SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
2024 Symposium on Operating Systems Principles | November 2024
Kaushik Rajan
Principal Researcher
论文与出版物
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Welding Natural Language Queries to Analytics IRs with LLMs
Kaushik Rajan, Aseem Rastogi, Akash Lal, Sampath Rajendra, Krithika Subramanian, Krut Patel
(To appear in) International Conference on Innovative Data Systems | January 2024
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Treebeard: An Optimizing Compiler for Decision Tree Based ML Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
IEEE/ACM International Symposium on Microarchitecture (MICRO) | October 2022
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New Query Optimization Techniques in the Spark Engine of Azure Synapse
Abhishek Modi, Kaushik Rajan, Srinivas Thimmaiah, Prakhar Jain, Swinky Mann, Ayushi Agarwal, Ajith Shetty, Shahid K I, Ashit Gosalia, Partho Sarthi
VLDB 2022 | September 2022
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Generalized Sub-Query Fusion for Eliminating Redundant I/O from Big-Data Queries
Partho Sarthi, Kaushik Rajan, Akash Lal, Abhishek Modi, Prakhar Jain, Mo Liu, Ashit Gosalia, Saurabh Kalikar
Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
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Incorporating Super-Operators in Big-Data Query Optimizers
Kaushik Rajan, Jyoti Leeka
International Conference on Very Large Databases (VLDB) | September 2020
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INSTalytics: Cluster Filesystem Co-design for Big-data Analytics
Muthian Sivathanu, Midhul Vuppalapati, Bhargav Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia
ACM Transactions on Storage | February 2020, 第 15 卷(4): pp. 1-30
Invited Paper: USENIX FAST 2019 Special Section
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Optimizing Big-Data Queries Using Program Synthesis
Kaushik Rajan, Akash Lal, Matthias Schlaipfer (TU Wien), Malavika Samak (MIT)
ACM Symposium on Operating Systems Principles | October 2017
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PerfOrator: Eloquent Performance Models for Resource Optimization
Dharmesh Kakadia, Kaushik Rajan, Carlo Curino, Subru Krishnan
ACM Symposium on Cloud Computing 2016 (SoCC'16) | October 2016
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Asynchronous Resilient Linearizability
Sagar Chordia, Sriram Rajamani, Kaushik Rajan, G. Ramalingam, Kapil Vaswani
MSR-TR-2013-71 | July 2013
International Symposium on Distributed Computing (DISC)
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Migration to the Cloud Made Safe and Secure
Ken Eguro, Kaushik Rajan, Ravi Ramamurthy, Kapil Vaswani, Ramarathnam Venkatesan
Off the Beaten Track (OBT) Workshop | January 2013
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Generalized Lattice Agreement
Jose Faleiro, Sriram Rajamani, Kaushik Rajan, G. Ramalingam, Kapil Vaswani
Principles of Distributed Computing (PODC) | July 2012
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ALTER: Exploiting Breakable Dependences for Parallelization
Kaushik Rajan, Bill Thies,
Proceedings of Programming Language Design and Implementation (PLDI 2011) | June 2011
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GUESSTIMATE: A Programming Model for Collaborative Distributed Systems
Kaushik Rajan, Sriram Rajamani, Shashank Yaduvanshi
Proceedings of Programming Language Design and Implementation (PLDI 2010) | June 2010
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SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
2024 Symposium on Operating Systems Principles | November 2024
-
Welding Natural Language Queries to Analytics IRs with LLMs
Kaushik Rajan, Aseem Rastogi, Akash Lal, Sampath Rajendra, Krithika Subramanian, Krut Patel
(To appear in) International Conference on Innovative Data Systems | January 2024
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Treebeard: An Optimizing Compiler for Decision Tree Based ML Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
IEEE/ACM International Symposium on Microarchitecture (MICRO) | October 2022
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New Query Optimization Techniques in the Spark Engine of Azure Synapse
Abhishek Modi, Kaushik Rajan, Srinivas Thimmaiah, Prakhar Jain, Swinky Mann, Ayushi Agarwal, Ajith Shetty, Shahid K I, Ashit Gosalia, Partho Sarthi
VLDB 2022 | September 2022
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Generalized Sub-Query Fusion for Eliminating Redundant I/O from Big-Data Queries
Partho Sarthi, Kaushik Rajan, Akash Lal, Abhishek Modi, Prakhar Jain, Mo Liu, Ashit Gosalia, Saurabh Kalikar
Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
-
Incorporating Super-Operators in Big-Data Query Optimizers
Kaushik Rajan, Jyoti Leeka
International Conference on Very Large Databases (VLDB) | September 2020
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Optimizing Big-Data Queries Using Program Synthesis
Kaushik Rajan, Akash Lal, Matthias Schlaipfer (TU Wien), Malavika Samak (MIT)
ACM Symposium on Operating Systems Principles | October 2017
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SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
2024 Symposium on Operating Systems Principles | November 2024
-
Optimizing Big-Data Queries Using Program Synthesis
Kaushik Rajan, Akash Lal, Matthias Schlaipfer (TU Wien), Malavika Samak (MIT)
ACM Symposium on Operating Systems Principles | October 2017
-
Asynchronous Resilient Linearizability
Sagar Chordia, Sriram Rajamani, Kaushik Rajan, G. Ramalingam, Kapil Vaswani
MSR-TR-2013-71 | July 2013
International Symposium on Distributed Computing (DISC)
-
Generalized Lattice Agreement
Jose Faleiro, Sriram Rajamani, Kaushik Rajan, G. Ramalingam, Kapil Vaswani
Principles of Distributed Computing (PODC) | July 2012
-
ALTER: Exploiting Breakable Dependences for Parallelization
Kaushik Rajan, Bill Thies,
Proceedings of Programming Language Design and Implementation (PLDI 2011) | June 2011
-
GUESSTIMATE: A Programming Model for Collaborative Distributed Systems
Kaushik Rajan, Sriram Rajamani, Shashank Yaduvanshi
Proceedings of Programming Language Design and Implementation (PLDI 2010) | June 2010
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-
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SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
2024 Symposium on Operating Systems Principles | November 2024
-
Generalized Sub-Query Fusion for Eliminating Redundant I/O from Big-Data Queries
Partho Sarthi, Kaushik Rajan, Akash Lal, Abhishek Modi, Prakhar Jain, Mo Liu, Ashit Gosalia, Saurabh Kalikar
Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
-
Incorporating Super-Operators in Big-Data Query Optimizers
Kaushik Rajan, Jyoti Leeka
International Conference on Very Large Databases (VLDB) | September 2020
-
INSTalytics: Cluster Filesystem Co-design for Big-data Analytics
Muthian Sivathanu, Midhul Vuppalapati, Bhargav Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia
ACM Transactions on Storage | February 2020, 第 15 卷(4): pp. 1-30
Invited Paper: USENIX FAST 2019 Special Section
-
Optimizing Big-Data Queries Using Program Synthesis
Kaushik Rajan, Akash Lal, Matthias Schlaipfer (TU Wien), Malavika Samak (MIT)
ACM Symposium on Operating Systems Principles | October 2017
-
PerfOrator: Eloquent Performance Models for Resource Optimization
Dharmesh Kakadia, Kaushik Rajan, Carlo Curino, Subru Krishnan
ACM Symposium on Cloud Computing 2016 (SoCC'16) | October 2016
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Migration to the Cloud Made Safe and Secure
Ken Eguro, Kaushik Rajan, Ravi Ramamurthy, Kapil Vaswani, Ramarathnam Venkatesan
Off the Beaten Track (OBT) Workshop | January 2013
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-
-
Migration to the Cloud Made Safe and Secure
Ken Eguro, Kaushik Rajan, Ravi Ramamurthy, Kapil Vaswani, Ramarathnam Venkatesan
Off the Beaten Track (OBT) Workshop | January 2013
-
-
-
SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
2024 Symposium on Operating Systems Principles | November 2024
-
Welding Natural Language Queries to Analytics IRs with LLMs
Kaushik Rajan, Aseem Rastogi, Akash Lal, Sampath Rajendra, Krithika Subramanian, Krut Patel
(To appear in) International Conference on Innovative Data Systems | January 2024
-
Treebeard: An Optimizing Compiler for Decision Tree Based ML Inference
Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula
IEEE/ACM International Symposium on Microarchitecture (MICRO) | October 2022
-
New Query Optimization Techniques in the Spark Engine of Azure Synapse
Abhishek Modi, Kaushik Rajan, Srinivas Thimmaiah, Prakhar Jain, Swinky Mann, Ayushi Agarwal, Ajith Shetty, Shahid K I, Ashit Gosalia, Partho Sarthi
VLDB 2022 | September 2022
-
Generalized Sub-Query Fusion for Eliminating Redundant I/O from Big-Data Queries
Partho Sarthi, Kaushik Rajan, Akash Lal, Abhishek Modi, Prakhar Jain, Mo Liu, Ashit Gosalia, Saurabh Kalikar
Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
-
Incorporating Super-Operators in Big-Data Query Optimizers
Kaushik Rajan, Jyoti Leeka
International Conference on Very Large Databases (VLDB) | September 2020
-
Optimizing Big-Data Queries Using Program Synthesis
Kaushik Rajan, Akash Lal, Matthias Schlaipfer (TU Wien), Malavika Samak (MIT)
ACM Symposium on Operating Systems Principles | October 2017
-
PerfOrator: Eloquent Performance Models for Resource Optimization
Dharmesh Kakadia, Kaushik Rajan, Carlo Curino, Subru Krishnan
ACM Symposium on Cloud Computing 2016 (SoCC'16) | October 2016
-
Migration to the Cloud Made Safe and Secure
Ken Eguro, Kaushik Rajan, Ravi Ramamurthy, Kapil Vaswani, Ramarathnam Venkatesan
Off the Beaten Track (OBT) Workshop | January 2013
-
Generalized Lattice Agreement
Jose Faleiro, Sriram Rajamani, Kaushik Rajan, G. Ramalingam, Kapil Vaswani
Principles of Distributed Computing (PODC) | July 2012
-
ALTER: Exploiting Breakable Dependences for Parallelization
Kaushik Rajan, Bill Thies,
Proceedings of Programming Language Design and Implementation (PLDI 2011) | June 2011
-
GUESSTIMATE: A Programming Model for Collaborative Distributed Systems
Kaushik Rajan, Sriram Rajamani, Shashank Yaduvanshi
Proceedings of Programming Language Design and Implementation (PLDI 2010) | June 2010
-
-
-
INSTalytics: Cluster Filesystem Co-design for Big-data Analytics
Muthian Sivathanu, Midhul Vuppalapati, Bhargav Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia
ACM Transactions on Storage | February 2020, 第 15 卷(4): pp. 1-30
Invited Paper: USENIX FAST 2019 Special Section
-
-
-
Asynchronous Resilient Linearizability
Sagar Chordia, Sriram Rajamani, Kaushik Rajan, G. Ramalingam, Kapil Vaswani
MSR-TR-2013-71 | July 2013
International Symposium on Distributed Computing (DISC)
-