Barzan Mozafari

71 papers A* 14A 6Journal 26Unranked 23

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Query Rewriting via Large Language Models. CoRR Jie Liu, Barzan Mozafari
2023	—	`conf`	Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning. SIGMOD Conference Companion 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
2023	A*	`conf`	Provable Memorization Capacity of Transformers. ICLR Junghwan Kim, Michelle Kim, Barzan Mozafari
2023	J	`jnl`	SlabCity: Whole-Query Optimization using Program Synthesis. Proc. VLDB Endow. Rui Dong, Jie Liu, Yuxuan Zhu, Cong Yan, Barzan Mozafari, Xinyu Wang
2022	A*	`conf`	Communication-efficient Distributed Learning for Large Batch Optimization. ICML Rui Liu, Barzan Mozafari
2022	J	`jnl`	Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla
2022	A*	`conf`	Transformer with Memory Replay. AAAI Rui Liu, Barzan Mozafari
2022	J	`jnl`	Transformer with Memory Replay. CoRR Rui Liu, Barzan Mozafari
2021	A*	`conf`	DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling. OSDI Tanvir Ahmed Khan, Ian Neal, Gilles Pokam, Barzan Mozafari, Baris Kasikci
2020	A*	`conf`	Adam with Bandit Sampling for Deep Learning. NeurIPS Rui Liu, Tianyi Wu, Barzan Mozafari
2020	J	`jnl`	Adam with Bandit Sampling for Deep Learning. CoRR Rui Liu, Tianyi Wu, Barzan Mozafari
2020	—	`conf`	QuickSel: Quick Selectivity Learning with Mixture Models. SIGMOD Conference Yongjoo Park, Shucheng Zhong, Barzan Mozafari
2019	A*	`conf`	A Bandit Approach to Maximum Inner Product Search. AAAI Rui Liu, Tianyi Wu, Barzan Mozafari
2019	—	`conf`	BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. SIGMOD Conference Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari
2019	A*	`conf`	Huron: hybrid false sharing detection and repair. PLDI Tanvir Ahmed Khan, Yifan Zhao, Gilles Pokam, Barzan Mozafari, Baris Kasikci
2019	J	`jnl`	Join on Samples: A Theoretical Guide for Practitioners. Proc. VLDB Endow. Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari
2019	J	`jnl`	Joins on Samples: A Theoretical Guide for Practitioners. CoRR Dawei Huang, Dong Young Yoon, Seth Pettie, Barzan Mozafari
2019	A*	`conf`	Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets. AAAI Jarrid Rector-Brooks, Jun-Kun Wang, Barzan Mozafari
2019	—	`ch.`	SnappyData. Encyclopedia of Big Data Technologies Barzan Mozafari
2018	J	`jnl`	A Bandit Approach to Maximum Inner Product Search. CoRR Rui Liu, Tianyi Wu, Barzan Mozafari
2018	J	`jnl`	BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. CoRR Yongjoo Park, Jingyi Qing, Xiaoyang Shen, Barzan Mozafari
2018	J	`jnl`	Contention-Aware Lock Scheduling for Transactional Databases. Proc. VLDB Endow. Boyu Tian, Jiamin Huang, Barzan Mozafari, Grant Schoenebeck
2018	—	`conf`	Demonstration of VerdictDB, the Platform-Independent AQP System. SIGMOD Conference Wen He, Yongjoo Park, Idris Hanafi, Jacob Yatvitskiy, Barzan Mozafari
2018	—	`conf`	Distributed Lock Management with RDMA: Decentralization without Starvation. SIGMOD Conference Dong Young Yoon, Mosharaf Chowdhury, Barzan Mozafari
2018	J	`jnl`	QuickSel: Quick Selectivity Learning with Mixture Models. CoRR Yongjoo Park, Shucheng Zhong, Barzan Mozafari
2018	J	`jnl`	Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets. CoRR Jarrid Rector-Brooks, Jun-Kun Wang, Barzan Mozafari
2018	—	`conf`	VerdictDB: Universalizing Approximate Query Processing. SIGMOD Conference Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang
2018	J	`jnl`	VerdictDB: Universalizing Approximate Query Processing. CoRR Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang
2017	—	`conf`	A Top-Down Approach to Achieving Performance Predictability in Database Systems. SIGMOD Conference Jiamin Huang, Barzan Mozafari, Grant Schoenebeck, Thomas F. Wenisch
2017	—	`conf`	Approximate Query Engines: Commercial Challenges and Research Opportunities. SIGMOD Conference Barzan Mozafari
2017	—	`conf`	Database Learning: Toward a Database that Becomes Smarter Every Time. SIGMOD Conference Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari
2017	J	`jnl`	Database Learning: Toward a Database that Becomes Smarter Every Time. CoRR Yongjoo Park, Ahmad Shahab Tajik, Michael J. Cafarella, Barzan Mozafari
2017	A*	`conf`	Ensuring Authorized Updates in Multi-user Database-Backed Applications. USENIX Security Symposium Kevin Eykholt, Atul Prakash, Barzan Mozafari
2017	A	`conf`	SnappyData: A Unified Cluster for Streaming, Transactions and Interactice Analytics. CIDR Barzan Mozafari, Jags Ramnarayan, Sudhir Menon, Yogesh Mahajan, Soubhik Chakraborty, Hemant Bhanawat, Kishor Bachhav
2017	A	`conf`	Statistical Analysis of Latency Through Semantic Profiling. EuroSys Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch
2016	—	`conf`	DBSherlock: A Performance Diagnostic Tool for Transactional Databases. SIGMOD Conference Dong Young Yoon, Ning Niu, Barzan Mozafari
2016	—	`ch.`	Extending Relational Query Languages for Data Streams. Data Stream Management Nikolay Laptev, Barzan Mozafari, Hamid Mousavi, Hetal Thakkar, Haixun Wang, Kai Zeng, Carlo Zaniolo
2016	J	`jnl`	Identifying the Major Sources of Variance in Transaction Latencies: Towards More Predictable Databases. CoRR Jiamin Huang, Barzan Mozafari, Thomas F. Wenisch
2016	—	`conf`	SnappyData: A Hybrid Transactional Analytical Store Built On Spark. SIGMOD Conference Jags Ramnarayan, Barzan Mozafari, Sumedh Wale, Sudhir Menon, Neeraj Kumar, Hemant Bhanawat, Soubhik Chakraborty, Yogesh Mahajan, Rishitesh Mishra, Kishor Bachhav
2016	A*	`conf`	Visualization-aware sampling for very large databases. ICDE Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
2015	J	`jnl`	A Handbook for Building an Approximate Query Engine. IEEE Data Eng. Bull. Barzan Mozafari, Ning Niu
2015	—	`conf`	CliffGuard: A Principled Framework for Finding Robust Database Designs. SIGMOD Conference Barzan Mozafari, Eugene Zhen Ye Goh, Dong Young Yoon
2015	J	`jnl`	DBSeer: Pain-free Database Administration through Workload Intelligence. Proc. VLDB Endow. Dong Young Yoon, Barzan Mozafari, Douglas P. Brown
2015	J	`jnl`	Neighbor-Sensitive Hashing. Proc. VLDB Endow. Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
2015	A	`conf`	Verdict: A System for Stochastic Query Planning. CIDR Barzan Mozafari
2015	J	`jnl`	Visualization-Aware Sampling for Very Large Databases. CoRR Yongjoo Park, Michael J. Cafarella, Barzan Mozafari
2014	—	`conf`	ABS: a system for scalable approximate queries with accuracy guarantees. SIGMOD Conference Kai Zeng, Shi Gao, Jiaqi Gu, Barzan Mozafari, Carlo Zaniolo
2014	—	`conf`	Knowing when you're wrong: building fast and reliable approximate query processing systems. SIGMOD Conference Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael I. Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica
2014	J	`jnl`	Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning. Proc. VLDB Endow. Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden
2014	—	`conf`	The analytical bootstrap: a new method for fast error estimation in approximate query processing. SIGMOD Conference Kai Zeng, Shi Gao, Barzan Mozafari, Carlo Zaniolo
2013	A	`conf`	BlinkDB: queries with bounded errors and bounded response times on very large data. EuroSys Sameer Agarwal, Barzan Mozafari, Aurojit Panda, Henry Milner, Samuel Madden, Ion Stoica
2013	A*	`conf`	Complex pattern matching in complex structures: The XSeq approach. ICDE Kai Zeng, Mohan Yang, Barzan Mozafari, Carlo Zaniolo
2013	A	`conf`	DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud. CIDR Barzan Mozafari, Carlo Curino, Samuel Madden
2013	J	`jnl`	High-performance complex event processing over hierarchical data. ACM Trans. Database Syst. Barzan Mozafari, Kai Zeng, Loris D'Antoni, Carlo Zaniolo
2013	—	`conf`	Performance and resource modeling in highly-concurrent OLTP workloads. SIGMOD Conference Barzan Mozafari, Carlo Curino, Alekh Jindal, Samuel Madden
2012	J	`jnl`	Active Learning for Crowd-Sourced Databases CoRR Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden
2012	J	`jnl`	Blink and It's Done: Interactive Queries on Very Large Data. Proc. VLDB Endow. Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Anand P. Iyer, Samuel Madden, Ion Stoica
2012	J	`jnl`	BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data CoRR Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Samuel Madden, Ion Stoica
2012	—	`conf`	High-performance complex event processing over XML streams. SIGMOD Conference Barzan Mozafari, Kai Zeng, Carlo Zaniolo
2011	A*	`conf`	SMM: A data stream management system for knowledge discovery. ICDE Hetal Thakkar, Nikolay Laptev, Hamid Mousavi, Barzan Mozafari, Vincenzo Russo, Carlo Zaniolo
2010	J	`jnl`	From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences. Proc. VLDB Endow. Barzan Mozafari, Kai Zeng, Carlo Zaniolo
2010	—	`conf`	K*SQL: a unifying engine for sequence patterns and XML. SIGMOD Conference Barzan Mozafari, Kai Zeng, Carlo Zaniolo
2010	A*	`conf`	Optimal load shedding with aggregates and mining queries. ICDE Barzan Mozafari, Carlo Zaniolo
2009	J	`jnl`	Publishing Naive Bayesian Classifiers: Privacy without Accuracy Loss. Proc. VLDB Endow. Barzan Mozafari, Carlo Zaniolo
2009	—	`conf`	Sequential Pattern Mining from Trajectory Data. SEBD Elio Masciari, Barzan Mozafari
2008	—	`conf`	A Data Stream Mining System. ICDM Workshops Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo
2008	—	`conf`	Designing an inductive data stream management system: the stream mill experience. SSPS Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo
2008	A*	`conf`	Verifying and Mining Frequent Patterns from Large Windows over Data Streams. ICDE Barzan Mozafari, Hetal Thakkar, Carlo Zaniolo
2007	—	`conf`	An efficient recursive algorithm and an explicit formula for calculating update vectors of running walsh-hadamard transform. ISSPA Barzan Mozafari, Mohammad Hasan Savoji
2007	A	`conf`	On the Evolution of Wikipedia. ICWSM Rodrigo B. Almeida, Barzan Mozafari, Junghoo Cho
2006	—	`conf`	A new collision resistant hash function based on optimum dimensionality reduction using Walsh-Hadamard transform. ICIT Barzan Mozafari, Mohammad Hasan Savoji