Barzan Mozafari

According to our database, Barzan Mozafari authored at least 62 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Query Rewriting via Large Language Models.

Jie Liu, Barzan Mozafari

CoRR, 2024

2023

SlabCity: Whole-Query Optimization using Program Synthesis.

Rui Dong, Jie Liu, Yuxuan Zhu, Cong Yan, Barzan Mozafari, Xinyu Wang

Proc. VLDB Endow., 2023

Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning.

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

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Provable Memorization Capacity of Transformers.

Junghwan Kim, Michelle Kim, Barzan Mozafari

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers.

Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla

CoRR, 2022

Communication-efficient Distributed Learning for Large Batch Optimization.

Rui Liu, Barzan Mozafari

Proceedings of the International Conference on Machine Learning, 2022

Transformer with Memory Replay.

Rui Liu, Barzan Mozafari

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling.

Tanvir Ahmed Khan, Ian Neal, Gilles Pokam, Barzan Mozafari, Baris Kasikci

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

2020

QuickSel: Quick Selectivity Learning with Mixture Models.

Yongjoo Park, Shucheng Zhong, Barzan Mozafari

Proceedings of the 2020 International Conference on Management of Data, 2020

Adam with Bandit Sampling for Deep Learning.

Rui Liu, Tianyi Wu, Barzan Mozafari

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

SnappyData.

Barzan Mozafari

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Join on Samples: A Theoretical Guide for Practitioners.

Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari

Proc. VLDB Endow., 2019

Joins on Samples: A Theoretical Guide for Practitioners.

Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari

CoRR, 2019

BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees.

Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari

Proceedings of the 2019 International Conference on Management of Data, 2019

Huron: hybrid false sharing detection and repair.

Tanvir Ahmed Khan, Yifan Zhao, Gilles Pokam, Barzan Mozafari, Baris Kasikci

Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2019

Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets.

Jarrid Rector-Brooks, Jun-Kun Wang, Barzan Mozafari

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Bandit Approach to Maximum Inner Product Search.

Rui Liu, Tianyi Wu, Barzan Mozafari

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Contention-Aware Lock Scheduling for Transactional Databases.

Boyu Tian, Jiamin Huang, Barzan Mozafari, Grant Schoenebeck

Proc. VLDB Endow., 2018

Distributed Lock Management with RDMA: Decentralization without Starvation.

Dong Young Yoon, Mosharaf Chowdhury, Barzan Mozafari

Proceedings of the 2018 International Conference on Management of Data, 2018

VerdictDB: Universalizing Approximate Query Processing.

Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang

Proceedings of the 2018 International Conference on Management of Data, 2018

Demonstration of VerdictDB, the Platform-Independent AQP System.

Wen He, Yongjoo Park, Idris Hanafi, Jacob Yatvitskiy, Barzan Mozafari

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Ensuring Authorized Updates in Multi-user Database-Backed Applications.

Kevin Eykholt, Atul Prakash, Barzan Mozafari

Proceedings of the 26th USENIX Security Symposium, 2017

Database Learning: Toward a Database that Becomes Smarter Every Time.

Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Approximate Query Engines: Commercial Challenges and Research Opportunities.

Barzan Mozafari

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

A Top-Down Approach to Achieving Performance Predictability in Database Systems.

Jiamin Huang, Barzan Mozafari, Grant Schoenebeck, Thomas F. Wenisch

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Statistical Analysis of Latency Through Semantic Profiling.

Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch

Proceedings of the Twelfth European Conference on Computer Systems, 2017

SnappyData: A Unified Cluster for Streaming, Transactions and Interactice Analytics.

Barzan Mozafari, Jags Ramnarayan, Sudhir Menon, Yogesh Mahajan, Soubhik Chakraborty, Hemant Bhanawat, Kishor Bachhav

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

Identifying the Major Sources of Variance in Transaction Latencies: Towards More Predictable Databases.

Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch

CoRR, 2016

DBSherlock: A Performance Diagnostic Tool for Transactional Databases.

Dong Young Yoon, Ning Niu, Barzan Mozafari

Proceedings of the 2016 International Conference on Management of Data, 2016

SnappyData: A Hybrid Transactional Analytical Store Built On Spark.

Jags Ramnarayan, Barzan Mozafari, Sumedh Wale, Sudhir Menon, Neeraj Kumar, Hemant Bhanawat, Soubhik Chakraborty, Yogesh Mahajan, Rishitesh Mishra, Kishor Bachhav

Proceedings of the 2016 International Conference on Management of Data, 2016

Visualization-aware sampling for very large databases.

Yongjoo Park, Michael J. Cafarella, Barzan Mozafari

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Extending Relational Query Languages for Data Streams.

Nikolay Laptev, Barzan Mozafari, Hamid Mousavi, Hetal Thakkar, Haixun Wang, Kai Zeng, Carlo Zaniolo

Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015

DBSeer: Pain-free Database Administration through Workload Intelligence.

Dong Young Yoon, Barzan Mozafari, Douglas P. Brown

Proc. VLDB Endow., 2015

Neighbor-Sensitive Hashing.

Yongjoo Park, Michael J. Cafarella, Barzan Mozafari

Proc. VLDB Endow., 2015

A Handbook for Building an Approximate Query Engine.

Barzan Mozafari, Ning Niu

IEEE Data Eng. Bull., 2015

CliffGuard: A Principled Framework for Finding Robust Database Designs.

Barzan Mozafari, Eugene Zhen Ye Goh, Dong Young Yoon

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Verdict: A System for Stochastic Query Planning.

Barzan Mozafari

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning.

Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden

Proc. VLDB Endow., 2014

The analytical bootstrap: a new method for fast error estimation in approximate query processing.

Kai Zeng, Shi Gao, Barzan Mozafari, Carlo Zaniolo

Proceedings of the International Conference on Management of Data, 2014

ABS: a system for scalable approximate queries with accuracy guarantees.

Kai Zeng, Shi Gao, Jiaqi Gu, Barzan Mozafari, Carlo Zaniolo

Proceedings of the International Conference on Management of Data, 2014

Knowing when you're wrong: building fast and reliable approximate query processing systems.

Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael I. Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica

Proceedings of the International Conference on Management of Data, 2014

2013

High-performance complex event processing over hierarchical data.

Barzan Mozafari, Kai Zeng, Loris D'Antoni, Carlo Zaniolo

ACM Trans. Database Syst., 2013

Performance and resource modeling in highly-concurrent OLTP workloads.

Barzan Mozafari, Carlo Curino, Alekh Jindal, Samuel Madden

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Complex pattern matching in complex structures: The XSeq approach.

Kai Zeng, Mohan Yang, Barzan Mozafari, Carlo Zaniolo

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

BlinkDB: queries with bounded errors and bounded response times on very large data.

Sameer Agarwal, Barzan Mozafari, Aurojit Panda, Henry Milner, Samuel Madden, Ion Stoica

Proceedings of the Eighth Eurosys Conference 2013, 2013

DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud.

Barzan Mozafari, Carlo Curino, Samuel Madden

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

Blink and It's Done: Interactive Queries on Very Large Data.

Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Anand P. Iyer, Samuel Madden, Ion Stoica

Proc. VLDB Endow., 2012

Active Learning for Crowd-Sourced Databases

Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden

CoRR, 2012

BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data

Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Samuel Madden, Ion Stoica

CoRR, 2012

High-performance complex event processing over XML streams.

Barzan Mozafari, Kai Zeng, Carlo Zaniolo

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011

SMM: A data stream management system for knowledge discovery.

Hetal Thakkar, Nikolay Laptev, Hamid Mousavi, Barzan Mozafari, Vincenzo Russo, Carlo Zaniolo

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences.

Barzan Mozafari, Kai Zeng, Carlo Zaniolo

Proc. VLDB Endow., 2010

K*SQL: a unifying engine for sequence patterns and XML.

Barzan Mozafari, Kai Zeng, Carlo Zaniolo

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Optimal load shedding with aggregates and mining queries.

Barzan Mozafari, Carlo Zaniolo

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Publishing Naive Bayesian Classifiers: Privacy without Accuracy Loss.

Barzan Mozafari, Carlo Zaniolo

Proc. VLDB Endow., 2009

Sequential Pattern Mining from Trajectory Data.

Elio Masciari, Barzan Mozafari

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

2008

A Data Stream Mining System.

Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Verifying and Mining Frequent Patterns from Large Windows over Data Streams.

Barzan Mozafari, Hetal Thakkar, Carlo Zaniolo

Proceedings of the 24th International Conference on Data Engineering, 2008

Designing an inductive data stream management system: the stream mill experience.

Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo

Proceedings of the 2008 International Workshop on Scalable Stream Processing System, 2008

2007

An efficient recursive algorithm and an explicit formula for calculating update vectors of running walsh-hadamard transform.

Barzan Mozafari, Mohammad Hasan Savoji

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

On the Evolution of Wikipedia.

Rodrigo B. Almeida, Barzan Mozafari, Junghoo Cho

Proceedings of the First International Conference on Weblogs and Social Media, 2007

2006

A new collision resistant hash function based on optimum dimensionality reduction using Walsh-Hadamard transform.

Barzan Mozafari, Mohammad Hasan Savoji

Proceedings of the 9th International Conference in Information Technology, 2006