Hiren Patel

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 43

Top Topics

Combinational Optimization

Energy Efficient

Resource Allocation

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

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
Towards Building Autonomous Data Services on Azure. CoRR (2024)
Zhuanhao Wu, Marat Bekmyrza, Nachiket Kapre, Hiren Patel
Ditty: Directory-based Cache Coherence for Multicore Safety-critical Systems. DATE (2023)
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 Mueller, 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
Towards Building Autonomous Data Services on Azure. SIGMOD Conference Companion (2023)
Sunny Gakhar, Joyce Cahoon, Wangchao Le, Xiangnan Li, Kaushik Ravichandran, Hiren Patel, Marc T. Friedman, Brandon Haynes, Shi Qiao, Alekh Jindal, Jyoti Leeka
Pipemizer: An Optimizer for Analytics Data Pipelines. Proc. VLDB Endow. 15 (12) (2022)
Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc T. Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal
Deploying a Steered Query Optimizer in Production at Microsoft. CoRR (2022)
Fabian Domberg, Carlos Castelar Wembers, Hiren Patel, Georg Schildbach
Deep Drifting: Autonomous Drifting of Arbitrary Trajectories using Deep Reinforcement Learning. ICRA (2022)
Srinirdheeshwar Kuttuva Prakash, Hiren Patel, Nachiket Kapre
Managing HBM Bandwidth on Multi-Die FPGAs with FPGA Overlay NoCs. FCCM (2022)
Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc T. Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal
Deploying a Steered Query Optimizer in Production at Microsoft. SIGMOD Conference (2022)
Alekh Jindal, Shi Qiao, Hiren Patel, Abhishek Roy, Jyoti Leeka, Brandon Haynes
Production Experiences from Computation Reuse at Microsoft. EDBT (2021)
Alekh Jindal, Shi Qiao, Rathijit Sen, Hiren Patel
Microlearner: A fine-grained Learning Optimizer for Big Data Workloads at Microsoft. ICDE (2021)
Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal
Phoebe: A Learning-based Checkpoint Optimizer. Proc. VLDB Endow. 14 (11) (2021)
Conor Power, Hiren Patel, Alekh Jindal, Jyoti Leeka, Bob Jenkins, Michael Rys, Ed Triou, Dexin Zhu, Lucky Katahanas, Chakrapani Bhat Talapady, Josh Rowe, Fan Zhang, Rich Draves, Ivan Santa, Amrish Kumar
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward. Proc. VLDB Endow. 14 (12) (2021)
Alekh Jindal, K. Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas Mueller, Wentao Wu, Hiren Patel
Magpie: Python at Speed and Scale using Cloud Backends. CIDR (2021)
H. M. Sajjad Hossain, Marc T. Friedman, Hiren Patel, Shi Qiao, Soundar Srinivasan, Markus Weimer, Remmelt Ammerlaan, Lucas Rosenblatt, Gilbert Antonius, Peter Orenberg, Vijay Ramani, Abhishek Roy, Irene Shaffer, Alekh Jindal
PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost! Proc. VLDB Endow. 14 (13) (2021)
Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal
Phoebe: A Learning-based Checkpoint Optimizer. CoRR (2021)
Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen
Optimal Resource Allocation for Serverless Queries. CoRR (2021)
Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings. CoRR (2020)
Malay Bag, Alekh Jindal, Hiren Patel
Towards Plan-aware Resource Allocation in Serverless Query Processing. HotCloud (2020)
Rathijit Sen, Alekh Jindal, Hiren Patel, Shi Qiao
AutoToken: Predicting Peak Parallelism for Big Data Analytics at Microsoft. Proc. VLDB Endow. 13 (12) (2020)
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
Cloudy with high chance of DBMS: a 10-year prediction for Enterprise-Grade ML. CIDR (2020)
Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings. SIGMOD Conference (2020)
Hiren Patel, Rahul Kumar, Shaikh Faruque Ali
ROM integrated vibration control of stochastically parametered flexible structures. SICE (2020)
Nimisha Patel, Hiren Patel
Energy efficient strategy for placement of virtual machines selected from underloaded servers in compute Cloud. J. King Saud Univ. Comput. Inf. Sci. 32 (6) (2020)
Bela Shrimali, Hiren Patel
Multi-objective optimization oriented policy for performance and energy efficient resource allocation in Cloud environment. J. King Saud Univ. Comput. Inf. Sci. 32 (7) (2020)
Shi Qiao, Adrian Nicoara, Jin Sun, Marc T. Friedman, Hiren Patel, Jaliya Ekanayake
Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in Scope. Proc. VLDB Endow. 12 (10) (2019)
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
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML. CoRR (2019)
Hiren Patel, Alekh Jindal, Clemens A. Szyperski
Big Data Processing at Microsoft: Hyper Scale, Massive Complexity, and Minimal Cost. SoCC (2019)
Alekh Jindal, Hiren Patel, Abhishek Roy, Shi Qiao, Zhicheng Yin, Rathijit Sen, Subru Krishnan
Peregrine: Workload Optimization for Cloud Query Engines. SoCC (2019)
Hiren Patel, Alekh Jindal, Clemens A. Szyperski
Big Data Processing at Microsoft: Hyper Scale, Massive Complexity, and Minimal Cost. SoCC (2019)
Hiren Patel, Alekh Jindal, Subru Krishnan, Rathijit Sen, Shi Qiao, Abhishek Roy, Zhicheng Yin
Peregrine: Workload Optimization for Cloud Query Engines. SoCC (2019)
Abhishek Roy, Alekh Jindal, Hiren Patel, Ashit Gosalia, Subru Krishnan, Carlo Curino
SparkCruise: Handsfree Computation Reuse in Spark. Proc. VLDB Endow. 12 (12) (2019)
Nimisha Patel, Hiren Patel
An Approach for Detection of Overloaded Host to Consolidate Workload in Cloud Datacenter. Int. J. Grid High Perform. Comput. 10 (2) (2018)
Alekh Jindal, Konstantinos Karanasos, Sriram Rao, Hiren Patel
Selecting Subexpressions to Materialize at Datacenter Scale. Proc. VLDB Endow. 11 (7) (2018)
Muneeb Imtiaz Ahmad, Omar Mubin, Hiren Patel
Exploring the Potential of NAO Robot as an Interviewer. HAI (2018)
Alekh Jindal, Shi Qiao, Hiren Patel, Zhicheng Yin, Jieming Di, Malay Bag, Marc T. Friedman, Yifung Lin, Konstantinos Karanasos, Sriram Rao
Computation Reuse in Analytics Job Service at Microsoft. SIGMOD Conference (2018)
Chenggang Wu, Alekh Jindal, Saeed Amizadeh, Hiren Patel, Wangchao Le, Shi Qiao, Sriram Rao
Towards a Learning Optimizer for Shared Clouds. Proc. VLDB Endow. 12 (3) (2018)
Nimisha Patel, Hiren Patel
Energy Efficient Resource Allocation During Initial Mapping of Virtual Machines to Servers in Cloud Datacenters. Int. J. Distributed Syst. Technol. 9 (1) (2018)
Omar Mubin, Hiren Patel, Aila Khan, Mohammad Obaid
An Image Based Non-verbal Behaviour Analysis of HRI. ICSR (2017)
Nachiket Kapre, Hiren Patel
Applying Models of Computation to OpenCL Pipes for FPGA Computing. IWOCL (2017)
Mili Patel, Hiren Patel, Nimisha Patel
Usage of Hybrid Mechanisms to Reduce Energy Consumption while Preserving Green SLA in Cloud Environment. ICTCS (2016)
Khyati Patel, Nimisha Patel, Hiren Patel
Efficient Resource Allocation Strategy to Improve Energy Consumption in Cloud Data Centers. ICTCS (2016)
Bela Shrimali, Hiren Patel
Performance Based Energy Efficient Techniques For VM Allocation In Cloud Environment. WCI (2015)
Hiren Patel
Non-parametric feature generation for RF-fingerprinting on ZigBee devices. CISDA (2015)
Chirag Modi, Dhiren R. Patel, Bhavesh Borisaniya, Hiren Patel, Avi Patel, Muttukrishnan Rajarajan
A survey of intrusion detection techniques in Cloud. J. Netw. Comput. Appl. 36 (1) (2013)
Bhavesh Borisaniya, Avi Patel, Dhiren R. Patel, Hiren Patel
Incorporating Honeypot for Intrusion Detection in Cloud Infrastructure. IFIPTM (2012)
Hiren Patel, Vivek Agarwal
Maximum Power Point Tracking Scheme for PV Systems Operating Under Partially Shaded Conditions. IEEE Trans. Ind. Electron. 55 (4) (2008)
J. Lynn Fink, Scott Drewes, Hiren Patel, John B. Welsh, Daniel R. Masys, Jacques Corbeil, Michael Gribskov
2HAPI: A Microarray Data Analysis System. Bioinform. 19 (11) (2003)
Mark T. D. Cronin, Aynur O. Aptula, John C. Dearden, Judith C. Duffy, Tatiana I. Netzeva, Hiren Patel, Philip H. Rowe, T. Wayne Schultz, Andrew P. Worth, Konstantinos Voutzoulidis, Gerrit Schüürmann
Structure-Based Classification of Antibacterial Activity. J. Chem. Inf. Comput. Sci. 42 (4) (2002)
Hiren Patel, Mark T. D. Cronin
A Novel Index for the Description of Molecular Linearity. J. Chem. Inf. Comput. Sci. 41 (5) (2001)