Ramachandran Ramjee

According to our database, Ramachandran Ramjee authored at least 87 papers between 1994 and 2024.

Collaborative distances:

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

2024

POD-Attention: Unlocking Full Prefill-Decode Overlap for Faster LLM Inference.

Aditya K. Kamath, Ramya Prabhu, Jayashree Mohan, Simon Peter, Ramachandran Ramjee, Ashish Panwar

CoRR, 2024

ASTRA: Accurate and Scalable ANNS-based Training of Extreme Classifiers.

Sonu Mehta, Jayashree Mohan, Nagarajan Natarajan, Ramachandran Ramjee, Manik Varma

CoRR, 2024

Mnemosyne: Parallelization Strategies for Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations.

Amey Agrawal, Junda Chen, Íñigo Goiri, Ramachandran Ramjee, Chaojie Zhang, Alexey Tumanov, Esha Choukse

CoRR, 2024

Accuracy is Not All You Need.

Abhinav Dutta, Sanjeev Krishnan, Nipun Kwatra, Ramachandran Ramjee

CoRR, 2024

Metron: Holistic Performance Evaluation Framework for LLM Inference Systems.

Amey Agrawal, Anmol Agarwal, Nitin Kedia, Jayashree Mohan, Souvik Kundu, Nipun Kwatra, Ramachandran Ramjee, Alexey Tumanov

CoRR, 2024

vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention.

Ramya Prabhu, Ajay Nayak, Jayashree Mohan, Ramachandran Ramjee, Ashish Panwar

CoRR, 2024

Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve.

Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Alexey Tumanov, Ramachandran Ramjee

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

VIDUR: A Large-Scale Simulation Framework for LLM Inference.

Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction.

Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures.

Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav S. Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule.

Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

J. Mach. Learn. Res., 2023

SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills.

Amey Agrawal, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee

CoRR, 2023

NGAME: Negative Mining-aware Mini-batching for Extreme Classification.

Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal Dave, Jian Jiao, Gururaj K, Prasenjit Dey, Amit Singh, Deepesh Hada, Vidit Jain, Bhawna Paliwal, Anshul Mittal, Sonu Mehta, Ramachandran Ramjee, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Renee: End-To-End Training of Extreme Classification Models.

Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads.

Dharma Shukla, Muthian Sivathanu, Srinidhi Viswanatha, Bhargav S. Gulavani, Rimma Nehme, Amey Agrawal, Chen Chen, Nipun Kwatra, Ramachandran Ramjee, Pankaj Sharma, Atul Katiyar, Vipul Modi, Vaibhav Sharma, Abhishek Singh, Shreshth Singhal, Kaustubh Welankar, Lu Xun, Ravi Anupindi, Karthik Elangovan, Hasibur Rahman, Zhou Lin, Rahul Seetharaman, Cheng Xu, Eddie Ailijiang, Suresh Krishnappa, Mark Russinovich

CoRR, 2022

Varuna: scalable, low-cost training of massive deep learning models.

Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

2021

LRTuner: A Learning Rate Tuner for Deep Neural Networks.

Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

CoRR, 2021

2020

Unsupervised Clustering using Pseudo-semi-supervised Learning.

Divam Gupta, Ramachandran Ramjee, Nipun Kwatra, Muthian Sivathanu

Proceedings of the 8th International Conference on Learning Representations, 2020

Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning.

Shubham Chaudhary, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Srinidhi Viswanatha

Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

2018

AutoCalib: Automatic Traffic Camera Calibration at Scale.

Romil Bhardwaj, Gopi Krishna Tummala, Ganesan Ramalingam, Ramachandran Ramjee, Prasun Sinha

ACM Trans. Sens. Networks, 2018

Privado: Practical and Secure DNN Inference.

Shruti Tople, Karan Grover, Shweta Shinde, Ranjita Bhagwan, Ramachandran Ramjee

CoRR, 2018

Gandiva: Introspective Cluster Scheduling for Deep Learning.

Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou

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

Scalable measurement of air pollution using COTS IoT devices.

Varun Jain, Mansi Goel, Mukulika Maity, Vinayak Naik, Ramachandran Ramjee

Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

2017

Blood Count on a Smartphone Microscope: Challenges.

Uma Parthavi Moravapalle, Amit Deshpande, Ashish Kapoor, Ramachandran Ramjee, Priya Ravi

Proceedings of the 18th International Workshop on Mobile Computing Systems and Applications, 2017

Skip-Correlation for Multi-Power Wireless Carrier Sensing.

Romil Bhardwaj, Krishna Chintalapudi, Ramachandran Ramjee

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

2016

A Critique of FCC'S TV White Space Regulations.

Ramachandran Ramjee, Sumit Roy, Krishna Chintalapudi

GetMobile Mob. Comput. Commun., 2016

Big Data Analytics over Encrypted Datasets with Seabed.

Antonis Papadimitriou, Ranjita Bhagwan, Nishanth Chandran, Ramachandran Ramjee, Andreas Haeberlen, Harmeet Singh, Abhishek Modi, Saikrishna Badrinarayanan

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

IQ-Hopping: distributed oblivious channel selection for wireless networks.

Apurv Bhartia, Deeparnab Chakrabarty, Krishna Chintalapudi, Lili Qiu, Bozidar Radunovic, Ramachandran Ramjee

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

2015

Perspectives on software-defined networks: interviews with five leading scientists from the networking community.

Daniel M. Batista, Gordon S. Blair, Fabio Kon, Raouf Boutaba, David Hutchison, Raj Jain, Ramachandran Ramjee, Christian Esteve Rothenberg

J. Internet Serv. Appl., 2015

2014

Adtributor: Revenue Debugging in Advertising Systems.

Ranjita Bhagwan, Rahul Kumar, Ramachandran Ramjee, George Varghese, Surjyakanta Mohapatra, Hemanth Manoharan, Piyush Shah

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

Message from TPC chairs.

Neelesh B. Mehta, Ramachandran Ramjee, Sanjay Shakkottai

Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

LoadSense: Passively estimating cellular load.

Abhijnan Chakraborty, Vishnu Navda, Venkata N. Padmanabhan, Ramachandran Ramjee

Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

2013

MiG: Efficient Migration of Desktop VMs Using Semantic Compression.

Anshul Rai, Ramachandran Ramjee, Ashok Anand, Venkata N. Padmanabhan, George Varghese

Proceedings of the 2013 USENIX Annual Technical Conference, 2013

EnVi: energy efficient video player for mobiles.

Sahil Suneja, Vishnu Navda, Ramachandran Ramjee, Eyal de Lara

Proceedings of the Proceeding of the 2013 Workshop on Cellular Networks: Operations, 2013

Coordinating cellular background transfers using loadsense.

Abhijnan Chakraborty, Vishnu Navda, Venkata N. Padmanabhan, Ramachandran Ramjee

Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

2012

WiFi-NC : WiFi Over Narrow Channels.

Krishna Chintalapudi, Bozidar Radunovic, Horia Vlad Balan, Michael Buettener, Srinivas Yerramalli, Vishnu Navda, Ramachandran Ramjee

Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

RadioJockey: mining program execution to optimize cellular radio usage.

Pavan K. Athivarapu, Ranjita Bhagwan, Saikat Guha, Vishnu Navda, Ramachandran Ramjee, Dushyant Arora, Venkata N. Padmanabhan, George Varghese

Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

2011

SpecNet: Spectrum Sensing Sans Frontières.

Krishna Chintalapudi, Vishnu Navda, Ramachandran Ramjee, Venkata N. Padmanabhan, Chandra R. Murthy

Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

WiFi-Nano: reclaiming WiFi efficiency through 800 ns slots.

Eugenio Magistretti, Krishna Kant Chintalapudi, Bozidar Radunovic, Ramachandran Ramjee

Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, 2011

2010

LiteGreen: Saving Energy in Networked Desktops Using Virtualization.

Tathagata Das, Pradeep Padala, Venkata N. Padmanabhan, Ramachandran Ramjee, Kang G. Shin

Proceedings of the 2010 USENIX Annual Technical Conference, 2010

Stratus: energy-efficient mobile communication using cloud support.

Bhavish Agarwal, Pushkar V. Chitnis, Amit Dey, Kamal Jain, Vishnu Navda, Venkata N. Padmanabhan, Ramachandran Ramjee, Aaron Schulman, Neil Spring

Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

EndRE: An End-System Redundancy Elimination Service for Enterprises.

Bhavish Agarwal, Aditya Akella, Ashok Anand, Athula Balachandran, Pushkar V. Chitnis, Chitra Muthukrishnan, Ramachandran Ramjee, George Varghese

Proceedings of the 7th USENIX Symposium on Networked Systems Design and Implementation, 2010

NAPman: network-assisted power management for wifi devices.

Eric Rozner, Vishnu Navda, Ramachandran Ramjee, Shravan K. Rayanchu

Proceedings of the 8th International Conference on Mobile Systems, 2010

PRISM: platform for remote sensing using smartphones.

Tathagata Das, Prashanth Mohan, Venkata N. Padmanabhan, Ramachandran Ramjee, Asankhaya Sharma

Proceedings of the 8th International Conference on Mobile Systems, 2010

Bartendr: a practical approach to energy-aware cellular data scheduling.

Aaron Schulman, Vishnu Navda, Ramachandran Ramjee, Neil Spring, Pralhad Deshpande, Calvin Grunewald, Kamal Jain, Venkata N. Padmanabhan

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

Analytical models for energy consumption in infrastructure WLAN STAs carrying TCP traffic.

Pranav Agrawal, Anurag Kumar, Joy Kuri, Manoj Kumar Panda, Vishnu Navda, Ramachandran Ramjee, Venkata N. Padmanabhan

Proceedings of the Second International Conference on Communication Systems and Networks, 2010

2009

Analytical Models for Energy Consumption in Infrastructure WLAN STAs Carrying TCP Traffic

Pranav Agrawal, Anurag Kumar, Joy Kuri, Manoj K. Panda, Vishnu Navda, Ramachandran Ramjee

CoRR, 2009

Redundancy in network traffic: findings and implications.

Ashok Anand, Chitra Muthukrishnan, Aditya Akella, Ramachandran Ramjee

Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

muNet: Harnessing Multiuser Capacity in Wireless Mesh Networks.

Li (Erran) Li, Richard Alimi, Ramachandran Ramjee, Harish Viswanathan, Yang Richard Yang

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

DirCast: A Practical and Efficient Wi-Fi Multicast System.

Ranveer Chandra, Sandeep Karanth, Thomas Moscibroda, Vishnu Navda, Jitendra Padhye, Ramachandran Ramjee, Lenin Ravindranath

Proceedings of the 17th annual IEEE International Conference on Network Protocols, 2009

Cool-Tether: energy efficient on-the-fly wifi hot-spots using mobile phones.

Ashish Sharma, Vishnu Navda, Ramachandran Ramjee, Venkata N. Padmanabhan, Elizabeth M. Belding

Proceedings of the 2009 ACM Conference on Emerging Networking Experiments and Technology, 2009

2008

Improving TCP/IP Performance over Third-Generation Wireless Networks.

Mun Choon Chan, Ramachandran Ramjee

IEEE Trans. Mob. Comput., 2008

Nericell: using mobile smartphones for rich monitoring of road and traffic conditions.

Prashanth Mohan, Venkata N. Padmanabhan, Ramachandran Ramjee

Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

Nericell: rich monitoring of road and traffic conditions using mobile smartphones.

Prashanth Mohan, Venkata N. Padmanabhan, Ramachandran Ramjee

Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

iPack: in-Network Packet Mixing for High Throughput Wireless Mesh Networks.

Richard Alimi, Li (Erran) Li, Ramachandran Ramjee, Harish Viswanathan, Yang Richard Yang

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007

The Design and Evaluation of Unified Cellular and Ad Hoc Networks.

Haiyun Luo, Xiaoqiao Meng, Ramachandran Ramjee, Prasun Sinha, Li (Erran) Li

IEEE Trans. Mob. Comput., 2007

Superposition coding for wireless mesh networks.

Li (Erran) Li, Richard Alimi, Ramachandran Ramjee, Jingpu Shi, Yanjun Sun, Harish Viswanathan, Yang Richard Yang

Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, 2007

Network Coding-Based Broadcast in Mobile Ad-hoc Networks.

Li (Erran) Li, Ramachandran Ramjee, Milind M. Buddhikot, Scott C. Miller

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

2006

Connectivity, Performance, and Resiliency of IP-Based CDMA Radio Access Networks.

Tian Bu, Mun Choon Chan, Ramachandran Ramjee

IEEE Trans. Mob. Comput., 2006

ICAM: Integrated Cellular and Ad Hoc Multicast.

Randeep Bhatia, Li (Erran) Li, Haiyun Luo, Ramachandran Ramjee

IEEE Trans. Mob. Comput., 2006

Generalized Proportional Fair Scheduling in Third Generation Wireless Data Networks.

Tian Bu, L. Li, Ramachandran Ramjee

Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Separating control software from routers.

Ramachandran Ramjee, Furquan Ansari, Martin Havemann, T. V. Lakshman, Thyagarajan Nandagopal, Krishan K. Sabnani, Thomas Y. C. Woo

Proceedings of the First International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2006), 2006

2005

TCP/IP Performance over 3G Wireless Links with Rate and Delay Variation.

Mun Choon Chan, Ramachandran Ramjee

Wirel. Networks, 2005

Congestion Control Policies for IP-Based CDMA Radio Access Networks.

Sneha Kumar Kasera, Ramachandran Ramjee, Sandra R. Thuel, Xin Wang

IEEE Trans. Mob. Comput., 2005

Adaptive and predictive downlink resource management in next-generation CDMA networks.

Xin Wang, Ramachandran Ramjee, Harish Viswanathan

IEEE J. Sel. Areas Commun., 2005

ECHOS - enhanced capacity 802.11 hotspots.

Arunchandar Vasan, Ramachandran Ramjee, Thomas Y. C. Woo

Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Designing wireless radio access networks for third generation cellular networks.

Tian Bu, Mun Choon Chan, Ramachandran Ramjee

Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

FairMAC: fair sharing of multi-access channels in WLAN hotspots.

Prasun Sinha, Yuval Shavitt, Ramachandran Ramjee, Danny Raz, Sneha Kumar Kasera

Proceedings of the 14th International Conference On Computer Communications and Networks, 2005

2003

UCAN: a unified cellular and ad-hoc network architecture.

Haiyun Luo, Ramachandran Ramjee, Prasun Sinha, Li Li, Songwu Lu

Proceedings of the Ninth Annual International Conference on Mobile Computing and Networking, 2003

Understanding TCP fairness over Wireless LAN.

Saar Pilosof, Ramachandran Ramjee, Danny Raz, Yuval Shavitt, Prasun Sinha

Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

2002

IP Paging Service for Mobile Hosts.

Ramachandran Ramjee, Li Li, Thomas F. La Porta, Sneha Kumar Kasera

Wirel. Networks, 2002

HAWAII: a domain-based approach for supporting mobility in wide-area wireless networks.

Ramachandran Ramjee, Kannan Varadhan, Luca Salgarelli, Sandra R. Thuel, Shie Yuan Wang, Thomas F. La Porta

IEEE/ACM Trans. Netw., 2002

2001

Requirements and Functional Architecture for an IP Host Alerting Protocol.

James Kempf, Claude Castelluccia, Pars Mutaf, Nobuyasu Nakajima, Yoshihiro Ohba, Ramachandran Ramjee, Yousuf Saifullah, Behçet Sarikaya, Xiaofeng Xu

RFC, August, 2001

2000

IP-based access network infrastructure for next-generation wireless data networks.

Ramachandran Ramjee, Thomas F. La Porta, Luca Salgarelli, Sandra R. Thuel, Kannan Varadhan, Li Li

IEEE Wirel. Commun., 2000

User agent migration policies in wireless networks.

Ramachandran Ramjee, Thomas F. La Porta, Jim Kurose, Don Towsley

IEEE J. Sel. Areas Commun., 2000

RIMA: Router for Integrated Mobile Access.

Thomas F. La Porta, Kazutaka Murakami, Ramachandran Ramjee

Proceedings of the 11th IEEE International Symposium on Personal, 2000

1999

HAWAII: A Domain-based Approach for Supporting Mobility in Wide-Area Wireless Networks.

Ramachandran Ramjee, Thomas F. La Porta, Sandra R. Thuel, Kannan Varadhan, Shie Yuan Wang

Proceedings of the Seventh Annual International Conference on Network Protocols, 1999

1998

Performance evaluation of connection rerouting schemes for ATM-based wireless networks.

Ramachandran Ramjee, Thomas F. La Porta, James F. Kurose, Donald F. Towsley

IEEE/ACM Trans. Netw., 1998

Experiences with Network-Based User Agents for Mobile Applications.

Thomas F. La Porta, Ramachandran Ramjee, Thomas Y. C. Woo, Krishan K. Sabnani

Mob. Networks Appl., 1998

Cluster mobile switching center for third generation wireless systems.

Thomas F. La Porta, Ramachandran Ramjee, R. Murakami, Richard W. Buskens, Yow-Jian Lin

Proceedings of the 9th IEEE International Symposium on Personal, 1998

User Agent Migration Policies in Multimedia Wireless Networks.

Ramachandran Ramjee, Thomas F. La Porta, James F. Kurose, Donald F. Towsley

Proceedings of the Proceedings IEEE INFOCOM '98, The Conference on Computer Communications, Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies, Gateway to the 21st Century, San Francisco, CA, USA, March 29, 1998

Design, Implementation, and Evaluation of Highly Available Distributed Call Processing Systems.

Kazutaka Murakami, Richard W. Buskens, Ramachandran Ramjee, Yow-Jian Lin, Thomas F. La Porta

Proceedings of the Digest of Papers: FTCS-28, 1998

1997

On optimal call admission control in cellular networks.

Ramachandran Ramjee, Donald F. Towsley, Ramesh Nagarajan

Wirel. Networks, 1997

1995

A distributed control strategy for wireless ATM networks.

Malathi Veeraraghavan, Thomas F. La Porta, Ramachandran Ramjee

Wirel. Networks, 1995

The use of network-based migrating user agents for personal communication services.

Ramachandran Ramjee, Thomas F. La Porta, Malathi Veeraraghavan

IEEE Wirel. Commun., 1995

Distributed call processing for personal communications services.

Thomas F. La Porta, Malathi Veeraraghavan, Philip A. Treventi, Ramachandran Ramjee

IEEE Commun. Mag., 1995

1994

Adaptive Playout Mechanisms for Packetized Audio Applications in Wide-Area Networks.

Ramachandran Ramjee, James F. Kurose, Donald F. Towsley, Henning Schulzrinne

Proceedings of the Proceedings IEEE INFOCOM '94, 1994