OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Neeraja J. Yadwadkar
Assistant Professor, University of Texas at Austin
Joined
May 2023
Names
Neeraja J. Yadwadkar
(Preferred)
,
Neeraja Jayant Yadwadkar
,
Neeraja J Yadwadkar
,
Neeraja Yadwadkar
Emails
****@eecs.berkeley.edu
(Confirmed)
,
****@cs.stanford.edu
(Confirmed)
,
****@austin.utexas.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
University of Texas at Austin
(utexas.edu)
2022
–
Present
Postdoc
Computer Science Department, Stanford University
(cs.stanford.edu)
2018
–
2021
Postdoc
Stanford University
(stanford.edu)
2018
–
2021
PhD student
UC Berkeley, University of California, Berkeley
(cs.berkeley.edu)
2012
–
2018
PhD student
University of California Berkeley
(berkeley.edu)
2012
–
2018
MS student
Indian Institute of Science, Indian institute of science, Bangalore
(csa.iisc.ernet.in)
2007
–
2009
Advisors, Relations & Conflicts
Postdoc Advisor
Christos Kozyrakis
2018
–
2021
PhD Advisor
Joseph E. Gonzalez
2016
–
2018
PhD Advisor
Randy Katz
2012
–
2018
PhD Advisor
Randy Katz
2012
–
2018
Expertise
Applications of Machine Learning to Networked Systems
Present
Systems for Machine Learning
Present
Inference Serving
Present
Machine Learning for Job Scheduling
Present
Machine Learning for Resource Management
Present
Applications of Machine Learning to Computer Systems
Present
ML for systems
Present
Systems for ML
Present
Cloud computing systems
Present
Publications
FRAPPE: Full Input, Residual Output Autoencoding with Projection Pursuit Encoder
Dan Jacobellis
,
Neeraja J. Yadwadkar
OpenReview Archive Direct Upload
Readers:
Everyone
LiVeAction: a Lightweight, Versatile, and Asymmetric Neural Codec Design for Real-time Operation
Dan Jacobellis
,
Neeraja J. Yadwadkar
DCC 2026 (in press)
Readers:
Everyone
Composer: A Search Framework for Hybrid Neural Architecture Design
Bilge Acun
,
Prasoon Sinha
,
Newsha Ardalani
,
Sangmin Bae
,
Alicia Golden
,
Meghana Madhyastha
,
Chien-Yu Lin
,
Fei Sun
,
Neeraja J. Yadwadkar
,
Carole-Jean Wu
ICLR 2026 Poster
Readers:
Everyone
Dedelayed: Deleting remote inference delay via on-device correction
Dan Jacobellis
,
Mateen Ulhaq
,
Fabien Racapé
,
Hyomin Choi
,
Neeraja J. Yadwadkar
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Limiting Network Bandwidth to Unleash Throughput for Serverless Systems
Prasoon Sinha
,
Sidharth N. Babu
,
Neeraja J. Yadwadkar
MLArchSys 2025 Oral
Readers:
Everyone
iServe: An Intent-based Serving System for LLMs
Dimitrios Liakopoulos
,
Tianrui Hu
,
Prasoon Sinha
,
Neeraja J. Yadwadkar
CoRR 2025
Readers:
Everyone
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
Readers:
Everyone
Lightweight Vision Transformers for Low Energy Edge Inference
Shashank Nag
,
Logan Liberty
,
Aishwarya Sivakumar
,
Neeraja J Yadwadkar
,
Lizy Kurian John
MLArchSys 2024 OralPoster
Readers:
Everyone
Fast and Efficient Scaling for Microservices with SurgeGuard
Anyesha Ghosh
,
Neeraja J. Yadwadkar
,
Mattan Erez
SC 2024
Readers:
Everyone
Shabari: Delayed Decision-Making for Faster and Efficient Serverless Functions
Prasoon Sinha
,
Kostis Kaffes
,
Neeraja J. Yadwadkar
CoRR 2024
Readers:
Everyone
View all 48 publications
Co-Authors
Aditya Akella
Aditya Bhandari
Aishwarya Sivakumar
Alan T. L. Bacellar
Alekh Jindal
Alexandra Meliou
Alicia Golden
Amr El Abbadi
Andreas Gerstlauer
Angela Bonifati
Anjo Vahldiek-Oberwagner
Anshul Jha
Anurag Khandelwal
Anyesha Ghosh
Arun Kumar
Avrilia Floratou
Barbara Catania
Behrooz Omidvar-Tehrani
Bharath Hariharan
Bhavani Thuraisingham
Bilge Acun
Bodun Hu
Burton Smith
Carlo Curino
Carole-Jean Wu
View all 142 co-authors