Anand Padmanabha Iyer

According to our database, Anand Padmanabha Iyer authored at least 30 papers between 2007 and 2025.

Collaborative distances:

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

2025

ReInc: Scaling Training of Dynamic Graph Neural Networks.

Mingyu Guan, Saumia Singhal, Taesoo Kim, Anand Padmanabha Iyer

CoRR, January, 2025

2024

Lynx: Enabling Efficient MoE Inference through Dynamic Batch-Aware Expert Selection.

Vima Gupta, Kartik Sinha, Ada Gavrilovska, Anand Padmanabha Iyer

CoRR, 2024

Improving DNN Inference Throughput Using Practical, Per-Input Compute Adaptation.

Anand Padmanabha Iyer, Mingyu Guan, Yinwei Dai, Rui Pan, Swapnil Gandhi, Ravi Netravali

Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024

Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving.

Yinwei Dai, Rui Pan, Anand P. Iyer, Kai Li, Ravi Netravali

Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024

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

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023

Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge.

Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2022

DynaGraph: dynamic graph neural networks at scale.

Mingyu Guan, Anand Padmanabha Iyer, Taesoo Kim

Proceedings of the GRADES-NDA '22: Proceedings of the 5th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2022

2021

P3: Distributed Deep Graph Learning at Scale.

Swapnil Gandhi, Anand Padmanabha Iyer

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs.

Anand Padmanabha Iyer, Qifan Pu, Kishan Patel, Joseph E. Gonzalez, Ion Stoica

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Towards memory-efficient inference in edge video analytics.

Arthi Padmanabhan, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali

Proceedings of the HotEdgeVideo@MobiCom 2021: Proceedings of the 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021

2019

Scalable Systems for Large Scale Dynamic Connected Data Processing.

Anand Padmanabha Iyer

PhD thesis, 2019

2018

ASAP: Fast, Approximate Graph Pattern Mining at Scale.

Anand Padmanabha Iyer, Zaoxing Liu, Xin Jin, Shivaram Venkataraman, Vladimir Braverman, Ion Stoica

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Mitigating the Latency-Accuracy Trade-off in Mobile Data Analytics Systems.

Anand Padmanabha Iyer, Li Erran Li, Mosharaf Chowdhury, Ion Stoica

Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

Monarch: Gaining Command on Geo-Distributed Graph Analytics.

Anand Padmanabha Iyer, Aurojit Panda, Mosharaf Chowdhury, Aditya Akella, Scott Shenker, Ion Stoica

Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Towards Fast and Scalable Graph Pattern Mining.

Anand Padmanabha Iyer, Zaoxing Liu, Xin Jin, Shivaram Venkataraman, Vladimir Braverman, Ion Stoica

Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Bridging the GAP: towards approximate graph analytics.

Anand Padmanabha Iyer, Aurojit Panda, Shivaram Venkataraman, Mosharaf Chowdhury, Aditya Akella, Scott Shenker, Ion Stoica

Proceedings of the 1st ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2018

2017

Automating Diagnosis of Cellular Radio Access Network Problems.

Anand Padmanabha Iyer, Li Erran Li, Ion Stoica

Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

A scalable distributed spatial index for the internet-of-things.

Anand Padmanabha Iyer, Ion Stoica

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

2016

Fast and Accurate Performance Analysis of LTE Radio Access Networks.

Anand Padmanabha Iyer, Ion Stoica, Mosharaf Chowdhury, Li Erran Li

CoRR, 2016

Time-evolving graph processing at scale.

Anand Padmanabha Iyer, Li Erran Li, Tathagata Das, Ion Stoica

Proceedings of the Fourth International Workshop on Graph Data Management Experiences and Systems, Redwood Shores, CA, USA, June 24, 2016

2015

CellIQ : Real-Time Cellular Network Analytics at Scale.

Anand P. Iyer, Li Erran Li, Ion Stoica

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

FastLane: making short flows shorter with agile drop notification.

David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat

Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2013

Carat: collaborative energy diagnosis for mobile devices.

Adam J. Oliner, Anand P. Iyer, Ion Stoica, Eemil Lagerspetz, Sasu Tarkoma

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

2012

Blink and It's Done: Interactive Queries on Very Large Data.

Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Anand P. Iyer, Samuel Madden, Ion Stoica

Proc. VLDB Endow., 2012

Collaborative Energy Debugging for Mobile Devices.

Adam J. Oliner, Anand P. Iyer, Eemil Lagerspetz, Sasu Tarkoma

Proceedings of the Eighth Workshop on Hot Topics in System Dependability, HotDep 2012, 2012

2010

Indoor localization without the pain.

Krishna Chintalapudi, Anand Padmanabha Iyer, Venkata N. Padmanabhan

Proceedings of the 16th Annual International Conference on Mobile Computing and Networking, 2010

Cyclostationary-Based Architectures for Spectrum Sensing in IEEE 802.22 WRAN.

Deepa Bhargavi, Anand Padmanabha Iyer, Chandra R. Murthy

Proceedings of the Global Communications Conference, 2010

2009

Fast Resilient Jumbo frames in wireless LANs.

Anand Padmanabha Iyer, Gaurav Deshpande, Eric Rozner, Apurv Bhartia, Lili Qiu

Proceedings of the 17th International Workshop on Quality of Service, 2009

Handling mobility across WiFi and WiMAX.

Anand Padmanabha Iyer, Jayaraman Iyer

Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009

2007

ER: efficient retransmission scheme for wireless LANs.

Eric Rozner, Anand Padmanabha Iyer, Yogita Mehta, Lili Qiu, Mansoor Jafry

Proceedings of the 2007 ACM Conference on Emerging Network Experiment and Technology, 2007