Neeraja J. Yadwadkar

According to our database, Neeraja J. Yadwadkar authored at least 30 papers between 2010 and 2024.

Collaborative distances:

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

2024

Shabari: Delayed Decision-Making for Faster and Efficient Serverless Functions.

Prasoon Sinha, Kostis Kaffes, Neeraja J. Yadwadkar

CoRR, 2024

Characterizing Machine Learning-Based Runtime Prefetcher Selection.

Erika S. Alcorta, Mahesh Madhav, Richard Afoakwa, Scott Tetrick, Neeraja J. Yadwadkar, Andreas Gerstlauer

IEEE Comput. Archit. Lett., 2024

MOSEL: Inference Serving Using Dynamic Modality Selection.

Bodun Hu, Le Xu, Jeongyoon Moon, Neeraja J. Yadwadkar, Aditya Akella

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models.

Dan Jacobellis, Daniel Cummings, Neeraja J. Yadwadkar

Proceedings of the Data Compression Conference, 2024

2023

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.

Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang

SIGMOD Rec., June, 2023

Dirigo: Self-scaling Stateful Actors For Serverless Real-time Data Processing.

Le Xu, Divyanshu Saxena, Neeraja J. Yadwadkar, Aditya Akella, Indranil Gupta

CoRR, 2023

Lightweight ML-based Runtime Prefetcher Selection on Many-core Platforms.

Erika S. Alcorta, Mahesh Madhav, Scott Tetrick, Neeraja J. Yadwadkar, Andreas Gerstlauer

CoRR, 2023

Sidecars on the Central Lane: Impact of Network Proxies on Microservices.

Prateek Sahu, Lucy Zheng, Marco Bueso, Shijia Wei, Neeraja J. Yadwadkar, Mohit Tiwari

CoRR, 2023

Performance Implications of Async Memcpy and UVM: A Tale of Two Data Transfer Modes.

Ruihao Li, Sanjana Yadav, Qinzhe Wu, Krishna Kavi, Gayatri Mehta, Neeraja J. Yadwadkar, Lizy K. John

Proceedings of the IEEE International Symposium on Workload Characterization, 2023

NextGen-Malloc: Giving Memory Allocator Its Own Room in the House.

Ruihao Li, Qinzhe Wu, Krishna Kavi, Gayatri Mehta, Neeraja J. Yadwadkar, Lizy K. John

Proceedings of the 19th Workshop on Hot Topics in Operating Systems, 2023

2022

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.

Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang

SIGMOD Rec., 2022

Hermod: principled and practical scheduling for serverless functions.

Kostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

SOL: safe on-node learning in cloud platforms.

Yawen Wang, Daniel Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Practical Scheduling for Real-World Serverless Computing.

Kostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis

CoRR, 2021

What serverless computing is and should become: the next phase of cloud computing.

Johann Schleier-Smith, Vikram Sreekanti, Anurag Khandelwal, João Carreira, Neeraja Jayant Yadwadkar, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica, David A. Patterson

Commun. ACM, 2021

INFaaS: Automated Model-less Inference Serving.

Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

SmartHarvest: harvesting idle CPUs safely and efficiently in the cloud.

Yawen Wang, Kapil Arya, Marios Kogias, Manohar Vanga, Aditya Bhandari, Neeraja J. Yadwadkar, Siddhartha Sen, Sameh Elnikety, Christos Kozyrakis, Ricardo Bianchini

Proceedings of the EuroSys '21: Sixteenth European Conference on Computer Systems, 2021

Interference-Aware Scheduling for Inference Serving.

Daniel Mendoza, Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis

Proceedings of the EuroMLSys@EuroSys 2021, 2021

Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines.

Francisco Romero, Mark Zhao, Neeraja J. Yadwadkar, Christos Kozyrakis

Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications.

Francisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini

Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2019

INFaaS: Managed & Model-less Inference Serving.

Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis

CoRR, 2019

Cloud Programming Simplified: A Berkeley View on Serverless Computing.

Eric Jonas, Johann Schleier-Smith, Vikram Sreekanti, Chia-Che Tsai, Anurag Khandelwal, Qifan Pu, Vaishaal Shankar, João Carreira, Karl Krauth, Neeraja Jayant Yadwadkar, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica, David A. Patterson

CoRR, 2019

A Case for Managed and Model-less Inference Serving.

Neeraja J. Yadwadkar, Francisco Romero, Qian Li, Christos Kozyrakis

Proceedings of the Workshop on Hot Topics in Operating Systems, 2019

Centralized Core-granular Scheduling for Serverless Functions.

Kostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis

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

2018

Machine Learning for Automatic Resource Management in the Datacenter and the Cloud.

Neeraja Jayant Yadwadkar

PhD thesis, 2018

2017

Selecting the <i>best</i> VM across multiple public clouds: a data-driven performance modeling approach.

Neeraja Jayant Yadwadkar, Bharath Hariharan, Joseph E. Gonzalez, Burton Smith, Randy H. Katz

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling.

Neeraja Jayant Yadwadkar, Bharath Hariharan, Joseph E. Gonzalez, Randy Howard Katz

J. Mach. Learn. Res., 2016

2015

Faster Jobs in Distributed Data Processing using Multi-Task Learning.

Neeraja Jayant Yadwadkar, Bharath Hariharan, Joseph Gonzalez, Randy H. Katz

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014

Wrangler: Predictable and Faster Jobs using Fewer Resources.

Neeraja Jayant Yadwadkar, Ganesh Ananthanarayanan, Randy H. Katz

Proceedings of the ACM Symposium on Cloud Computing, 2014

2010

Discovery of Application Workloads from Network File Traces.

Neeraja J. Yadwadkar, Chiranjib Bhattacharyya, Kanchi Gopinath, Thirumale Niranjan, Sai Susarla

Proceedings of the 8th USENIX Conference on File and Storage Technologies, 2010