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Anand Iyer
Assistant Professor, Georgia Institute of Technology
Joined
October 2024
Names
Anand Iyer
(Preferred)
,Â
Anand Padmanabha Iyer
,Â
Anand P. Iyer
Emails
****@berkeley.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Georgia Institute of Technology
(gatech.edu)
2023
–
Present
Advisors, Relations & Conflicts
No relations added
Expertise
Systems
Present
Systems for AI
Present
Networked systems
Present
Publications
Flex: Fast, Accurate DNN Inference on Low-Cost Edges Using Heterogeneous Accelerator Execution
Tanmoy Sen
,
Haiying Shen
,
Anand Padmanabha Iyer
Crossref
Readers:
Everyone
PACER: Accelerating Distributed GNN Training Using Communication-Efficient Partition Refinement and Caching
Shohaib Mahmud
,
Haiying Shen
,
Anand Iyer
Proceedings of the ACM on Networking
Readers:
Everyone
ReInc: Scaling Training of Dynamic Graph Neural Networks
Mingyu Guan
,
Saumia Singhal
,
Taesoo Kim
,
Anand Padmanabha Iyer
CoRR 2025
Readers:
Everyone
Improving DNN Inference Throughput Using Practical, Per-Input Compute Adaptation
Anand Padmanabha Iyer
,
Mingyu Guan
,
Yinwei Dai
,
Rui Pan
,
Swapnil Gandhi
,
Ravi Netravali
Crossref
Readers:
Everyone
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving
Yinwei Dai
,
Rui Pan
,
Anand Iyer
,
Kai Li
,
Ravi Netravali
Crossref
Readers:
Everyone
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving
Yinwei Dai
,
Rui Pan
,
Anand P. Iyer
,
Kai Li
,
Ravi Netravali
SOSP 2024
Readers:
Everyone
Proactive, Accuracy-aware Straggler Mitigation in Machine Learning Clusters
Suraiya Tairin
,
Haiying Shen
,
Anand P. Iyer
IPDPS (Workshops) 2024
Readers:
Everyone
Vulcan: Automatic Query Planning for Live ML Analytics
Yiwen Zhang
,
Xumiao Zhang
,
Ganesh Ananthanarayanan
,
Anand P. Iyer
,
Yuanchao Shu
,
Victor Bahl
,
Z. Morley Mao
,
Mosharaf Chowdhury
NSDI 2024
Readers:
Everyone
USHER: Holistic Interference Avoidance for Resource Optimized ML Inference
Sudipta Saha Shubha
,
Haiying Shen
,
Anand P. Iyer
OSDI 2024
Readers:
Everyone
View all 40 publications
Co-Authors
Ada Gavrilovska
Adam J. Oliner
Aditya Akella
Amin Vahdat
Apurv Bhartia
Arthi Padmanabhan
Aurojit Panda
Barzan Mozafari
Chandra R. Murthy
David Zats
Deepa Bhargavi
Eemil Lagerspetz
Eric Rozner
Ganesh Ananthanarayanan
Gaurav Deshpande
Guoqing Harry Xu
Haiying Shen
Ion Stoica
Jayaraman Iyer
Joseph E. Gonzalez
Kai Li
Kartik Sinha
Kishan Patel
Krishna Chintalapudi
Li Erran Li
View all 61 co-authors