Hiren Patel

51 papers A* 2A 3B 3Journal 27Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multitask Sentiment Analysis and Topic Classification Using BERT.
EAI Endorsed Trans. Scalable Inf. Syst.
Parita Shah, Hiren Patel, Priya Swaminarayan
2025 A conf
ParRP: Enabling Space Isolation in Caches with Shared Data.
RTAS
Xinzhe Wang, Rodolfo Pellizzoni, Hiren Patel
2024 — conf
Comparative Analysis of Cloud Platform: Amazon Web Service, Microsoft Azure, And Google Cloud Provider: A Review.
ICCCNT
Riya Gohil, Hiren Patel
2024 — conf
From Diagnostic CT to DTI Tractography Labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage.
SWITCH/ISLES@MICCAI
Olivia N. Murray, Hamied A. Haroon, Paul Ryu, Hiren Patel, Geroge Harston, Marieke Wermer, Wilmar Jolink, Daniel Hanley, Catharina Klijn, Ulrike Hammerbeck, Adrian Parry-Jones, Timothy Cootes
2024 J jnl
From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage.
CoRR
Olivia N. Murray, Hamied A. Haroon, Paul Ryu, Hiren Patel, George Harston, Marieke Wermer, Wilmar Jolink, Daniel Hanley, Catharina Klijn, Ulrike Hammerbeck, Adrian Parry-Jones, Timothy Cootes
2024 J jnl
Risk Measures for Public Healthcare Service Quality Scale: An Evaluation of Collective and Independent (Urban and Rural) Decision Models Using Fuzzy AHP Methodology.
IEEE Access
Rupal Khambhati, Hiren Patel, Karishma M. Qureshi, Abderrazak Laghouag, Mohammad M. Alqahtani, Mohamed Rafik N. Qureshi
2024 J jnl
Towards Building Autonomous Data Services on Azure.
CoRR
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
2023 — conf
Towards Building Autonomous Data Services on Azure.
SIGMOD Conference Companion
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
2022 A* conf
Deep Drifting: Autonomous Drifting of Arbitrary Trajectories using Deep Reinforcement Learning.
ICRA
Fabian Domberg, Carlos Castelar Wembers, Hiren Patel, Georg Schildbach
2022 — conf
Deploying a Steered Query Optimizer in Production at Microsoft.
SIGMOD Conference
Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc T. Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal
2022 J jnl
Deploying a Steered Query Optimizer in Production at Microsoft.
CoRR
Wangda Zhang, Matteo Interlandi, Paul Mineiro, Shi Qiao, Nasim Ghazanfari, Karlen Lie, Marc T. Friedman, Rafah Hosn, Hiren Patel, Alekh Jindal
2022 J jnl
Pipemizer: An Optimizer for Analytics Data Pipelines.
Proc. VLDB Endow.
Sunny Gakhar, Joyce Cahoon, Wangchao Le, Xiangnan Li, Kaushik Ravichandran, Hiren Patel, Marc T. Friedman, Brandon Haynes, Shi Qiao, Alekh Jindal, Jyoti Leeka
2021 A conf
Magpie: Python at Speed and Scale using Cloud Backends.
CIDR
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
2021 A* conf
Microlearner: A fine-grained Learning Optimizer for Big Data Workloads at Microsoft.
ICDE
Alekh Jindal, Shi Qiao, Rathijit Sen, Hiren Patel
2021 J jnl
Optimal Resource Allocation for Serverless Queries.
CoRR
Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen
2021 J jnl
PerfGuard: Deploying ML-for-Systems without Performance Regressions, Almost!
Proc. VLDB Endow.
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
2021 J jnl
Phoebe: A Learning-based Checkpoint Optimizer.
CoRR
Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal
2021 J jnl
Phoebe: A Learning-based Checkpoint Optimizer.
Proc. VLDB Endow.
Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal
2021 B conf
Production Experiences from Computation Reuse at Microsoft.
EDBT
Alekh Jindal, Shi Qiao, Hiren Patel, Abhishek Roy, Jyoti Leeka, Brandon Haynes
2021 J jnl
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward.
Proc. VLDB Endow.
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
2020 J jnl
AutoToken: Predicting Peak Parallelism for Big Data Analytics at Microsoft.
Proc. VLDB Endow.
Rathijit Sen, Alekh Jindal, Hiren Patel, Shi Qiao
2020 A conf
Cloudy with high chance of DBMS: a 10-year prediction for Enterprise-Grade ML.
CIDR
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
2020 — conf
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings.
SIGMOD Conference
Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le
2020 J jnl
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings.
CoRR
Tarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le
2020 J jnl
Energy efficient strategy for placement of virtual machines selected from underloaded servers in compute Cloud.
J. King Saud Univ. Comput. Inf. Sci.
Nimisha Patel, Hiren Patel
2020 J jnl
Multi-objective optimization oriented policy for performance and energy efficient resource allocation in Cloud environment.
J. King Saud Univ. Comput. Inf. Sci.
Bela Shrimali, Hiren Patel
2020 — conf
ROM integrated vibration control of stochastically parametered flexible structures.
SICE
Hiren Patel, Rahul Kumar, Shaikh Faruque Ali
2020 — conf
Towards Plan-aware Resource Allocation in Serverless Query Processing.
HotCloud
Malay Bag, Alekh Jindal, Hiren Patel
2019 — conf
Big Data Processing at Microsoft: Hyper Scale, Massive Complexity, and Minimal Cost.
SoCC
Hiren Patel, Alekh Jindal, Clemens A. Szyperski
2019 J jnl
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML.
CoRR
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
2019 J jnl
Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in Scope.
Proc. VLDB Endow.
Shi Qiao, Adrian Nicoara, Jin Sun, Marc T. Friedman, Hiren Patel, Jaliya Ekanayake
2019 — conf
Peregrine: Workload Optimization for Cloud Query Engines.
SoCC
Alekh Jindal, Hiren Patel, Abhishek Roy, Shi Qiao, Zhicheng Yin, Rathijit Sen, Subru Krishnan
2019 J jnl
SparkCruise: Handsfree Computation Reuse in Spark.
Proc. VLDB Endow.
Abhishek Roy, Alekh Jindal, Hiren Patel, Ashit Gosalia, Subru Krishnan, Carlo Curino
2018 J jnl
An Approach for Detection of Overloaded Host to Consolidate Workload in Cloud Datacenter.
Int. J. Grid High Perform. Comput.
Nimisha Patel, Hiren Patel
2018 — conf
Computation Reuse in Analytics Job Service at Microsoft.
SIGMOD Conference
Alekh Jindal, Shi Qiao, Hiren Patel, Zhicheng Yin, Jieming Di, Malay Bag, Marc T. Friedman, Yifung Lin, Konstantinos Karanasos, Sriram Rao
2018 J jnl
Energy Efficient Resource Allocation During Initial Mapping of Virtual Machines to Servers in Cloud Datacenters.
Int. J. Distributed Syst. Technol.
Nimisha Patel, Hiren Patel
2018 B conf
Exploring the Potential of NAO Robot as an Interviewer.
HAI
Muneeb Imtiaz Ahmad, Omar Mubin, Hiren Patel
2018 J jnl
Selecting Subexpressions to Materialize at Datacenter Scale.
Proc. VLDB Endow.
Alekh Jindal, Konstantinos Karanasos, Sriram Rao, Hiren Patel
2018 J jnl
Towards a Learning Optimizer for Shared Clouds.
Proc. VLDB Endow.
Chenggang Wu, Alekh Jindal, Saeed Amizadeh, Hiren Patel, Wangchao Le, Shi Qiao, Sriram Rao
2017 B conf
An Image Based Non-verbal Behaviour Analysis of HRI.
ICSR
Omar Mubin, Hiren Patel, Aila Khan, Mohammad Obaid
2016 — conf
A Survey on IoT Privacy Issues and Mitigation Techniques.
ICTCS
Birju Tank, Hardik Upadhyay, Hiren Patel
2016 — conf
Efficient Resource Allocation Strategy to Improve Energy Consumption in Cloud Data Centers.
ICTCS
Khyati Patel, Nimisha Patel, Hiren Patel
2016 — conf
Usage of Hybrid Mechanisms to Reduce Energy Consumption while Preserving Green SLA in Cloud Environment.
ICTCS
Mili Patel, Hiren Patel, Nimisha Patel
2015 — conf
Non-parametric feature generation for RF-fingerprinting on ZigBee devices.
CISDA
Hiren Patel
2015 — conf
Performance Based Energy Efficient Techniques For VM Allocation In Cloud Environment.
WCI
Bela Shrimali, Hiren Patel
2013 J jnl
A survey of intrusion detection techniques in Cloud.
J. Netw. Comput. Appl.
Chirag Modi, Dhiren R. Patel, Bhavesh Borisaniya, Hiren Patel, Avi Patel, Muttukrishnan Rajarajan
2012 — conf
Incorporating Honeypot for Intrusion Detection in Cloud Infrastructure.
IFIPTM
Bhavesh Borisaniya, Avi Patel, Dhiren R. Patel, Hiren Patel
2008 J jnl
Maximum Power Point Tracking Scheme for PV Systems Operating Under Partially Shaded Conditions.
IEEE Trans. Ind. Electron.
Hiren Patel, Vivek Agarwal
2003 J jnl
2HAPI: A Microarray Data Analysis System.
Bioinform.
J. Lynn Fink, Scott Drewes, Hiren Patel, John B. Welsh, Daniel R. Masys, Jacques Corbeil, Michael Gribskov
2002 J jnl
Structure-Based Classification of Antibacterial Activity.
J. Chem. Inf. Comput. Sci.
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
2001 J jnl
A Novel Index for the Description of Molecular Linearity.
J. Chem. Inf. Comput. Sci.
Hiren Patel, Mark T. D. Cronin