Ramachandran Ramjee

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 33

Top Topics

Multilayer Neural Networks

Unsupervised Clustering

Variance Reduction

Top Venues

Publications

Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov
Vidur: A Large-Scale Simulation Framework For LLM Inference. CoRR (2024)
Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Alexey Tumanov, Ramachandran Ramjee
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve. OSDI (2024)
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
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction. ICLR (2024)
Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Alexey Tumanov, Ramachandran Ramjee
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve. CoRR (2024)
Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav S. Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures. EuroSys (2024)
Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov
VIDUR: A Large-Scale Simulation Framework for LLM Inference. MLSys (2024)
Amey Agrawal, Anmol Agarwal, Nitin Kedia, Jayashree Mohan, Souvik Kundu, Nipun Kwatra, Ramachandran Ramjee, Alexey Tumanov
Metron: Holistic Performance Evaluation Framework for LLM Inference Systems. CoRR (2024)
Abhinav Dutta, Sanjeev Krishnan, Nipun Kwatra, Ramachandran Ramjee
Accuracy is Not All You Need. CoRR (2024)
Ramya Prabhu, Ajay Nayak, Jayashree Mohan, Ramachandran Ramjee, Ashish Panwar
vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention. CoRR (2024)
Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma
Renee: End-To-End Training of Extreme Classification Models. MLSys (2023)
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
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. WSDM (2023)
Amey Agrawal, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee
SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills. CoRR (2023)
Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule. J. Mach. Learn. Res. 24 (2023)
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
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. CoRR (2022)
Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra
Varuna: scalable, low-cost training of massive deep learning models. EuroSys (2022)
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
Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads. CoRR (2022)
Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra
Varuna: Scalable, Low-cost Training of Massive Deep Learning Models. CoRR (2021)
Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
LRTuner: A Learning Rate Tuner for Deep Neural Networks. CoRR (2021)
Shubham Chaudhary, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Srinidhi Viswanatha
Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning. EuroSys (2020)
Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule. CoRR (2020)
Divam Gupta, Ramachandran Ramjee, Nipun Kwatra, Muthian Sivathanu
Unsupervised Clustering using Pseudo-semi-supervised Learning. ICLR (2020)
Shruti Tople, Karan Grover, Shweta Shinde, Ranjita Bhagwan, Ramachandran Ramjee
Privado: Practical and Secure DNN Inference. CoRR (2018)
Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou
Gandiva: Introspective Cluster Scheduling for Deep Learning. OSDI (2018)
Varun Jain, Mansi Goel, Mukulika Maity, Vinayak Naik, Ramachandran Ramjee
Scalable measurement of air pollution using COTS IoT devices. COMSNETS (2018)
Romil Bhardwaj, Gopi Krishna Tummala, Ganesan Ramalingam, Ramachandran Ramjee, Prasun Sinha
AutoCalib: Automatic Traffic Camera Calibration at Scale. ACM Trans. Sens. Networks 14 (3-4) (2018)
Romil Bhardwaj, Gopi Krishna Tummala, Ganesan Ramalingam, Ramachandran Ramjee, Prasun Sinha
Autocalib: automatic traffic camera calibration at scale. BuildSys@SenSys (2017)
Uma Parthavi Moravapalle, Amit Deshpande, Ashish Kapoor, Ramachandran Ramjee, Priya Ravi
Blood Count on a Smartphone Microscope: Challenges. HotMobile (2017)
Romil Bhardwaj, Krishna Chintalapudi, Ramachandran Ramjee
Skip-Correlation for Multi-Power Wireless Carrier Sensing. NSDI (2017)
Romil Bhardwaj, Gopi Krishna Tummala, Ganesan Ramalingam, Ramachandran Ramjee, Prasun Sinha
Autocalib: automatic traffic camera calibration at scale. BuildSys@SenSys (2017)
Apurv Bhartia, Deeparnab Chakrabarty, Krishna Chintalapudi, Lili Qiu, Bozidar Radunovic, Ramachandran Ramjee
IQ-Hopping: distributed oblivious channel selection for wireless networks. MobiHoc (2016)
Ramachandran Ramjee, Sumit Roy, Krishna Chintalapudi
A Critique of FCC'S TV White Space Regulations. GetMobile Mob. Comput. Commun. 20 (1) (2016)
Antonis Papadimitriou, Ranjita Bhagwan, Nishanth Chandran, Ramachandran Ramjee, Andreas Haeberlen, Harmeet Singh, Abhishek Modi, Saikrishna Badrinarayanan
Big Data Analytics over Encrypted Datasets with Seabed. OSDI (2016)
Daniel M. Batista, Gordon S. Blair, Fabio Kon, Raouf Boutaba, David Hutchison, Raj Jain, Ramachandran Ramjee, Christian Esteve Rothenberg
Perspectives on Software-Defined Networks: interviews with five leading scientists from the networking community. CoRR (2016)
Daniel M. Batista, Gordon S. Blair, Fabio Kon, Raouf Boutaba, David Hutchison, Raj Jain, Ramachandran Ramjee, Christian Esteve Rothenberg
Perspectives on software-defined networks: interviews with five leading scientists from the networking community. J. Internet Serv. Appl. 6 (1) (2015)
Ranjita Bhagwan, Rahul Kumar, Ramachandran Ramjee, George Varghese, Surjyakanta Mohapatra, Hemanth Manoharan, Piyush Shah
Adtributor: Revenue Debugging in Advertising Systems. NSDI (2014)
Neelesh B. Mehta, Ramachandran Ramjee, Sanjay Shakkottai
Message from TPC chairs. COMSNETS (2014)
Abhijnan Chakraborty, Vishnu Navda, Venkata N. Padmanabhan, Ramachandran Ramjee
LoadSense: Passively estimating cellular load. COMSNETS (2014)
Sahil Suneja, Vishnu Navda, Ramachandran Ramjee, Eyal de Lara
EnVi: energy efficient video player for mobiles. CellNet@MobiSys (2013)
Abhijnan Chakraborty, Vishnu Navda, Venkata N. Padmanabhan, Ramachandran Ramjee
Coordinating cellular background transfers using loadsense. MobiCom (2013)
Anshul Rai, Ramachandran Ramjee, Ashok Anand, Venkata N. Padmanabhan, George Varghese
MiG: Efficient Migration of Desktop VMs Using Semantic Compression. USENIX Annual Technical Conference (2013)
Krishna Chintalapudi, Bozidar Radunovic, Horia Vlad Balan, Michael Buettener, Srinivas Yerramalli, Vishnu Navda, Ramachandran Ramjee
WiFi-NC : WiFi Over Narrow Channels. NSDI (2012)
Pavan K. Athivarapu, Ranjita Bhagwan, Saikat Guha, Vishnu Navda, Ramachandran Ramjee, Dushyant Arora, Venkata N. Padmanabhan, George Varghese
RadioJockey: mining program execution to optimize cellular radio usage. MobiCom (2012)
Eugenio Magistretti, Krishna Kant Chintalapudi, Bozidar Radunovic, Ramachandran Ramjee
WiFi-Nano: reclaiming WiFi efficiency through 800 ns slots. MobiCom (2011)
Krishna Chintalapudi, Vishnu Navda, Ramachandran Ramjee, Venkata N. Padmanabhan, Chandra R. Murthy
SpecNet: Spectrum Sensing Sans Frontières. NSDI (2011)
Bhavish Agarwal, Pushkar Chitnis, Amit Dey, Kamal Jain, Vishnu Navda, Venkata N. Padmanabhan, Ramachandran Ramjee, Aaron Schulman, Neil Spring
Stratus: energy-efficient mobile communication using cloud support. SIGCOMM (2010)
Tathagata Das, Pradeep Padala, Venkata N. Padmanabhan, Ramachandran Ramjee, Kang G. Shin
LiteGreen: Saving Energy in Networked Desktops Using Virtualization. USENIX Annual Technical Conference (2010)
Bhavish Agarwal, Aditya Akella, Ashok Anand, Athula Balachandran, Pushkar Chitnis, Chitra Muthukrishnan, Ramachandran Ramjee, George Varghese
EndRE: An End-System Redundancy Elimination Service for Enterprises. NSDI (2010)
Eric Rozner, Vishnu Navda, Ramachandran Ramjee, Shravan K. Rayanchu
NAPman: network-assisted power management for wifi devices. MobiSys (2010)
Tathagata Das, Prashanth Mohan, Venkata N. Padmanabhan, Ramachandran Ramjee, Asankhaya Sharma
PRISM: platform for remote sensing using smartphones. MobiSys (2010)
Pranav Agrawal, Anurag Kumar, Joy Kuri, Manoj Kumar Panda, Vishnu Navda, Ramachandran Ramjee, Venkata N. Padmanabhan
Analytical models for energy consumption in infrastructure WLAN STAs carrying TCP traffic. COMSNETS (2010)
Aaron Schulman, Vishnu Navda, Ramachandran Ramjee, Neil Spring, Pralhad Deshpande, Calvin Grunewald, Kamal Jain, Venkata N. Padmanabhan
Bartendr: a practical approach to energy-aware cellular data scheduling. MobiCom (2010)
Ashish Sharma, Vishnu Navda, Ramachandran Ramjee, Venkata N. Padmanabhan, Elizabeth M. Belding
Cool-Tether: energy efficient on-the-fly wifi hot-spots using mobile phones. CoNEXT (2009)
Ashok Anand, Chitra Muthukrishnan, Aditya Akella, Ramachandran Ramjee
Redundancy in network traffic: findings and implications. SIGMETRICS/Performance (2009)
Pranav Agrawal, Anurag Kumar, Joy Kuri, Manoj K. Panda, Vishnu Navda, Ramachandran Ramjee
Analytical Models for Energy Consumption in Infrastructure WLAN STAs Carrying TCP Traffic CoRR (2009)
Erran L. Li, Richard Alimi, Ramachandran Ramjee, Harish Viswanathan, Yang Richard Yang
muNet: Harnessing Multiuser Capacity in Wireless Mesh Networks. INFOCOM (2009)
Ranveer Chandra, Sandeep Karanth, Thomas Moscibroda, Vishnu Navda, Jitendra Padhye, Ramachandran Ramjee, Lenin Ravindranath
DirCast: A Practical and Efficient Wi-Fi Multicast System. ICNP (2009)
Richard Alimi, Erran L. Li, Ramachandran Ramjee, Harish Viswanathan, Yang Richard Yang
iPack: in-Network Packet Mixing for High Throughput Wireless Mesh Networks. INFOCOM (2008)
Mun Choon Chan, Ramachandran Ramjee
Improving TCP/IP Performance over Third-Generation Wireless Networks. IEEE Trans. Mob. Comput. 7 (4) (2008)
Prashanth Mohan, Venkata N. Padmanabhan, Ramachandran Ramjee
Nericell: rich monitoring of road and traffic conditions using mobile smartphones. SenSys (2008)
Prashanth Mohan, Venkata N. Padmanabhan, Ramachandran Ramjee
Nericell: using mobile smartphones for rich monitoring of road and traffic conditions. SenSys (2008)
Li (Erran) Li, Richard Alimi, Ramachandran Ramjee, Jingpu Shi, Yanjun Sun, Harish Viswanathan, Yang Richard Yang
Superposition coding for wireless mesh networks. MobiCom (2007)
Haiyun Luo, Xiaoqiao Meng, Ramachandran Ramjee, Prasun Sinha, Erran L. Li
The Design and Evaluation of Unified Cellular and Ad Hoc Networks. IEEE Trans. Mob. Comput. 6 (9) (2007)
Erran L. Li, Ramachandran Ramjee, Milind M. Buddhikot, Scott C. Miller
Network Coding-Based Broadcast in Mobile Ad-hoc Networks. INFOCOM (2007)
Randeep Bhatia, Erran L. Li, Haiyun Luo, Ramachandran Ramjee
ICAM: Integrated Cellular and Ad Hoc Multicast. IEEE Trans. Mob. Comput. 5 (8) (2006)
Tian Bu, L. Li, Ramachandran Ramjee
Generalized Proportional Fair Scheduling in Third Generation Wireless Data Networks. INFOCOM (2006)
Ramachandran Ramjee, Furquan Ansari, Martin Havemann, T. V. Lakshman, Thyagarajan Nandagopal, Krishan K. Sabnani, Thomas Y. C. Woo
Separating control software from routers. COMSWARE (2006)
Tian Bu, Mun Choon Chan, Ramachandran Ramjee
Connectivity, Performance, and Resiliency of IP-Based CDMA Radio Access Networks. IEEE Trans. Mob. Comput. 5 (8) (2006)
Sneha Kumar Kasera, Ramachandran Ramjee, Sandra R. Thuel, Xin Wang
Congestion Control Policies for IP-Based CDMA Radio Access Networks. IEEE Trans. Mob. Comput. 4 (4) (2005)
Mun Choon Chan, Ramachandran Ramjee
TCP/IP Performance over 3G Wireless Links with Rate and Delay Variation. Wirel. Networks 11 (1-2) (2005)
Prasun Sinha, Yuval Shavitt, Ramachandran Ramjee, Danny Raz, Sneha Kumar Kasera
FairMAC: fair sharing of multi-access channels in WLAN hotspots. ICCCN (2005)
Xin Wang, Ramachandran Ramjee, Harish Viswanathan
Adaptive and predictive downlink resource management in next-generation CDMA networks. IEEE J. Sel. Areas Commun. 23 (6) (2005)
Tian Bu, Mun Choon Chan, Ramachandran Ramjee
Designing wireless radio access networks for third generation cellular networks. INFOCOM (2005)
Arunchandar Vasan, Ramachandran Ramjee, Thomas Y. C. Woo
ECHOS - enhanced capacity 802.11 hotspots. INFOCOM (2005)
Tian Bu, Mun Choon Chan, Ramachandran Ramjee
Connectivity, Performance, and Resiliency of IP-Based CDMA Radio Access Networks. INFOCOM (2004)
Xin Wang, Ramachandran Ramjee, Harish Viswanathan
Adaptive and Predictive Downlink Resource Management in Next Generation CDMA Networks. INFOCOM (2004)
Mun Choon Chan, Ramachandran Ramjee
Improving TCP/IP Performance over Third Generation Wireless Networks. INFOCOM (2004)
Sneha Kumar Kasera, Ramachandran Ramjee, Sandra R. Thuel, Xin Wang
Congestion Control Policies for IP-based CDMA Radio Access Networks. INFOCOM (2003)
Saar Pilosof, Ramachandran Ramjee, Danny Raz, Yuval Shavitt, Prasun Sinha
Understanding TCP fairness over Wireless LAN. INFOCOM (2003)
Haiyun Luo, Ramachandran Ramjee, Prasun Sinha, Li Li, Songwu Lu
UCAN: a unified cellular and ad-hoc network architecture. MobiCom (2003)
Ramachandran Ramjee, Kannan Varadhan, Luca Salgarelli, Sandra R. Thuel, Shie Yuan Wang, Thomas F. La Porta
HAWAII: a domain-based approach for supporting mobility in wide-area wireless networks. IEEE/ACM Trans. Netw. 10 (3) (2002)
Ramachandran Ramjee, Erran L. Li, Thomas F. La Porta, Sneha Kumar Kasera
IP Paging Service for Mobile Hosts. Wirel. Networks 8 (5) (2002)
Mun Choon Chan, Ramachandran Ramjee
TCP/IP performance over 3G wireless links with rate and delay variation. MobiCom (2002)
James Kempf, Claude Castelluccia, Pars Mutaf, Nobuyasu Nakajima, Yoshihiro Ohba, Ramachandran Ramjee, Yousuf Saifullah, Behçet Sarikaya, Xiaofeng Xu
Requirements and Functional Architecture for an IP Host Alerting Protocol. RFC 3154 (2001)
Ramachandran Ramjee, Li Li, Thomas F. La Porta, Sneha Kumar Kasera
IP paging service for mobile hosts. MobiCom (2001)
Ramachandran Ramjee, Thomas F. La Porta, Jim Kurose, Don Towsley
User agent migration policies in wireless networks. IEEE J. Sel. Areas Commun. 18 (11) (2000)
Thomas F. La Porta, Kazutaka Murakami, Ramachandran Ramjee
RIMA: Router for Integrated Mobile Access. PIMRC (2000)
Ramachandran Ramjee, Thomas F. La Porta, Luca Salgarelli, Sandra R. Thuel, Kannan Varadhan, Li Li
IP-based access network infrastructure for next-generation wireless data networks. IEEE Wirel. Commun. 7 (4) (2000)
Ramachandran Ramjee, Thomas F. La Porta, Sandra R. Thuel, Kannan Varadhan, Shie Yuan Wang
HAWAII: A Domain-based Approach for Supporting Mobility in Wide-Area Wireless Networks. ICNP (1999)
Ramachandran Ramjee, Thomas F. La Porta, James F. Kurose, Donald F. Towsley
Performance evaluation of connection rerouting schemes for ATM-based wireless networks. IEEE/ACM Trans. Netw. 6 (3) (1998)
Ramachandran Ramjee, Thomas F. La Porta, James F. Kurose, Donald F. Towsley
User Agent Migration Policies in Multimedia Wireless Networks. INFOCOM (1998)
Thomas F. La Porta, Ramachandran Ramjee, Thomas Y. C. Woo, Krishan K. Sabnani
Experiences with Network-Based User Agents for Mobile Applications. Mob. Networks Appl. 3 (2) (1998)
Thomas F. La Porta, Ramachandran Ramjee, R. Murakami, Richard W. Buskens, Yow-Jian Lin
Cluster mobile switching center for third generation wireless systems. PIMRC (1998)
Kazutaka Murakami, Richard W. Buskens, Ramachandran Ramjee, Yow-Jian Lin, Thomas F. La Porta
Design, Implementation, and Evaluation of Highly Available Distributed Call Processing Systems. FTCS (1998)
Ramachandran Ramjee, Donald F. Towsley, Ramesh Nagarajan
On optimal call admission control in cellular networks. Wirel. Networks 3 (1) (1997)
Ramachandran Ramjee, Ramesh Nagarajan, Donald F. Towsley
On Optimal Call Admission Control in Cellular Networks. INFOCOM (1996)
Malathi Veeraraghavan, Thomas F. La Porta, Ramachandran Ramjee
A distributed control strategy for wireless ATM networks. Wirel. Networks 1 (3) (1995)
Ramachandran Ramjee, Thomas F. La Porta, Malathi Veeraraghavan
The use of network-based migrating user agents for personal communication services. IEEE Wirel. Commun. 2 (6) (1995)
Thomas F. La Porta, Malathi Veeraraghavan, Philip A. Treventi, Ramachandran Ramjee
Distributed call processing for personal communications services. IEEE Commun. Mag. 33 (6) (1995)
Ramachandran Ramjee, James F. Kurose, Donald F. Towsley, Henning Schulzrinne
Adaptive Playout Mechanisms for Packetized Audio Applications in Wide-Area Networks. INFOCOM (1994)