLDB Endow. 11 (5) (2018)
Jarrid Rector-Brooks, Jun-Kun Wang, Barzan Mozafari
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets. CoRR (2018)
Yongjoo Park, Shucheng Zhong, Barzan Mozafari
QuickSel: Quick Selectivity Learning with Mixture Models. CoRR (2018)
Wen He, Yongjoo Park, Idris Hanafi, Jacob Yatvitskiy, Barzan Mozafari
Demonstration of VerdictDB, the Platform-Independent AQP System. SIGMOD Conference (2018)
Dong Young Yoon, Mosharaf Chowdhury, Barzan Mozafari
Distributed Lock Management with RDMA: Decentralization without Starvation. SIGMOD Conference (2018)
Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari
Database Learning: Toward a Database that Becomes Smarter Every Time. CoRR (2017)
Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari
Database Learning: Toward a Database that Becomes Smarter Every Time. SIGMOD Conference (2017)
Jiamin Huang, Barzan Mozafari, Grant Schoenebeck, Thomas F. Wenisch
A Top-Down Approach to Achieving Performance Predictability in Database Systems. SIGMOD Conference (2017)
Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch
Statistical Analysis of Latency Through Semantic Profiling. EuroSys (2017)
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)
Barzan Mozafari
Approximate Query Engines: Commercial Challenges and Research Opportunities. SIGMOD Conference (2017)
Kevin Eykholt, Atul Prakash, Barzan Mozafari
Ensuring Authorized Updates in Multi-user Database-Backed Applications. USENIX Security Symposium (2017)
Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
Visualization-aware sampling for very large databases. ICDE (2016)
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)
Dong Young Yoon, Ning Niu, Barzan Mozafari
DBSherlock: A Performance Diagnostic Tool for Transactional Databases. SIGMOD Conference (2016)
Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch
Identifying the Major Sources of Variance in Transaction Latencies: Towards More Predictable Databases. CoRR (2016)
Barzan Mozafari
Verdict: A System for Stochastic Query Planning. CIDR (2015)
Barzan Mozafari, Ning Niu
A Handbook for Building an Approximate Query Engine. IEEE Data Eng. Bull. 38 (3) (2015)
Barzan Mozafari, Eugene Zhen Ye Goh, Dong Young Yoon
CliffGuard: A Principled Framework for Finding Robust Database Designs. SIGMOD Conference (2015)
Dong Young Yoon, Barzan Mozafari, Douglas P. Brown
DBSeer: Pain-free Database Administration through Workload Intelligence. Proc. VLDB Endow. 8 (12) (2015)
Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
Visualization-Aware Sampling for Very Large Databases. CoRR (2015)
Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
Neighbor-Sensitive Hashing. Proc. VLDB Endow. 9 (3) (2015)
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)
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) (2014)
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)
Kai Zeng, Shi Gao, Jiaqi Gu, Barzan Mozafari, Carlo Zaniolo
ABS: a system for scalable approximate queries with accuracy guarantees. SIGMOD Conference (2014)
Kai Zeng, Mohan Yang, Barzan Mozafari, Carlo Zaniolo
Complex pattern matching in complex structures: The XSeq approach. ICDE (2013)
Barzan Mozafari, Carlo Curino, Alekh Jindal, Samuel Madden
Performance and resource modeling in highly-concurrent OLTP workloads. SIGMOD Conference (2013)
Barzan Mozafari, Carlo Curino, Samuel Madden
DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud. CIDR (2013)
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)
Barzan Mozafari, Kai Zeng, Loris D'Antoni, Carlo Zaniolo
High-performance complex event processing over hierarchical data. ACM Trans. Database Syst. 38 (4) (2013)
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) (2012)
Barzan Mozafari, Kai Zeng, Carlo Zaniolo
High-performance complex event processing over XML streams. SIGMOD Conference (2012)
Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden
Active Learning for Crowd-Sourced Databases CoRR (2012)
Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Samuel Madden, Ion Stoica
BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data CoRR (2012)
Hetal Thakkar, Nikolay Laptev, Hamid Mousavi, Barzan Mozafari, Vincenzo Russo, Carlo Zaniolo
SMM: A data stream management system for knowledge discovery. ICDE (2011)
Barzan Mozafari, Carlo Zaniolo
Optimal load shedding with aggregates and mining queries. ICDE (2010)
Barzan Mozafari, Kai Zeng, Carlo Zaniolo
K*SQL: a unifying engine for sequence patterns and XML. SIGMOD Conference (2010)
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) (2010)
Elio Masciari, Barzan Mozafari
Sequential Pattern Mining from Trajectory Data. SEBD (2009)
Barzan Mozafari, Carlo Zaniolo
Publishing Naive Bayesian Classifiers: Privacy without Accuracy Loss. Proc. VLDB Endow. 2 (1) (2009)
Barzan Mozafari, Hetal Thakkar, Carlo Zaniolo
Verifying and Mining Frequent Patterns from Large Windows over Data Streams. ICDE (2008)
Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo
A Data Stream Mining System. ICDM Workshops (2008)
Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo
Designing an inductive data stream management system: the stream mill experience. SSPS (2008)
Barzan Mozafari, Mohammad Hasan Savoji
An efficient recursive algorithm and an explicit formula for calculating update vectors of running walsh-hadamard transform. ISSPA (2007)
Rodrigo B. Almeida, Barzan Mozafari, Junghoo Cho
On the Evolution of Wikipedia. ICWSM (2007)
Barzan Mozafari, Mohammad Hasan Savoji
A new collision resistant hash function based on optimum dimensionality reduction using Walsh-Hadamard transform. ICIT (2006)