Rekha Singhal - RankMe

108 papers A* 1A 4B 12C 2Misc 6Journal 19Unranked 63

Year	Rank	Type	Title / Venue / Authors
2026	Misc	`conf`	An FPGA-Based Secure and Privacy-Aware RISC-V SoC with a CNN Accelerator for Edge AI. VLSID Priyanshu Tyagi, Rhythm Patel, Sparsh Mittal, Rekha Singhal
2026	J	`jnl`	Capability-Priced Micro-Markets: A Micro-Economic Framework for the Agentic Web over HTTP 402. CoRR Ken Huang, Jerry Huang, Mahesh Lambe, Hammad Atta, Yasir Mehmood, Muhammad Zeeshan Baig, Muhammad Aziz Ul Haq, Nadeem Shahzad, Shailja Gupta, Rajesh Ranjan, Rekha Singhal
2025	Misc	`conf`	An SRAM-Based Multi-Operand Architecture Implementing Multi-Bit Boolean Functions Using in-Memory Periphery Computing. VLSID Dhayan Dhananjaya Senanayake, Priyanshu Tyagi, Sparsh Mittal, Rekha Singhal
2025	J	`jnl`	Beyond DNS: Unlocking the Internet of AI Agents via the NANDA Index and Verified AgentFacts. CoRR Ramesh Raskar, Pradyumna Chari, John Zinky, Mahesh Lambe, Jared James Grogan, Sichao Wang, Rajesh Ranjan, Rekha Singhal, Shailja Gupta, Robert Lincourt, Raghu Bala, Aditi Joshi, Abhishek Singh, Ayush Chopra, Dimitris Stripelis, Bhuwan B, Sumit Kumar, Maria Gorskikh
2025	B	`conf`	CADAEC: Content-Aware Deployment of AI Workloads in Edge-Cloud Ecosystem. ICPE Ratul Kishore Saha, Sparsh Mittal, Rekha Singhal, Manoj Nambiar
2025	—	`conf`	COQO: Cost-Optimal Query Orchestration Tool. ICPE (Companion) Kuldeep Singh, Ravi Kumar Singh, Shruti Kunde, Mayank Mishra, Rekha Singhal, Manoj Nambiar
2025	—	`conf`	ConsciousLLM: The Future of Intelligent Deployment of Self-aware Models. ICPE (Companion) Ravi Kumar Singh, Shruti Kunde, Mayank Mishra, Rekha Singhal, Manoj Nambiar
2025	—	`conf`	GenAI for bottleneck Detection in Cloud Architecture. ICPE (Companion) Sharod Roy Choudhury, Dheeraj Chahal, Chetan Phalak, Manju Ramesh, Rekha Singhal
2025	J	`jnl`	L2GNet: Optimal Local-to-Global Representation of Anatomical Structures for Generalized Medical Image Segmentation. CoRR Vandan Gorade, Sparsh Mittal, Neethi Dasu, Rekha Singhal, KC Santosh, Debesh Jha
2025	A*	`conf`	MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion. ICLR Onkar Kishor Susladkar, Jishu Sen Gupta, Chirag Sehgal, Sparsh Mittal, Rekha Singhal
2025	—	`conf`	RAGs to Riches: Cost-efficient Complex Query Orchestration. ICPE (Companion) Ravi Kumar Singh, Kuldeep Singh, Shruti Kunde, Mayank Mishra, Rekha Singhal, Manoj Nambiar
2025	—	`conf`	RAGuru: A Tool to Create and Automatically Deploy Workload Optimized RAG. ICPE (Companion) Archisman Bhowmick, Rishikesh S, Ashay Taksande, Kuldeep Singh, Mayank Mishra, Rekha Singhal
2025	J	`jnl`	The Trust Fabric: Decentralized Interoperability and Economic Coordination for the Agentic Web. CoRR Sree Bhargavi Balija, Rekha Singhal, Ramesh Raskar, Erfan Darzi, Raghu Bala, Thomas Hardjono, Ken Huang
2025	J	`jnl`	Using the NANDA Index Architecture in Practice: An Enterprise Perspective. CoRR Sichao Wang, Ramesh Raskar, Mahesh Lambe, Pradyumna Chari, Rekha Singhal, Shailja Gupta, Rajesh Ranjan, Ken Huang
2024	Misc	`conf`	CAR-LLM: Cloud Accelerator Recommender for Large Language Models. HiPC Ashwin Krishnan, Venkatesh Pasumarti, Samarth Inamdar, Arghyajoy Mondal, Manoj Nambiar, Rekha Singhal
2024	—	`conf`	Ellora: Exploring Low-Power OFDM-based Radar Processors using Approximate Computing. LASCAS Rajat Bhattacharjya, Alish Kanani, Achanna Anil Kumar, Manoj Nambiar, M. Girish Chandra, Rekha Singhal
2024	—	`conf`	Harmonized Spatial and Spectral Learning for Generalized Medical Image Segmentation. ICPR (13) Vandan Gorade, Sparsh Mittal, Debesh Jha, Rekha Singhal, Ulas Bagci
2024	J	`jnl`	Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation. CoRR Vandan Gorade, Sparsh Mittal, Debesh Jha, Rekha Singhal, Ulas Bagci
2024	—	`conf`	LLaMPS: Large Language Models Placement System. ICPE (Companion) Likhith Bandamudi, Ravi Kumar Singh, Shruti Kunde, Mayank Mishra, Rekha Singhal
2024	B	`conf`	Leftovers for LLaMA. ICPE Ravi Kumar Singh, Likhith Bandamudi, Shruti Kunde, Mayank Mishra, Rekha Singhal
2024	B	`conf`	Log Sculptor: Making Logs Great Again. IEEE Big Data Aditya Kulkarni, Prathit Mehta, Ravi Kumar Singh, Mayank Mishra, Shruti Kunde, Rekha Singhal, Manoj Nambiar
2024	—	`conf`	Methodology for Quality Assurance Testing of LLM-based Multi-Agent Systems. AIMLSystems Isha Shamim, Rekha Singhal
2024	J	`jnl`	MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion. CoRR Onkar Susladkar, Jishu Sen Gupta, Chirag Sehgal, Sparsh Mittal, Rekha Singhal
2024	—	`conf`	Numin: Weighted-Majority Ensembles for Intraday Trading. ICAIF Aniruddha Mukherjee, Rekha Singhal, Gautam Shroff
2024	J	`jnl`	Numin: Weighted-Majority Ensembles for Intraday Trading. CoRR Aniruddha Mukherjee, Rekha Singhal, Gautam Shroff
2024	—	`conf`	Optimal Mapping of Workflows Using Serverless Architecture in a Multi-Cloud Environment. ICSA-C Manju Ramesh, Chetan Phalak, Dheeraj Chahal, Rekha Singhal
2024	J	`jnl`	Performance Modeling of Distributed Data Processing in Microservice Applications. ACM Trans. Model. Perform. Evaluation Comput. Syst. Yicheng Gao, Giuliano Casale, Rekha Singhal
2024	B	`conf`	Scalable and Cost-Effective Edge-Cloud Deployment for Multi-Object Tracking System. IC2E Ratul Kishore Saha, Dheeraj Chahal, Rekha Singhal, Manoj Nambiar
2024	Misc	`conf`	Security Implications of Approximation: A Study of Trojan Attacks on Approximate Adders and Multipliers. VLSID Vishesh Mishra, Sparsh Mittal, Nirbhay Mishra, Rekha Singhal
2024	—	`conf`	SuperArch: Optimal Architecture Design for Cloud Deployment. ICPE (Companion) Kuldeep Singh, Chetan Phalak, Dheeraj Chahal, Shruti Kunde, Rekha Singhal
2024	—	`conf`	TASCA : Tool for Automatic SCalable Acceleration of ML pipelines✱. COMAD/CODS Archisman Bhowmick, Mayank Mishra, Rekha Singhal
2024	—	`conf`	TASCA++ : A multi-agentic tool to scalably accelerate ML pipelines. AIMLSystems Bibek Paul, Archisman Bhowmick, Mayank Mishra, Sarthak Gupta, Rekha Singhal
2024	—	`conf`	Towards Geo-Distributed Training of ML Models in a Multi-Cloud Environment. ICPE (Companion) Chetan Phalak, Dheeraj Chahal, Manju Ramesh, Rekha Singhal
2023	—	`conf`	Accelerating Model Training: Performance Antipatterns Eliminator Framework. EuroMLSys@EuroSys Ravi Kumar Singh, Mayank Mishra, Rekha Singhal
2023	—	`conf`	CAMOT: Content Aware Multi Object Tracking. AIMLSystems Ratul Kishore Saha, Rekha Singhal, Manoj Nambiar
2023	—	`conf`	DAFTA: Distributed Architecture for Fusion-Transformer training Acceleration. BiDEDE@SIGMOD Shailesh Shankar Deshpande, Shruti Kunde, Ravi Singh, Chaman Banolia, Rekha Singhal, Balamuralidhar P
2023	—	`conf`	Demo Paper: Hetero-Vis Framework for Optimized Heterogeneous Deployment of Convolutional Neural Networks. AIMLSystems Nupur Sumeet, Manoj Nambiar, Shreeyans Singh, Rekha Singhal
2023	—	`conf`	Dilated Involutional Pyramid Network (DInPNet): A Novel Model for Printed Circuit Board (PCB) Components Classification. ISQED Ananya Mantravadi, Dhruv Makwana, R. Sai Chandra Teja, Sparsh Mittal, Rekha Singhal
2023	J	`jnl`	Ellora: Exploring Low-Power OFDM-based Radar Processors using Approximate Computing. CoRR Rajat Bhattacharjya, Alish Kanani, Achanna Anil Kumar, Manoj Nambiar, M. Girish Chandra, Rekha Singhal
2023	A	`conf`	GAFNet: A Global Fourier Self Attention Based Novel Network for multi-modal downstream tasks. WACV Onkar Susladkar, Gayatri Deshmukh, Dhruv Makwana, Sparsh Mittal, R. Sai Chandra Teja, Rekha Singhal
2023	A	`conf`	GEMS: Generating Efficient Meta-Subnets. WACV Varad Pimpalkhute, Shruti Kunde, Rekha Singhal
2023	—	`conf`	Hetero-Rec++: Modelling-based Robust and Optimal Deployment of Embeddings Recommendations. AIMLSystems Ashwin Krishnan, Manoj Nambiar, Rekha Singhal
2023	—	`conf`	LiBERTy: A Novel Model for Natural Language Understanding. AIMLSystems Onkar Susladkar, Gayatri S. Deshmukh, Sparsh Mittal, R. Sai Chandra Teja, Rekha Singhal
2023	B	`conf`	Multi-Objective Workflow Scheduling to Serverless Architecture in a Multi-Cloud Environment. IC2E Manju Ramesh, Dheeraj Chahal, Chetan Phalak, Rekha Singhal
2023	Misc	`conf`	Multicloud Deployment of AI Workflows Using FaaS and Storage Services. COMSNETS Manju Ramesh, Dheeraj Chahal, Rekha Singhal
2023	—	`conf`	Novel, Configurable Approximate Floating-point Multipliers for Error-Resilient Applications. ISQED Vishesh Mishra, Sparsh Mittal, Rekha Singhal, Manoj Nambiar
2023	J	`jnl`	PaCL: Patient-aware contrastive learning through metadata refinement for generalized early disease diagnosis. Comput. Biol. Medicine Vandan Gorade, Sparsh Mittal, Rekha Singhal
2023	B	`conf`	RAxC: Reflexivity-based Approximate Computing techniques for efficient remote sensing. IEEE Big Data Aaditi Kapre, Shruti Kunde, Sparsh Mittal, Rekha Singhal
2023	Misc	`conf`	SIRM: Cost efficient and SLO aware ML prediction on Fog-Cloud Network. COMSNETS Chetan Phalak, Dheeraj Chahal, Rekha Singhal
2023	—	`conf`	Scalable High-Performance Architecture for Evolving Recommender System. EuroMLSys@EuroSys Ravi Kumar Singh, Mayank Mishra, Rekha Singhal
2023	—	`conf`	SpotOn: A Gradient-based Targeted Data Poisoning Attack on Deep Neural Networks. ISQED Yash Khare, Kumud Lakara, Sparsh Mittal, Arvind Kaushik, Rekha Singhal
2023	—	`conf`	TPFNet: A Novel Text In-painting Transformer for Text Removal. ICDAR (6) Onkar Susladkar, Dhruv Makwana, Gayatri Deshmukh, Sparsh Mittal, R. Sai Chandra Teja, Rekha Singhal
2023	J	`jnl`	VADF: Versatile Approximate Data Formats for Energy-Efficient Computing. ACM Trans. Embed. Comput. Syst. Vishesh Mishra, Sparsh Mittal, Neelofar Hassan, Rekha Singhal, Urbi Chatterjee
2023	—	`conf`	mSIRM: Cost-Efficient and SLO-aware ML Load Balancing on Fog and Multi-Cloud Network. FlexScience@HPDC Chetan Phalak, Dheeraj Chahal, Manju Ramesh, Rekha Singhal
2022	—	`conf`	Benchmarking the Data Layer Across Serverless Platforms. HiPS@HPDC Surya Chaitanya Palepu, Dheeraj Chahal, Manju Ramesh, Rekha Singhal
2022	—	`conf`	Hetero-Rec: Optimal Deployment of Embeddings for High-Speed Recommendations. AIMLSystems Chinmay Mahajan, Ashwin Krishnan, Manoj Nambiar, Rekha Singhal
2022	—	`conf`	Hetero-Vis: A Framework for Latency Optimized Heterogeneous Deployment of Convolutional Neural Networks. Euro-Par Workshops Nupur Sumeet, Karan Rawat, Manoj Nambiar, Rekha Singhal
2022	—	`conf`	Learning-to-learn efficiently with self-learning. DEEM@SIGMOD Shruti Kunde, Sharod Roy Choudhury, Amey Pandit, Rekha Singhal
2022	—	`conf`	MAPLE: Model Aggregation and Prediction for Learned Ecosystem. ICPE (Companion) Chetan Phalak, Dheeraj Chahal, Aniruddha Sen, Mayank Mishra, Rekha Singhal
2022	—	`conf`	MEGA-MAC: A Merged Accumulation based Approximate MAC Unit for Error Resilient Applications. ACM Great Lakes Symposium on VLSI Vishesh Mishra, Sparsh Mittal, Saurabh Singh, Divy Pandey, Rekha Singhal
2022	—	`conf`	MetaFaaS: learning-to-learn on serverless. BiDEDE@SIGMOD Varad Pimpalkhute, Shruti Kunde, Rekha Singhal, Surya Palepu, Dheeraj Chahal, Amey Pandit
2022	—	`conf`	Metamodel driven acceleration of actor-based simulation. BiDEDE@SIGMOD Chetan Phalak, Mayank Mishra, Shruti Kunde, Rekha Singhal, Sana Iqbal
2022	B	`conf`	Pay-as-you-Train: Efficient ways of Serverless Training. IC2E Dheeraj Chahal, Mayank Mishra, Surya Chaitanya Palepu, Ravi Kumar Singh, Rekha Singhal
2022	—	`conf`	Performance improvement of reinforcement learning algorithms for online 3D bin packing using FPGA. AIMLSystems Kavya Borra, Ashwin Krishnan, Harshad Khadilkar, Manoj Nambiar, Ansuma Basumatary, Rekha Singhal, Arijit Mukherjee
2022	—	`conf`	Scalable and Cost-effective Serverless Architecture for Information Extraction Workflows. HiPS@HPDC Dheeraj Chahal, Surya Chaitanya Palepu, Rekha Singhal
2022	J	`jnl`	TPFNet: A Novel Text In-painting Transformer for Text Removal. CoRR Onkar Susladkar, Dhruv Makwana, Gayatri Deshmukh, Sparsh Mittal, R. Sai Chandra Teja, Rekha Singhal
2021	J	`jnl`	Accelerating Gradient-based Meta Learner. CoRR Varad Pimpalkhute, Amey Pandit, Mayank Mishra, Rekha Singhal
2021	—	`conf`	Benchmarking of Quantization Libraries in Popular Frameworks. IEEE BigData Tejas Dubhir, Mayank Mishra, Rekha Singhal
2021	B	`conf`	Data-Efficient Training of High-Resolution Images in Medical Domain. ESANN Shruti Kunde, Amey Pandit, Kushagra Mahajan, Monika Sharma, Rekha Singhal, Lovekesh Vig
2021	—	`conf`	Distributed training for accelerating metalearning algorithms. BiDEDE@SIGMOD Shruti Kunde, Amey Pandit, Mayank Mishra, Rekha Singhal
2021	J	`jnl`	Experience with PCIe streaming on FPGA for high throughput ML inferencing. CoRR Piyush Manavar, Manoj Nambiar, Nupur Sumeet, Rekha Singhal, Sharod Choudhary, Amey Pandit
2021	—	`conf`	FASCA: Framework for Automatic Scalable Acceleration of ML Pipeline. IEEE BigData Mayank Mishra, Archisman Bhowmick, Rekha Singhal
2021	B	`conf`	High Performance Serverless Architecture for Deep Learning Workflows. CCGRID Dheeraj Chahal, Manju Ramesh, Ravi Ojha, Rekha Singhal
2021	—	`conf`	Performance and Cost Comparison of Cloud Services for Deep Learning Workload. ICPE (Companion) Dheeraj Chahal, Mayank Mishra, Surya Palepu, Rekha Singhal
2021	—	`conf`	RUSLI: Real-time Updatable Spline Learned Index. aiDM@SIGMOD Mayank Mishra, Rekha Singhal
2021	—	`conf`	SLA-aware Workload Scheduling Using Hybrid Cloud Services. HiPS@HPDC Dheeraj Chahal, Surya Palepu, Mayank Mishra, Rekha Singhal
2021	—	`conf`	Towards Accelerating Offline RL based Recommender Systems. AIMLSystems Mayank Mishra, Rekha Singhal, Ravi Singh
2020	—	`conf`	A Vision on Accelerating Enterprise IT System 2.0. DEEM@SIGMOD Rekha Singhal, Dheeraj Chahal, Shruti Kunde, Mayank Mishra, Manoj Nambiar
2020	—	`conf`	Benchmarking performance of RaySGD and Horovod for big data applications. IEEE BigData Shruti Kunde, Amey Pandit, Rekha Singhal
2020	—	`conf`	Migrating Large Deep Learning Models to Serverless Architecture. ISSRE Workshops Dheeraj Chahal, Ravi Ojha, Manju Ramesh, Rekha Singhal
2020	A	`conf`	Recommending in changing times. RecSys Shruti Kunde, Mayank Mishra, Amey Pandit, Rekha Singhal, Manoj Karunakaran Nambiar, Gautam Shroff, Shashank Gupta
2020	—	`conf`	Tutorial on Benchmarking Big Data Analytics Systems. ICPE Companion Todor Ivanov, Rekha Singhal
2019	—	`conf`	Efficient Multiway Hash Join on Reconfigurable Hardware. TPCTC Rekha Singhal, Yaqi Zhang, Jeffrey D. Ullman, Raghu Prabhakar, Kunle Olukotun
2019	J	`jnl`	Efficient Multiway Hash Join on Reconfigurable Hardware. CoRR Kunle Olukotun, Raghu Prabhakar, Rekha Singhal, Jeffrey D. Ullman, Yaqi Zhang
2019	J	`jnl`	Fast Online "Next Best Offers" using Deep Learning. CoRR Rekha Singhal, Gautam Shroff, Mukund Kumar, Sharod Roy Choudhury, Sanket Kadarkar, Rupinder Virk, Siddharth Verma, Vartika Tewari
2019	—	`conf`	Fast Online 'Next Best Offers' using Deep Learning. COMAD/CODS Rekha Singhal, Gautam Shroff, Mukund Kumar, Sharod Roy Choudhury, Sanket Kadarkar, Rupinder Virk, Siddharth Verma, Vartika Tewari
2019	A	`conf`	Polystore++: Accelerated Polystore System for Heterogeneous Workloads. ICDCS Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2019	J	`jnl`	Polystore++: Accelerated Polystore System for Heterogeneous Workloads. CoRR Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2018	—	`conf`	ABench: Big Data Architecture Stack Benchmark. ICPE Companion Todor Ivanov, Rekha Singhal
2018	—	`conf`	ATA: Architecture-based technology advisor for functional application domains. SysCon Shruti Kunde, Chetan Phalak, Rekha Singhal, Manoj Nambiar
2018	—	`conf`	SPARK Job Performance Analysis and Prediction Tool. ICPE Companion Rekha Singhal, Chetan Phalak, Praveen Singh
2017	—	`conf`	Performance Assurance Model for Applications on SPARK Platform. TPCTC Rekha Singhal, Praveen Singh
2017	B	`conf`	SQL Query Volume Performance Estimation Tool. ICPE Rekha Singhal, Chetan Phalak
2017	B	`conf`	Technology Migration Challenges in a Big Data Architecture Stack. ICPE Rekha Singhal, Shruti Kunde
2016	C	`conf`	Database Buffer Cache Simulator to Study and Predict Cache Behavior for Query Execution. DATA Chetan Phalak, Rekha Singhal, Tanmay Jhunjhunwala
2016	J	`jnl`	Model Driven Software Performance Engineering: Current Challenges and Way Ahead. SIGMETRICS Perform. Evaluation Rev. Manoj Nambiar, Ajay Kattepur, Gopal Bhaskaran, Rekha Singhal, Subhasri Duttagupta
2016	—	`conf`	Predicting Job Completion Time in Heterogeneous MapReduce Environments. IPDPS Workshops Rekha Singhal, Abhishek Verma
2016	C	`conf`	Predicting SQL Query Execution Time for Large Data Volume. IDEAS Rekha Singhal, Manoj Nambiar
2016	—	`conf`	Tutorial on Challenges for Big Data Application Performance Tuning and Prediction. ICPE Companion Rekha Singhal
2015	B	`conf`	PABS 2015: 1st Workshop on Performance Analysis of Big Data Systems. ICPE Rekha Singhal, Dheeraj Chahal
2015	—	`conf`	Performance Assurance Model for HiveQL on Large Data Volume. HiPC Workshops Amit Sangroya, Rekha Singhal
2015	—	`ed.`	Proceedings of the 1st Workshop on Performance Analysis of Big Data Systems, PABS '15, Austin, Texas, USA, February 1, 2015 PABS@ICPE Rekha Singhal, Dheeraj Chahal
2014	—	`conf`	Performability Comparison of Lustre and HDFS for MR Applications. ISSRE Workshops Rekha Singhal, Manoj Nambiar, Harish Sukhwani, Kishor S. Trivedi
2013	—	`conf`	Measurement Based Model to Study the Affect of Increase in Data Size on Database Query Response Time. Int. CMG Conference Rekha Singhal, Manoj Nambiar
2012	—	`conf`	A Framework for Predicting Query Response Time. HPCC-ICESS Rekha Singhal
2010	—	`conf`	A national public healthcare framework using grid. A2CWiC Rekha Singhal
2010	—	`conf`	Enterprise Storage Architecture for Optimal Business Continuity. DSDE Rekha Singhal, Shreya Bokare, Prasad Pawar
2007	—	`conf`	On Use of Operation Semantics for Parallel iSCSI Protocol. SCSS (1) Ranjana Singh, Rekha Singhal