SageServe: Optimizing LLM Serving on Cloud Data Centers with Forecast Aware Auto-Scaling.

Kunal Jain Shashwat Jaiswal Kunal Jain Yogesh Simmhan Anjaly Parayil Ankur Mallick Rujia Wang Renée St. Amant Chetan Bansal Victor Rühle Anoop Kulkarni Steve Kofsky Saravan Rajmohan SageServe: Optimizing LLM Serving on Cloud Data Centers with Forecast Aware Auto-Scaling. 232-234 2026 SIGMETRICS (Abstracts) https://doi.org/10.1145/3801489.3806875 conf/sigmetrics/2026 db/conf/sigmetrics/sigmetrics2026.html#JaiswalJSPMWABR26

Oscar Chew Hsiao-Ying Huang Kunal Jain Tai-I Chen Khoa D. Doan Kuan-Hao Huang Is CLIP Cross-Eyed? Revealing and Mitigating Center Bias in the CLIP Family. 2026 April abs/2604.05971 CoRR https://doi.org/10.48550/arXiv.2604.05971 db/journals/corr/corr2604.html#abs-2604-05971 streams/journals/corr

Kunal Jain Seokjin Go Divya Mahajan 0001 CloakLM: Obfuscating GPU Memory Layout to Mitigate Model Ex-filtration for Serving. 2026 June abs/2606.18400 CoRR https://doi.org/10.48550/arXiv.2606.18400 db/journals/corr/corr2606.html#abs-2606-18400 streams/journals/corr

Shashwat Jaiswal Kunal Jain Yogesh Simmhan Anjaly Parayil Ankur Mallick Rujia Wang Renée St. Amant Chetan Bansal Victor Rühle Anoop Kulkarni Steve Kofsky Saravan Rajmohan SAGESERVE: Optimizing LLM Serving on Cloud Data Centers with Forecast Aware Auto-Scaling. 61:1-61:24 2025 December 9 Proc. ACM Meas. Anal. Comput. Syst. 3 https://doi.org/10.1145/3771576 db/journals/pomacs/pomacs9.html#JaiswalJSPMWABRKKR25 streams/journals/pomacs

Kunal Jain Anjaly Parayil Ankur Mallick Esha Choukse Xiaoting Qin Jue Zhang Íñigo Goiri Rujia Wang Chetan Bansal Victor Rühle Anoop Kulkarni Steve Kofsky Saravan Rajmohan Performance Aware LLM Load Balancer for Mixed Workloads. 19-30 2025 EuroMLSys https://doi.org/10.1145/3721146.3721947 conf/euromlsys/2025 db/conf/euromlsys/euromlsys2025.html#JainPMCQZGWBRKK25 Kunal Jain Eoin Murphy Deepanshu Gupta Jonathan Dyke Saumya Shah Vasilieios Tsiaras Petko Nikolov Petkov Alistair Conkie Compact Neural TTS Voices for Accessibility. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10887661 conf/icassp/2025 db/conf/icassp/icassp2025.html#JainMGDSTPC25

Kunal Jain Eoin Murphy Deepanshu Gupta Jonathan Dyke Saumya Shah Vasilieios Tsiaras Petko Nikolov Petkov Alistair Conkie Compact Neural TTS Voices for Accessibility. 2025 January abs/2501.17332 CoRR https://doi.org/10.48550/arXiv.2501.17332 db/journals/corr/corr2501.html#abs-2501-17332 streams/journals/corr

Shashwat Jaiswal Kunal Jain Yogesh Simmhan Anjaly Parayil Ankur Mallick Rujia Wang Renée St. Amant Chetan Bansal Victor Rühle Anoop Kulkarni Steve Kofsky Saravan Rajmohan Serving Models, Fast and Slow:Optimizing Heterogeneous LLM Inferencing Workloads at Scale. 2025 February abs/2502.14617 CoRR https://doi.org/10.48550/arXiv.2502.14617 db/journals/corr/corr2502.html#abs-2502-14617 streams/journals/corr

Siddhant Jain Kunal Jain Arun Ravindran Suresh Purini Seer: A Framework for Optimizing Traffic Camera Placement and Deep Learning Inference at the Edge for Vehicle Path Reconstruction. 333-345 2024 SEC https://doi.org/10.1109/SEC62691.2024.00033 conf/ieeesec/2024 db/conf/ieeesec/sec2024.html#JainJRP24

Kunal Jain Anjaly Parayil Ankur Mallick Esha Choukse Xiaoting Qin Jue Zhang Íñigo Goiri Rujia Wang Chetan Bansal Victor Rühle Anoop Kulkarni Steve Kofsky Saravan Rajmohan Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling. 2024 abs/2408.13510 CoRR https://doi.org/10.48550/arXiv.2408.13510 db/journals/corr/corr2408.html#abs-2408-13510 streams/journals/corr

Redwan Ibne Seraj Khan Kunal Jain Haiying Shen Ankur Mallick Anjaly Parayil Anoop Kulkarni Steve Kofsky Pankhuri Choudhary Renée St. Amant Rujia Wang Yue Cheng 0001 Ali Raza Butt Victor Rühle Chetan Bansal Saravan Rajmohan Ensuring Fair LLM Serving Amid Diverse Applications. 2024 abs/2411.15997 CoRR https://doi.org/10.48550/arXiv.2411.15997 db/journals/corr/corr2411.html#abs-2411-15997 streams/journals/corr

Kunal Jain Kishan Sairam Adapa Kunwar Grover Ravi Kiran Sarvadevabhatla Suresh Purini A Cloud-Fog Architecture for Video Analytics on Large Scale Camera Networks Using Semantic Scene Analysis. 513-523 2023 CCGrid https://doi.org/10.1109/CCGrid57682.2023.00054 conf/ccgrid/2023 db/conf/ccgrid/ccgrid2023.html#JainAGSP23 Kunal Jain Prabuchandran K. J. Tejas Bodas Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing. 62-77 2023 LION https://doi.org/10.1007/978-3-031-44505-7_5 conf/lion/2023 db/conf/lion/lion2023.html#JainJB23

Kunal Jain Prabuchandran K. J. Tejas Bodas Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing. 2023 abs/2303.11954 CoRR https://doi.org/10.48550/arXiv.2303.11954 db/journals/corr/corr2303.html#abs-2303-11954

Narina Thakur Sunil K. Singh 0002 Akash Gupta Kunal Jain Rachna Jain Dragan Perakovic Nadia Nedjah Marjan Kuchaki Rafsanjani A Novel CNN, Bidirectional Long-Short Term Memory, and Gated Recurrent Unit-Based Hybrid Approach for Human Activity Recognition. 1-19 2022 14 Int. J. Softw. Sci. Comput. Intell. 1 https://doi.org/10.4018/ijssci.311445 db/journals/ijssci/ijssci14.html#ThakurSGJJPNR22

Nitin 0001 Ankush Bansal Siddhartha Mahadev Sharma Kapil Kumar Anuj Aggarwal Sheenu Goyal Kanika Choudhary Kunal Chawla Kunal Jain Manav Bhasin Classification of Flames in Computer Mediated Communications http://arxiv.org/abs/1202.0617 2012 CoRR abs/1202.0617 db/journals/corr/corr1202.html#abs-1202-0617

Malhar Lakdawala Kunal Jain Hardik Tolia Compact size dual-band loop array antenna. 1373 2011 ICWET https://doi.org/10.1145/1980022.1980390 conf/icwet/2011 db/conf/icwet/icwet2011.html#LakdawalaJT11 K. Visakha Kunal Jain Artificial Neural Network Based Fault Detection, Location and Identification of Transmission Line Outages in Power Systems. 140-152 2005 conf/iicai/2005 IICAI db/conf/iicai/iicai2005.html#VisakhaJ05 Kishan Sairam Adapa Anuj Aggarwal Renée St. Amant Ankush Bansal Chetan Bansal Manav Bhasin Tejas Bodas Ali Raza Butt Kunal Chawla Tai-I Chen Yue Cheng 0001 Oscar Chew Kanika Choudhary Pankhuri Choudhary Esha Choukse Alistair Conkie Khoa D. Doan Jonathan Dyke Seokjin Go Íñigo Goiri Sheenu Goyal Kunwar Grover Akash Gupta Deepanshu Gupta Hsiao-Ying Huang Kuan-Hao Huang Prabuchandran K. J. Rachna Jain Siddhant Jain Shashwat Jaiswal Redwan Ibne Seraj Khan Steve Kofsky Anoop Kulkarni Kapil Kumar Malhar Lakdawala Divya Mahajan 0001 Ankur Mallick Eoin Murphy Nadia Nedjah Nitin 0001 Anjaly Parayil Dragan Perakovic Petko Nikolov Petkov Suresh Purini Xiaoting Qin Marjan Kuchaki Rafsanjani Saravan Rajmohan Arun Ravindran Victor Rühle Ravi Kiran Sarvadevabhatla Saumya Shah Siddhartha Mahadev Sharma Haiying Shen Yogesh L. SimmhanYogesh Simmhan Sunil K. Singh 0002 Narina Thakur Hardik Tolia Vasilieios Tsiaras K. Visakha Rujia Wang Jue Zhang