Rathijit Sen

According to our database, Rathijit Sen authored at least 47 papers between 2007 and 2023.

Collaborative distances:

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

2023

GPU Database Systems Characterization and Optimization.

Jiashen Cao, Rathijit Sen, Matteo Interlandi, Joy Arulraj, Hyesoon Kim

Proc. VLDB Endow., November, 2023

Optimizing Data Pipelines for Machine Learning in Feature Stores.

Rui Liu, Kwanghyun Park, Fotis Psallidas, Xiaoyong Zhu, Jinghui Mo, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos, Yuanyuan Tian, Jesús Camacho-Rodríguez

Proc. VLDB Endow., 2023

JoinBoost: Grow Trees Over Normalized Data Using Only SQL.

Zezhou Huang, Rathijit Sen, Jiaxiang Liu, Eugene Wu

Proc. VLDB Endow., 2023

Runtime Variation in Big Data Analytics.

Yiwen Zhu, Rathijit Sen, Robert Horton, John Mark Agosta

Proc. ACM Manag. Data, 2023

Revisiting Query Performance in GPU Database Systems.

Jiashen Cao, Rathijit Sen, Matteo Interlandi, Joy Arulraj, Hyesoon Kim

CoRR, 2023

Towards Building Autonomous Data Services on Azure.

Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon, Subru Krishnan, Ankita Agarwal, Rana Alotaibi, Jesús Camacho-Rodríguez, Bibin Chundatt, Andrew Chung, Niharika Dutta, Andrew Fogarty, Anja Gruenheid, Brandon Haynes, Matteo Interlandi, Minu Iyer, Nick Jurgens, Sumeet Khushalani, Brian Kroth, Manoj Kumar, Jyoti Leeka, Sergiy Matusevych, Minni Mittal, Andreas Müller, Kartheek Muthyala, Harsha Nagulapalli, Yoonjae Park, Hiren Patel, Anna Pavlenko, Olga Poppe, Santhosh Ravindran, Karla Saur, Rathijit Sen, Steve Suh, Arijit Tarafdar, Kunal Waghray, Demin Wang, Carlo Curino, Raghu Ramakrishnan

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

Predictive Price-Performance Optimization for Serverless Query Processing.

Rathijit Sen, Abhishek Roy, Alekh Jindal

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Microarchitectural Analysis of Graph BI Queries on RDBMS.

Rathijit Sen, Yuanyuan Tian

Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023

Random Forests over normalized data in CPU-GPU DBMSes.

Zezhou Huang, Pavan Kalyan Damalapati, Rathijit Sen, Eugene Wu

Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023

Query Processing on Gaming Consoles.

Wei Cui, Qianxi Zhang, Spyros Blanas, Jesús Camacho-Rodríguez, Brandon Haynes, Yinan Li, Ravi Ramamurthy, Peng Cheng, Rathijit Sen, Matteo Interlandi

Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023

The Tensor Data Platform: Towards an AI-centric Database System.

Apurva Gandhi, Yuki Asada, Victor Fu, Advitya Gemawat, Lihao Zhang, Rathijit Sen, Carlo Curino, Jesús Camacho-Rodríguez, Matteo Interlandi

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022

Query Processing on Tensor Computation Runtimes.

Dong He, Supun Chathuranga Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi

Proc. VLDB Endow., 2022

Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem.

Yuki Asada, Victor Fu, Apurva Gandhi, Advitya Gemawat, Lihao Zhang, Vivek Gupta, Ehi Nosakhare, Dalitso Banda, Rathijit Sen, Matteo Interlandi

Proc. VLDB Endow., 2022

Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem.

Yuki Asada, Victor Fu, Apurva Gandhi, Advitya Gemawat, Lihao Zhang, Dong He, Vivek Gupta, Ehi Nosakhare, Dalitso Banda, Rathijit Sen, Matteo Interlandi

CoRR, 2022

End-to-end Optimization of Machine Learning Prediction Queries.

Kwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Calipers: a criticality-aware framework for modeling processor performance.

Hossein Golestani, Rathijit Sen, Vinson Young, Gagan Gupta

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

NyxCache: Flexible and Efficient Multi-tenant Persistent Memory Caching.

Kan Wu, Kaiwei Tu, Yuvraj Patel, Rathijit Sen, Kwanghyun Park, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 20th USENIX Conference on File and Storage Technologies, 2022

Towards Optimal Resource Allocation for Big Data Analytics.

Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal

Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021

AutoExecutor: Predictive Parallelism for Spark SQL Queries.

Rathijit Sen, Abhishek Roy, Alekh Jindal, Rui Fang, Jeff Zheng, Xiaolei Liu, Ruiping Li

Proc. VLDB Endow., 2021

Predictive Price-Performance Optimization for Serverless Query Processing.

Rathijit Sen, Abhishek Roy, Alekh Jindal

CoRR, 2021

Optimal Resource Allocation for Serverless Queries.

Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen

CoRR, 2021

Performance Characterization of .NET Benchmarks.

Aniket Anand Deshmukh, Ruihao Li, Rathijit Sen, Robert R. Henry, Monica Beckwith, Gagan Gupta

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Hardware Acceleration for DBMS Machine Learning Scoring: Is It Worth the Overheads?

Zahra Azad, Rathijit Sen, Kwanghyun Park, Ajay Joshi

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Microlearner: A fine-grained Learning Optimizer for Big Data Workloads at Microsoft.

Alekh Jindal, Shi Qiao, Rathijit Sen, Hiren Patel

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

FPGA for Aggregate Processing: The Good, The Bad, and The Ugly.

Zubeyr F. Eryilmaz, Aarati Kakaraparthy, Jignesh M. Patel, Rathijit Sen, Kwanghyun Park

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

The Storage Hierarchy is Not a Hierarchy: Optimizing Caching on Modern Storage Devices with Orthus.

Kan Wu, Zhihan Guo, Guanzhou Hu, Kaiwei Tu, Ramnatthan Alagappan, Rathijit Sen, Kwanghyun Park, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

2020

AutoToken: Predicting Peak Parallelism for Big Data Analytics at Microsoft.

Rathijit Sen, Alekh Jindal, Hiren Patel, Shi Qiao

Proc. VLDB Endow., 2020

A Comparative Exploration of ML Techniques for Tuning Query Degree of Parallelism.

Zhiwei Fan, Rathijit Sen, Paraschos Koutris, Aws Albarghouthi

CoRR, 2020

Automated tuning of query degree of parallelism via machine learning.

Zhiwei Fan, Rathijit Sen, Paraschos Koutris, Aws Albarghouthi

Proceedings of the Third International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2020

Lessons learned from the early performance evaluation of Intel optane DC persistent memory in DBMS.

Yinjun Wu, Kwanghyun Park, Rathijit Sen, Brian Kroth, Jaeyoung Do

Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020

Extending Relational Query Processing with ML Inference.

Konstantinos Karanasos, Matteo Interlandi, Fotis Psallidas, Rathijit Sen, Kwanghyun Park, Ivan Popivanov, Doris Xin, Supun Nakandala, Subru Krishnan, Markus Weimer, Yuan Yu, Raghu Ramakrishnan, Carlo Curino

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

Cloudy with high chance of DBMS: a 10-year prediction for Enterprise-Grade ML.

Ashvin Agrawal, Rony Chatterjee, Carlo Curino, Avrilia Floratou, Neha Godwal, Matteo Interlandi, Alekh Jindal, Konstantinos Karanasos, Subru Krishnan, Brian Kroth, Jyoti Leeka, Kwanghyun Park, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Performance Modeling and Bottleneck Analysis of EDGE Processors Using Dependence Graphs.

Hossein Golestani, Gagan Gupta, Rathijit Sen

IEEE Comput. Archit. Lett., 2019

Exploiting Intel Optane SSD for Microsoft SQL Server.

Kan Wu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Rathijit Sen, Kwanghyun Park

Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019

Peregrine: Workload Optimization for Cloud Query Engines.

Alekh Jindal, Hiren Patel, Abhishek Roy, Shi Qiao, Zhicheng Yin, Rathijit Sen, Subru Krishnan

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018

Characterizing Resource Sensitivity of Database Workloads.

Rathijit Sen, Karthik Ramachandra

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

2017

Pareto Governors for Energy-Optimal Computing.

Rathijit Sen, David A. Wood

ACM Trans. Archit. Code Optim., 2017

ROSA: R Optimizations with Static Analysis.

Rathijit Sen, Jianqiao Zhu, Jignesh M. Patel, Somesh Jha

CoRR, 2017

Energy-Proportional Computing: A New Definition.

Rathijit Sen, David A. Wood

Computer, 2017

Frequency governors for cloud database OLTP workloads.

Rathijit Sen, Alan Halverson

Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

2016

GPGPU Footprint Models to Estimate per-Core Power.

Rathijit Sen, David A. Wood

IEEE Comput. Archit. Lett., 2016

2013

Reuse-based online models for caches.

Rathijit Sen, David A. Wood

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2013

2011

The gem5 simulator.

Nathan L. Binkert, Bradford M. Beckmann, Gabriel Black, Steven K. Reinhardt, Ali G. Saidi, Arkaprava Basu, Joel Hestness, Derek Hower, Tushar Krishna, Somayeh Sardashti, Rathijit Sen, Korey Sewell, Muhammad Shoaib Bin Altaf, Nilay Vaish, Mark D. Hill, David A. Wood

SIGARCH Comput. Archit. News, 2011

2009

Sound and Efficient WCET Analysis in the Presence of Timing Anomalies.

Jan Reineke, Rathijit Sen

Proceedings of the 9th Intl. Workshop on Worst-Case Execution Time Analysis, 2009

Cooperative crug isolation.

Aditya V. Thakur, Rathijit Sen, Ben Liblit, Shan Lu

Proceedings of the International Workshop on Dynamic Analysis: held in conjunction with the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2009), 2009

2007

Executable Analysis using Abstract Interpretation with Circular Linear Progressions.

Rathijit Sen, Y. N. Srikant

Proceedings of the 5th ACM & IEEE International Conference on Formal Methods and Models for Co-Design (MEMOCODE 2007), May 30, 2007

WCET estimation for executables in the presence of data caches.

Rathijit Sen, Y. N. Srikant

Proceedings of the 7th ACM & IEEE International conference on Embedded software, 2007