Hiren Patel

According to our database, Hiren Patel authored at least 42 papers between 2001 and 2024.

Collaborative distances:

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

2024

From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage.

Olivia N. Murray, Hamied Haroon, Paul Ryu, Hiren Patel, George Harston, Marieke Wermer, Wilmar Jolink, Daniel Hanley, Catharina Klijn, Ulrike Hammerbeck, Adrian Parry-Jones, Timothy Cootes

CoRR, 2024

Risk Measures for Public Healthcare Service Quality Scale: An Evaluation of Collective and Independent (Urban and Rural) Decision Models Using Fuzzy AHP Methodology.

Rupal Khambhati, Hiren Patel, Karishma M. Qureshi, Abderrazak Laghouag, Mohammad M. Alqahtani, Mohamed Rafik N. Qureshi

IEEE Access, 2024

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

2022

Pipemizer: An Optimizer for Analytics Data Pipelines.

Sunny Gakhar, Joyce Cahoon, Wangchao Le, Xiangnan Li, Kaushik Ravichandran, Hiren Patel, Marc T. Friedman, Brandon Haynes, Shi Qiao, Alekh Jindal, Jyoti Leeka

Proc. VLDB Endow., 2022

Deploying a Steered Query Optimizer in Production at Microsoft.

Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc T. Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal

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

Deep Drifting: Autonomous Drifting of Arbitrary Trajectories using Deep Reinforcement Learning.

Fabian Domberg, Carlos Castelar Wembers, Hiren Patel, Georg Schildbach

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021

Phoebe: A Learning-based Checkpoint Optimizer.

Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal

Proc. VLDB Endow., 2021

The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward.

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

Proc. VLDB Endow., 2021

PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost!

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

Proc. VLDB Endow., 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

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

Production Experiences from Computation Reuse at Microsoft.

Alekh Jindal, Shi Qiao, Hiren Patel, Abhishek Roy, Jyoti Leeka, Brandon Haynes

Proceedings of the 24th International Conference on Extending Database Technology, 2021

Magpie: Python at Speed and Scale using Cloud Backends.

Alekh Jindal, K. Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas Müller, Wentao Wu, Hiren Patel

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

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

Rathijit Sen, Alekh Jindal, Hiren Patel, Shi Qiao

Proc. VLDB Endow., 2020

Multi-objective optimization oriented policy for performance and energy efficient resource allocation in Cloud environment.

Bela Shrimali, Hiren Patel

J. King Saud Univ. Comput. Inf. Sci., 2020

Energy efficient strategy for placement of virtual machines selected from underloaded servers in compute Cloud.

Nimisha Patel, Hiren Patel

J. King Saud Univ. Comput. Inf. Sci., 2020

Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings.

Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le

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

ROM integrated vibration control of stochastically parametered flexible structures.

Hiren Patel, Rahul Kumar, Shaikh Faruque Ali

Proceedings of the 59th Annual Conference of the Society of Instrument and Control Engineers of Japan, 2020

Towards Plan-aware Resource Allocation in Serverless Query Processing.

Malay Bag, Alekh Jindal, Hiren Patel

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 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

SparkCruise: Handsfree Computation Reuse in Spark.

Abhishek Roy, Alekh Jindal, Hiren Patel, Ashit Gosalia, Subru Krishnan, Carlo Curino

Proc. VLDB Endow., 2019

Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in Scope.

Shi Qiao, Adrian Nicoara, Jin Sun, Marc T. Friedman, Hiren Patel, Jaliya Ekanayake

Proc. VLDB Endow., 2019

Big Data Processing at Microsoft: Hyper Scale, Massive Complexity, and Minimal Cost.

Hiren Patel, Alekh Jindal, Clemens A. Szyperski

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

Towards a Learning Optimizer for Shared Clouds.

Chenggang Wu, Alekh Jindal, Saeed Amizadeh, Hiren Patel, Wangchao Le, Shi Qiao, Sriram Rao

Proc. VLDB Endow., 2018

Selecting Subexpressions to Materialize at Datacenter Scale.

Alekh Jindal, Konstantinos Karanasos, Sriram Rao, Hiren Patel

Proc. VLDB Endow., 2018

An Approach for Detection of Overloaded Host to Consolidate Workload in Cloud Datacenter.

Nimisha Patel, Hiren Patel

Int. J. Grid High Perform. Comput., 2018

Energy Efficient Resource Allocation During Initial Mapping of Virtual Machines to Servers in Cloud Datacenters.

Nimisha Patel, Hiren Patel

Int. J. Distributed Syst. Technol., 2018

Computation Reuse in Analytics Job Service at Microsoft.

Alekh Jindal, Shi Qiao, Hiren Patel, Zhicheng Yin, Jieming Di, Malay Bag, Marc T. Friedman, Yifung Lin, Konstantinos Karanasos, Sriram Rao

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

Exploring the Potential of NAO Robot as an Interviewer.

Muneeb Imtiaz Ahmad, Omar Mubin, Hiren Patel

Proceedings of the 6th International Conference on Human-Agent Interaction, 2018

2017

An Image Based Non-verbal Behaviour Analysis of HRI.

Omar Mubin, Hiren Patel, Aila Khan, Mohammad Obaid

Proceedings of the Social Robotics - 9th International Conference, 2017

2016

A Survey on IoT Privacy Issues and Mitigation Techniques.

Birju Tank, Hardik Upadhyay, Hiren Patel

ICTCS, 2016

Usage of Hybrid Mechanisms to Reduce Energy Consumption while Preserving Green SLA in Cloud Environment.

Mili Patel, Hiren Patel, Nimisha Patel

ICTCS, 2016

Efficient Resource Allocation Strategy to Improve Energy Consumption in Cloud Data Centers.

Khyati Patel, Nimisha Patel, Hiren Patel

ICTCS, 2016

2015

Performance Based Energy Efficient Techniques For VM Allocation In Cloud Environment.

Bela Shrimali, Hiren Patel

Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015

Non-parametric feature generation for RF-fingerprinting on ZigBee devices.

Hiren Patel

Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015

2013

A survey of intrusion detection techniques in Cloud.

Chirag Modi, Dhiren R. Patel, Bhavesh Borisaniya, Hiren Patel, Avi Patel, Muttukrishnan Rajarajan

J. Netw. Comput. Appl., 2013

2012

Incorporating Honeypot for Intrusion Detection in Cloud Infrastructure.

Bhavesh Borisaniya, Avi Patel, Dhiren R. Patel, Hiren Patel

Proceedings of the Trust Management VI - 6th IFIP WG 11.11 International Conference, 2012

2008

Maximum Power Point Tracking Scheme for PV Systems Operating Under Partially Shaded Conditions.

Hiren Patel, Vivek Agarwal

IEEE Trans. Ind. Electron., 2008

2003

2HAPI: A Microarray Data Analysis System.

J. Lynn Fink, Scott Drewes, Hiren Patel, John B. Welsh, Daniel R. Masys, Jacques Corbeil, Michael Gribskov

Bioinform., 2003

2002

Structure-Based Classification of Antibacterial Activity.

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

J. Chem. Inf. Comput. Sci., 2002

2001

A Novel Index for the Description of Molecular Linearity.

Hiren Patel, Mark T. D. Cronin

J. Chem. Inf. Comput. Sci., 2001