Ramesh K. Sitaraman

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 85

Top Venues

Publications

Ali Zeynali, Mohammad H. Hajiesmaili, Ramesh K. Sitaraman
BOLA360: Near-optimal View and Bitrate Adaptation for 360-degree Video Streaming. MMSys (2024)
Sohaib Ahmad, Hui Guan, Brian D. Friedman, Thomas Williams, Ramesh K. Sitaraman, Thomas Y. C. Woo
Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling. ASPLOS (1) (2024)
Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. e-Energy (2024)
Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. CoRR (2024)
Lingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BONES: Near-Optimal Neural-Enhanced Video Streaming. SIGMETRICS/Performance (Abstracts) (2024)
Sohaib Ahmad, Hui Guan, Ramesh K. Sitaraman
Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling. CoRR (2024)
Lingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BONES: Near-Optimal Neural-Enhanced Video Streaming. Proc. ACM Meas. Anal. Comput. Syst. 8 (2) (2024)
Tianyu Chen, Yiheng Lin, Nicolas Christianson, Zahaib Akhtar, Sharath Dharmaji, Mohammad Hajiesmaili, Adam Wierman, Ramesh K. Sitaraman
SODA: An Adaptive Bitrate Controller for Consistent High-Quality Video Streaming. SIGCOMM (2024)
Mingyuan Wu, Yuhan Lu, Shiv Trivedi, Bo Chen, Qian Zhou, Lingdong Wang, Simran Singh, Michael Zink, Ramesh K. Sitaraman, Jacob Chakareski, Klara Nahrstedt
Interactive Scene Graph Analysis for Future Intelligent Teleconferencing Systems. ISM (2023)
Qian Zhou, Mingyuan Wu, Yinjie Zhang, Michael Zink, Ramesh K. Sitaraman, Klara Nahrstedt
360TripleView: 360-Degree Video View Management System Driven by Convergence Value of Viewing Preferences. ISM (2023)
Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing. CoRR (2023)
Ali Zeynali, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BOLA360: Near-optimal View and Bitrate Adaptation for 360-degree Video Streaming. CoRR (2023)
Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, Ramesh K. Sitaraman
GRADES: Gradient Descent for Similarity Caching. IEEE/ACM Trans. Netw. 31 (1) (2023)
Diptyaroop Maji, Ben Pfaff, Vipin P. R, Rajagopal Sreenivasan, Victor Firoiu, Sreeram Iyer, Colleen Josephson, Zhelong Pan, Ramesh K. Sitaraman
Bringing Carbon Awareness to Multi-cloud Application Delivery. HotCarbon (2023)
Dhruv Kumar, Sohaib Ahmad, Abhishek Chandra, Ramesh K. Sitaraman
AggFirstJoin: Optimizing Geo-Distributed Joins using Aggregation-Based Transformations. CCGrid (2023)
Ramesh K. Sitaraman
Opening the Door to SSD Algorithmics: Technical Perspective. Commun. ACM 66 (7) (2023)
Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Applied Online Algorithms with Heterogeneous Predictors. ICML (2023)
Lingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman
BONES: Near-Optimal Neural-Enhanced Video Streaming. CoRR (2023)
Qian Zhou, Michael Zink, Ramesh K. Sitaraman, Klara Nahrstedt
360TripleView: 360-Degree Video View Management System Driven by Convergence Value of Viewing Preferences. CoRR (2023)
Jiayi Chen, Nihal Sharma, Tarannum Khan, Shu Liu, Brian Chang, Aditya Akella, Sanjay Shakkottai, Ramesh K. Sitaraman
Darwin: Flexible Learning-based CDN Caching. SIGCOMM (2023)
Dhruv Kumar, Sohaib Ahmad, Abhishek Chandra, Ramesh K. Sitaraman
AggFirstJoin: Optimizing Geo-Distributed Joins using Aggregation-Based Transformations. CCGridW (2023)
Shivi Vats, Jounsup Park, Klara Nahrstedt, Michael Zink, Ramesh K. Sitaraman, Hermann Hellwagner
Semantic-Aware View Prediction for 360-Degree Videos at the 5G Edge. ISM (2022)
Juncheng Yang, Anirudh Sabnis, Daniel S. Berger, K. V. Rashmi, Ramesh K. Sitaraman
C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery. NSDI (2022)
Diptyaroop Maji, Ramesh K. Sitaraman, Prashant J. Shenoy
DACF: day-ahead carbon intensity forecasting of power grids using machine learning. e-Energy (2022)
Russell Lee, Yutao Zhou, Lin Yang, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman
Competitive Bidding Strategies for Online Linear Optimization with Inventory Management Constraints. SIGMETRICS Perform. Evaluation Rev. 49 (3) (2022)
Anirudh Sabnis, Ramesh K. Sitaraman
JEDI: model-driven trace generation for cache simulations. IMC (2022)
Dhruv Kumar, Joel Wolfrath, Abhishek Chandra, Ramesh K. Sitaraman
Towards WAN-aware join sampling over geo-distributed data. EdgeSys@EuroSys (2022)
Lingdong Wang, Mohammad H. Hajiesmaili, Jacob Chakareski, Ramesh K. Sitaraman
CU-Net: Efficient Point Cloud Color Upsampling Network. CoRR (2022)
Diptyaroop Maji, Prashant J. Shenoy, Ramesh K. Sitaraman
CarbonCast: multi-day forecasting of grid carbon intensity. BuildSys@SenSys (2022)
Lin Yang, Ali Zeynali, Mohammad H. Hajiesmaili, Ramesh K. Sitaraman, Don Towsley
Competitive Algorithms for Online Multidimensional Knapsack Problems. SIGMETRICS (Abstracts) (2022)
Russell Lee, Yutao Zhou, Lin Yang, Mohammad H. Hajiesmaili, Ramesh K. Sitaraman
Competitive bidding strategies for online linear optimization with inventory management constraints. Perform. Evaluation 152 (2021)
Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. SoCC (2021)
Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. CoRR (2021)
Dhruv Kumar, Sohaib Ahmad, Abhishek Chandra, Ramesh K. Sitaraman
AggNet: Cost-Aware Aggregation Networks for Geo-distributed Streaming Analytics. SEC (2021)
Lin Yang, Ali Zeynali, Mohammad H. Hajiesmaili, Ramesh K. Sitaraman, Don Towsley
Competitive Algorithms for Online Multidimensional Knapsack Problems. Proc. ACM Meas. Anal. Comput. Syst. 5 (3) (2021)
Xiao Zhang, Tanmoy Sen, Zheyuan Zhang, Tim April, Balakrishnan Chandrasekaran, David R. Choffnes, Bruce M. Maggs, Haiying Shen, Ramesh K. Sitaraman, Xiaowei Yang
AnyOpt: predicting and optimizing IP Anycast performance. SIGCOMM (2021)
Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, Ramesh K. Sitaraman
GRADES: Gradient Descent for Similarity Caching. INFOCOM (2021)
Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman
Leveraging Different Types of Predictors for Online Optimization (Invited Paper). CISS (2021)
Mirko Palmer, Malte Appel, Kevin Spiteri, Balakrishnan Chandrasekaran, Anja Feldmann, Ramesh K. Sitaraman
VOXEL: cross-layer optimization for video streaming with imperfect transmission. CoNEXT (2021)
Russell Lee, Jessica Maghakian, Mohammad H. Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Online Peak-Aware Energy Scheduling with Untrusted Advice. e-Energy (2021)
Lingdong Wang, Mohammad H. Hajiesmaili, Ramesh K. Sitaraman
FOCAS: Practical Video Super Resolution using Foveated Rendering. ACM Multimedia (2021)
Anirudh Sabnis, Ramesh K. Sitaraman
TRAGEN: a synthetic trace generator for realistic cache simulations. Internet Measurement Conference (2021)
Vadim Kirilin, Aditya Sundarrajan, Sergey Gorinsky, Ramesh K. Sitaraman
RL-Cache: Learning-Based Cache Admission for Content Delivery. IEEE J. Sel. Areas Commun. 38 (10) (2020)
Jounsup Park, Mingyuan Wu, Eric Lee, Klara Nahrstedt, Yash Shah, Arielle Rosenthal, John Murray, Kevin Spiteri, Michael Zink, Ramesh K. Sitaraman
Video 360 Content Navigation for Mobile HMD Devices. ACM Multimedia (2020)
Jounsup Park, Mingyuan Wu, Kuan-Ying Lee, Bo Chen, Klara Nahrstedt, Michael Zink, Ramesh K. Sitaraman
SEAWARE: Semantic Aware View Prediction System for 360-degree Video Streaming. ISM (2020)
Yunzhuo Liu, Bo Jiang, Tian Guo, Ramesh K. Sitaraman, Don Towsley, Xinbing Wang
Grad: Learning for Overhead-aware Adaptive Video Streaming with Scalable Video Coding. ACM Multimedia (2020)
Kevin Spiteri, Rahul Urgaonkar, Ramesh K. Sitaraman
BOLA: Near-Optimal Bitrate Adaptation for Online Videos. IEEE/ACM Trans. Netw. 28 (4) (2020)
Lin Yang, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman, Adam Wierman, Enrique Mallada, Wing Shing Wong
Online Linear Optimization with Inventory Management Constraints. Proc. ACM Meas. Anal. Comput. Syst. 4 (1) (2020)
Lin Yang, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman, Adam Wierman, Enrique Mallada, Wing Shing Wong
Online Linear Optimization with Inventory Management Constraints. SIGMETRICS (Abstracts) (2020)
Dan Wang, Arun Vishwanath, Ramesh K. Sitaraman, Iven Mareels
Organizing Virtual Conferences through Mirrors: The ACM e-Energy 2020 Experience. CoRR (2020)
Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman
Optimizing Timeliness and Cost in Geo-Distributed Streaming Analytics. IEEE Trans. Cloud Comput. 8 (1) (2020)
Kyle Schomp, Onkar Bhardwaj, Eymen Kurdoglu, Mashooq Muhaimen, Ramesh K. Sitaraman
Akamai DNS: Providing Authoritative Answers to the World's Queries. SIGCOMM (2020)
Aditya Sundarrajan, Mangesh Kasbekar, Ramesh K. Sitaraman, Samta Shukla
Midgress-aware traffic provisioning for content delivery. USENIX Annual Technical Conference (2020)
Aaron Paulos, Soura Dasgupta, Jacob Beal, Yuanqiu Mo, Khoi D. Hoang, Lyles J. Bryan, Partha P. Pal, Richard E. Schantz, Jon Schewe, Ramesh K. Sitaraman, Alexander Wald, Christabel Wayllace, William Yeoh
A Framework for Self-Adaptive Dispersal of Computing Services. FAS*W@SASO/ICAC (2019)
Michael Zink, Ramesh K. Sitaraman, Klara Nahrstedt
Scalable 360° Video Stream Delivery: Challenges, Solutions, and Opportunities. Proc. IEEE 107 (4) (2019)
Kevin Spiteri, Ramesh K. Sitaraman, Daniel Sparacio
From Theory to Practice: Improving Bitrate Adaptation in the DASH Reference Player. ACM Trans. Multim. Comput. Commun. Appl. 15 (2s) (2019)
Hamed R. Bonab, James Allan, Ramesh K. Sitaraman
Simulating CLIR Translation Resource Scarcity using High-resource Languages. ICTIR (2019)
Dhruv Kumar, Jian Li, Abhishek Chandra, Ramesh K. Sitaraman
A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics. SIGMETRICS (Abstracts) (2019)
Dhruv Kumar, Jian Li, Abhishek Chandra, Ramesh K. Sitaraman
A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics. Proc. ACM Meas. Anal. Comput. Syst. 3 (2) (2019)
Sohaib Ahmad, Arielle Rosenthal, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman
Learning from Optimal: Energy Procurement Strategies for Data Centers. e-Energy (2019)
Vani Gupta, Prashant J. Shenoy, Ramesh K. Sitaraman
Combining Renewable Solar and Open Air Cooling for Greening Internet-Scale Distributed Networks. e-Energy (2019)
Vadim Kirilin, Aditya Sundarrajan, Sergey Gorinsky, Ramesh K. Sitaraman
RL-Cache: Learning-Based Cache Admission for Content Delivery. NetAI@SIGCOMM (2019)
Lin Yang, Mohammad Hassan Hajiesmaili, Ramesh K. Sitaraman, Enrique Mallada, Wing Shing Wong, Adam Wierman
Online Inventory Management with Application to Energy Procurement in Data Centers. CoRR (2019)
Vani Gupta, Prashant J. Shenoy, Ramesh K. Sitaraman
Efficient solar provisioning for net-zero Internet-scale distributed networks. COMSNETS (2018)
Kevin Spiteri, Ramesh K. Sitaraman, Daniel Sparacio
From theory to practice: improving bitrate adaptation in the DASH reference player. MMSys (2018)
Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman
Adaptive TTL-Based Caching for Content Delivery. IEEE/ACM Trans. Netw. 26 (3) (2018)
Anirudh Sabnis, Ramesh K. Sitaraman, Donald F. Towsley
OCCAM: An Optimization Based Approach to Network Inference. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Anirudh Sabnis, Ramesh K. Sitaraman, Donald F. Towsley
OCCAM: An Optimization-Based Approach to Network Inference. CoRR (2018)
Aditya Sundarrajan, Mingdong Feng, Mangesh Kasbekar, Ramesh K. Sitaraman
Footprint Descriptors: Theory and Practice of Cache Provisioning in a Global CDN. CoNEXT (2017)
Bruce Spang, Anirudh Sabnis, Ramesh K. Sitaraman, Donald F. Towsley, Brian DeCleene
MON: Mission-optimized overlay networks. INFOCOM (2017)
Tan N. Le, Jie Liang, Zhenhua Liu, Ramesh K. Sitaraman, Jayakrishnan Nair, Bong Jun Choi
Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman
Adaptive TTL-Based Caching for Content Delivery. CoRR (2017)
Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai, Ramesh K. Sitaraman
Adaptive TTL-Based Caching for Content Delivery. SIGMETRICS (Abstracts) (2017)
Tan N. Le, Jie Liang, Zhenhua Liu, Ramesh K. Sitaraman, Jayakrishnan Nair, Bong Jun Choi
Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Mostafa Dehghan, Bo Jiang, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman
On the Complexity of Optimal Request Routing and Content Caching in Heterogeneous Cache Networks. IEEE/ACM Trans. Netw. 25 (3) (2017)
Bruce Spang, Anirudh Sabnis, Ramesh K. Sitaraman, Don Towsley, Brian DeCleene
MON: Mission-optimized Overlay Networks. CoRR (2017)
Daniel S. Berger, Ramesh K. Sitaraman, Mor Harchol-Balter
AdaptSize: Orchestrating the Hot Object Memory Cache in a Content Delivery Network. NSDI (2017)
Amr Rizk, Michael Zink, Ramesh K. Sitaraman
Model-based design and analysis of cache hierarchies. Networking (2017)
Chang Liu, Ramesh K. Sitaraman, Don Towsley
Go-with-the-winner: Performance based client-side server selection. Networking (2016)
Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman, Jon B. Weissman
End-to-End Optimization for Geo-Distributed MapReduce. IEEE Trans. Cloud Comput. 4 (3) (2016)
Vani Gupta, Stephen Lee, Prashant J. Shenoy, Ramesh K. Sitaraman, Rahul Urgaonkar
How to cool internet-scale distributed networks on the cheap. e-Energy (2016)
Aditya Sundarrajan, Mangesh Kasbekar, Ramesh K. Sitaraman
Energy-efficient disk caching for content delivery. e-Energy (2016)
Kevin Spiteri, Rahul Urgaonkar, Ramesh K. Sitaraman
BOLA: Near-Optimal Bitrate Adaptation for Online Videos. CoRR (2016)
Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman
Trading Timeliness and Accuracy in Geo-Distributed Streaming Analytics. SoCC (2016)
Kevin Spiteri, Rahul Urgaonkar, Ramesh K. Sitaraman
BOLA: Near-optimal bitrate adaptation for online videos. INFOCOM (2016)
Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman
Optimizing Grouped Aggregation in Geo-Distributed Streaming Analytics. HPDC (2015)
Vimal Mathew, Ramesh K. Sitaraman, Prashant J. Shenoy
Energy-efficient content delivery networks using cluster shutdown. Sustain. Comput. Informatics Syst. 6 (2015)
Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman
On the complexity of optimal routing and content caching in heterogeneous networks. INFOCOM (2015)
Ramesh K. Sitaraman, Fangfei Chen, Marcelo Torres
End-User Mapping: Next Generation Request Routing for Content Delivery. Computer Communication Review (2015)
Stephen Lee, Rahul Urgaonkar, Ramesh K. Sitaraman, Prashant J. Shenoy
Cost Minimization Using Renewable Cooling and Thermal Energy Storage in CDNs. ICAC (2015)
Bruce M. Maggs, Ramesh K. Sitaraman
Algorithmic Nuggets in Content Delivery. Comput. Commun. Rev. 45 (3) (2015)
Aditya Kumar Mishra, Ramesh K. Sitaraman, David E. Irwin, Ting Zhu, Prashant J. Shenoy, Bhavana Dalvi, Stephen Lee
Integrating Energy Storage in Electricity Distribution Networks. e-Energy (2015)
Vani Gupta, Stephen Lee, Prashant J. Shenoy, Ramesh K. Sitaraman, Rahul Urgaonkar
Towards Cooling Internet-Scale Distributed Networks on the Cheap. SIGMETRICS (2015)
Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman
Towards Optimizing Wide-Area Streaming Analytics. IC2E (2015)
Dilip Kumar Krishnappa, Michael Zink, Ramesh K. Sitaraman
Optimizing the video transcoding workflow in content delivery networks. MMSys (2015)
Fangfei Chen, Ramesh K. Sitaraman, Marcelo Torres
End-User Mapping: Next Generation Request Routing for Content Delivery. SIGCOMM (2015)
David Gillman, Yin Lin, Bruce M. Maggs, Ramesh K. Sitaraman
Protecting Websites from Attack with Secure Delivery Networks. Computer 48 (4) (2015)
Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman
On the Complexity of Optimal Routing and Content Caching in Heterogeneous Networks. CoRR (2015)
Xin He, Prashant J. Shenoy, Ramesh K. Sitaraman, David E. Irwin
Cutting the Cost of Hosting Online Services Using Cloud Spot Markets. HPDC (2015)
Syed Hasan, Sergey Gorinsky, Constantine Dovrolis, Ramesh K. Sitaraman
Trade-offs in optimizing the cache deployments of CDNs. INFOCOM (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ramesh K. Sitaraman