Mudhakar Srivatsa

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 63

Top Venues

Publications

Adnan Hoque, Mudhakar Srivatsa, Chih-Chieh Yang, Raghu K. Ganti
TP-Aware Dequantization. CoRR (2024)
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. CoRR (2024)
Adnan Hoque, Less Wright, Jamie Yang, Mudhakar Srivatsa, Raghu K. Ganti
Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition. CoRR (2024)
Davis Wertheimer, Joshua Rosenkranz, Thomas P. Parnell, Sahil Suneja, Pavithra Ranganathan, Raghu K. Ganti, Mudhakar Srivatsa
Accelerating Production LLMs with Combined Token/Embedding Speculators. CoRR (2024)
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. SenSys (2023)
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
Rethinking Data-driven Networking with Foundation Models: Challenges and Opportunities. CoRR (2022)
Pengrui Quan, Wei-Han Lee, Mudhakar Srivatsa, Mani B. Srivastava
Enhancing Robustness in Federated Learning by Supervised Anomaly Detection. ICPR (2022)
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
Rethinking data-driven networking with foundation models: challenges and opportunities. HotNets (2022)
Mudhakar Srivatsa
ScaDL 2022 Invited Talk 2: AI/ML Pipelines using CodeFlare. IPDPS Workshops (2022)
Yuan Hong, Valérie Issarny, Surya Nepal, Mudhakar Srivatsa
Guest Editors' Introduction to the Joint Special Section on Secure and Emerging Collaborative Computing and Intelligent Systems. IEEE Trans. Dependable Secur. Comput. 18 (4) (2021)
Yuan Hong, Valérie Issarny, Surya Nepal, Mudhakar Srivatsa
Guest Editors' Introduction to the Joint Special Section on Secure and Emerging Collaborative Computing and Intelligent Systems. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Cai Davies, James R. Ashford, Luis Espinosa Anke, Alun D. Preece, Liam D. Turner, Roger M. Whitaker, Mudhakar Srivatsa, Diane Felmlee
Multi-Scale User Migration on Reddit. ICWSM Workshops (2021)
Wei-Han Lee, Steve Millman, Nirmit Desai, Mudhakar Srivatsa, Changchang Liu
NeuralFP: Out-of-distribution Detection using Fingerprints of Neural Networks. ICPR (2020)
Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa
State Action Separable Reinforcement Learning. IEEE BigData (2020)
Xuanzhe Liu, Mudhakar Srivatsa, Tao Sun
IEEE International Conference on Edge Computing (EDGE 2020) Message from the Chairs. EDGE (2020)
Franck Le, Mudhakar Srivatsa
Deriving Interpretable Rules for IoT Discovery Through Attention. ICIOT (2020)
Liang Ma, Ziyao Zhang, Mudhakar Srivatsa
Neural Network Tomography. CoRR (2020)
Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa
State Action Separable Reinforcement Learning. CoRR (2020)
Oytun Ulutan, Swati Rallapalli, Mudhakar Srivatsa, Carlos Torres, B. S. Manjunath
Actor Conditioned Attention Maps for Video Action Detection. WACV (2020)
Dakshi Agrawal, Raghu K. Ganti, Jeff Jonas, Mudhakar Srivatsa
STB: space time boxes. CCF Trans. Pervasive Comput. Interact. 1 (2) (2019)
Dinesh C. Verma, Seraphin B. Calo, Elisa Bertino, Geeth de Mel, Mudhakar Srivatsa
Generating Client Side Policies for Cyber-Physical Safety. ICCCN (2019)
Kisung Lee, Ling Liu, Raghu K. Ganti, Mudhakar Srivatsa, Qi Zhang, Yang Zhou, Qingyang Wang
Lightweight Indexing and Querying Services for Big Spatial Data. IEEE Trans. Serv. Comput. 12 (3) (2019)
Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin
SENSE: Semantically Enhanced Node Sequence Embedding. CoRR (2019)
Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin
SENSE: Semantically Enhanced Node Sequence Embedding. IEEE BigData (2019)
Nirmit Desai, Linsong Chu, Raghu K. Ganti, Sebastian Stein, Mudhakar Srivatsa
neuralRank: Searching and ranking ANN-based model repositories. CoRR (2019)
Franck Le, Mudhakar Srivatsa, Krishna Kesari Reddy, Kaushik Roy
Using Graphical Models as Explanations in Deep Neural Networks. MASS (2019)
Chris Simpkin, Ian J. Taylor, Graham A. Bent, Geeth de Mel, Swati Rallapalli, Liang Ma, Mudhakar Srivatsa
Constructing distributed time-critical applications using cognitive enabled services. Future Gener. Comput. Syst. 100 (2019)
Linsong Chu, Ramya Raghavendra, Mudhakar Srivatsa, Alun D. Preece, Daniel Harborne
Feature Importance Identification through Bottleneck Reconstruction. ICCC (2019)
Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa, Sebastian Stein
NN-SAR: A Neural Network Approach for Spatial AutoRegression. PerCom Workshops (2019)
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
Performance Bounds of Decentralized Search in Expert Networks for Query Answering. ACM Trans. Knowl. Discov. Data 13 (2) (2019)
Christopher Streiffer, Ramya Raghavendra, Theophilus Benson, Mudhakar Srivatsa
Learning to Simplify Distributed Systems Management. IEEE BigData (2018)
ShreeRanjani SrirangamSridharan, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin
Doc2Img: A New Approach to Vectorization of Documents. FUSION (2018)
ShreeRanjani SrirangamSridharan, Oytun Ulutan, Shehzad Noor Taus Priyo, Swati Rallapalli, Mudhakar Srivatsa
Object Localization and Size Estimation from RGB-D Images. CoRR (2018)
Yeon-sup Lim, Mudhakar Srivatsa, Supriyo Chakraborty, Ian J. Taylor
Learning Light-Weight Edge-Deployable Privacy Models. IEEE BigData (2018)
Nirmit Desai, Raghu K. Ganti, Heesung Kwon, Ian J. Taylor, Mudhakar Srivatsa
Unsupervised Estimation of Domain Applicability of Models. MILCOM (2018)
Oytun Ulutan, Swati Rallapalli, Mudhakar Srivatsa, B. S. Manjunath
Actor Conditioned Attention Maps for Video Action Detection. CoRR (2018)
Saritha Arunkumar, Mudhakar Srivatsa, Elisa Bertino
Learning information release policies for preventing intersection attacks. MILCOM (2017)
Anthony Etuk, Timothy J. Norman, Murat Sensoy, Mudhakar Srivatsa
How to trust a few among many. Auton. Agents Multi Agent Syst. 31 (3) (2017)
Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa
SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering. ICDCS (2017)
Shen Li, Md. Tanvir Al Amin, Raghu K. Ganti, Mudhakar Srivatsa, Shanhao Hu, Yiran Zhao, Tarek F. Abdelzaher
Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections. ICDCS (2017)
Saritha Arunkumar, Berker Soyluoglu, Murat Sensoy, Mudhakar Srivatsa, Muttukrishnan Rajarajan
Location attestation and access control for mobile devices using GeoXACML. J. Netw. Comput. Appl. 80 (2017)
Mudhakar Srivatsa, Raghu K. Ganti, Prasant Mohapatra
On the Limits of Subsampling of Location Traces. ICDCS (2017)
Yiran Zhao, Shuochao Yao, Shaohan Hu, Shiyu Chang, Raghu K. Ganti, Mudhakar Srivatsa, Shen Li, Tarek F. Abdelzaher
On the improvement of classifying EEG recordings using neural networks. IEEE BigData (2017)
Antara Palit, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin
Identifying sensor accesses from service descriptions. IEEE BigData (2017)
Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery. WACV (2017)
Christopher Streiffer, Ramya Raghavendra, Theophilus Benson, Mudhakar Srivatsa
Darnet: a deep learning solution for distracted driving detection. Middleware Industry (2017)
Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Raheem A. Beyah
Structural Data De-Anonymization: Theory and Practice. IEEE/ACM Trans. Netw. 24 (6) (2016)
Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
Entity reconciliation in a multi-camera network. ICDCN (2016)
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
Query Answering Efficiency in Expert Networks Under Decentralized Search. CIKM (2016)
Arlei Silva, Ramya Raghavendra, Mudhakar Srivatsa, Ambuj K. Singh
Prediction-based Online Trajectory Compression. CoRR (2016)
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
On the Efficiency of Decentralized Search in Expert Networks. ICDCS (2016)
Yongzhi Wang, Jinpeng Wei, Mudhakar Srivatsa, Yucong Duan, Wencai Du
IntegrityMR: Exploring Result Integrity Assurance Solutions for Big Data Computing Applications. Int. J. Networked Distributed Comput. 4 (2) (2016)
Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan
Distributed Representations of Expertise. SDM (2016)
Saritha Arunkumar, Mudhakar Srivatsa, Berker Soyluoglu, Murat Sensoy, Federico Cerutti
Privacy enforcement through policy extension. MILCOM (2016)
Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Jing (Selena) He, Raheem A. Beyah
General Graph Data De-Anonymization: From Mobility Traces to Social Networks. ACM Trans. Inf. Syst. Secur. 18 (4) (2016)
Palanivel A. Kodeswaran, Ravi Kokku, Sayandeep Sen, Mudhakar Srivatsa
Idea: A System for Efficient Failure Management in Smart IoT Environments. MobiSys (2016)
Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan
Improving Semantic Parsing via Answer Type Inference. EMNLP (2016)
Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery. CoRR (2016)
Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan
On Generating Characteristic-rich Question Sets for QA Evaluation. EMNLP (2016)
Ramya Raghavendra, Pranita Dewan, Mudhakar Srivatsa
Unifying HDFS and GPFS: Enabling Analytics on Software-Defined Storage. Middleware (2016)
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
Decentralized search in expert networks: Generic models and performance bounds. ICNP (2016)
Raghu K. Ganti, Mudhakar Srivatsa, Dakshi Agrawal, Petros Zerfos, Jorge Ortiz
MP-trie: Fast Spatial Queries on Moving Objects. Middleware Industry (2016)
Dajung Lee, Roger Moussalli, Sameh W. Asaad, Mudhakar Srivatsa
Spatial Predicates Evaluation in the Geohash Domain Using Reconfigurable Hardware. FCCM (2016)
Roger Moussalli, Mudhakar Srivatsa, Sameh W. Asaad
Fast and Flexible Conversion of Geohash Codes to and from Latitude/Longitude Coordinates. FCCM (2015)
Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan
Exploiting Relevance Feedback in Knowledge Graph Search. KDD (2015)
Ziyu Guan, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Xifeng Yan
Fine-Grained Knowledge Sharing in Collaborative Environments. IEEE Trans. Knowl. Data Eng. 27 (8) (2015)
Md. Tanvir Al Amin, Shen Li, Muntasir Raihan Rahman, Panindra Tumkur Seetharamu, Shiguang Wang, Tarek F. Abdelzaher, Indranil Gupta, Mudhakar Srivatsa, Raghu K. Ganti, Reaz Ahmed, Hieu Khac Le
Social Trove: A Self-Summarizing Storage Service for Social Sensing. ICAC (2015)
Yaoping Ruan, Nikos Anerousis, Mudhakar Srivatsa, Jin Xiao, R. Todd Christner, Luis Farrolas, John Short
Measuring enterprise network usage pattern & deploying passive optical LANs. IM (2015)
Mohammad Hosseini, Nooreddin Naghibolhosseini, Amotz Barnoy, Peter Terlecky, Hengchang Liu, Shaohan Hu, Shiguang Wang, Md. Tanvir Al Amin, Lu Su, Dong Wang, Ramesh Govindan, Raghu K. Ganti, Mudhakar Srivatsa, Charu C. Aggarwal, Tarek F. Abdelzaher, Siyu Gu, Chenji Pan
Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response. CoRR (2015)
M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa
Picking vs. Guessing Secrets: A Game-Theoretic Analysis (Technical Report). CoRR (2015)
Shen Li, Shaohan Hu, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
Pyro: A Spatial-Temporal Big-Data Storage System. USENIX Annual Technical Conference (2015)
Saritha Arunkumar, Murat Sensoy, Mudhakar Srivatsa, Muttukrishnan Rajarajan
Reasoning with streamed uncertain information from unreliable sources. Expert Syst. Appl. 42 (22) (2015)
Saritha Arunkumar, Mudhakar Srivatsa, Murat Sensoy, Muttukrishnan Rajarajan
Global attestation of location in mobile devices. MILCOM (2015)
Saritha Arunkumar, Mudhakar Srivatsa, Muttukrishnan Rajarajan
A review paper on preserving privacy in mobile environments. J. Netw. Comput. Appl. 53 (2015)
M. H. R. Khouzani, Piotr Mardziel, Carlos Cid, Mudhakar Srivatsa
Picking vs. Guessing Secrets: A Game-Theoretic Analysis. CSF (2015)
Wei Gao, Guohong Cao, Arun Iyengar, Mudhakar Srivatsa
Cooperative Caching for Efficient Data Access in Disruption Tolerant Networks. IEEE Trans. Mob. Comput. 13 (3) (2014)
Siyu Gu, Chenji Pan, Hengchang Liu, Shen Li, Shaohan Hu, Lu Su, Shiguang Wang, Dong Wang, Md. Tanvir Al Amin, Ramesh Govindan, Charu C. Aggarwal, Raghu K. Ganti, Mudhakar Srivatsa, Amotz Barnoy, Peter Terlecky, Tarek F. Abdelzaher
Data Extrapolation in Social Sensing for Disaster Response. DCOSS (2014)
Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Raheem A. Beyah
Structural Data De-anonymization: Quantification, Practice, and Implications. CCS (2014)
Bo Zong, Ramya Raghavendra, Mudhakar Srivatsa, Xifeng Yan, Ambuj K. Singh, Kang-Won Lee
Cloud service placement via subgraph matching. ICDE (2014)
Elisa Bertino, Dimitrios Georgakopoulos, Surya Nepal, Mudhakar Srivatsa, Alessandro Vinciarelli
Guest Editorial: Selected Papers from IEEE IEEE/EAI CollaborateCom 2013. EAI Endorsed Trans. Collab. Comput. 1 (1) (2014)
Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
On Limits of Travel Time Predictions: Insights from a New York City Case Study. ICDCS (2014)
Saritha Arunkumar, Mudhakar Srivatsa, Muttukrishnan Rajarajan
Location Security - Where to Enforce? MILCOM (2014)
Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
Efficient spatial query processing for big data. SIGSPATIAL/GIS (2014)
Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
When twitter meets foursquare: tweet location prediction using foursquare. MobiQuitous (2014)
Dong-Anh Nguyen, Tarek F. Abdelzaher, Steven A. Borbash, Xuan-Hong Dang, Raghu K. Ganti, Ambuj K. Singh, Mudhakar Srivatsa
On Critical Event Observability Using Social Networks: A Disaster Monitoring Perspective. MILCOM (2014)
Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, Xifeng Yan
Analyzing expert behaviors in collaborative networks. KDD (2014)
Mudhakar Srivatsa, Raghu K. Ganti, Steven A. Borbash, Dakshi Agrawal
A BSP approach to composite network analysis. PerCom Workshops (2014)
Jing Zhao, Xiaomei Zhang, Guohong Cao, Mudhakar Srivatsa, Xifeng Yan
Expertise-Based Data Access in Content-Centric Mobile Opportunistic Networks. MASS (2014)
Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Jing (Selena) He, Raheem A. Beyah
Structure Based Data De-Anonymization of Social Networks and Mobility Traces. ISC (2014)
Raghu K. Ganti, Mudhakar Srivatsa, Hengchang Liu, Tarek F. Abdelzaher
Spatio-temporal Spread of Events in Social Networks: A Gas Shortage Case Study. MILCOM (2013)
Anthony Etuk, Timothy J. Norman, Murat Sensoy, Chatschik Bisdikian, Mudhakar Srivatsa
TIDY: A trust-based approach to information fusion through diversity. FUSION (2013)
Yinghui Wu, Shengqi Yang, Mudhakar Srivatsa, Arun Iyengar, Xifeng Yan
Summarizing Answer Graphs Induced by Keyword Queries. Proc. VLDB Endow. 6 (14) (2013)
M. Zubair Shafiq, Franck Le, Mudhakar Srivatsa, Alex X. Liu
Cross-path inference attacks on multipath TCP. HotNets (2013)
Mudhakar Srivatsa, Raghu K. Ganti, Jingjing Wang, Vinay Kolar
Map matching: facts and myths. SIGSPATIAL/GIS (2013)
Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Prasant Mohapatra
Spatio-temporal provenance: Identifying location information from unstructured text. PerCom Workshops (2013)
Yongzhi Wang, Jinpeng Wei, Mudhakar Srivatsa, Yucong Duan, Wencai Du
IntegrityMR: Integrity assurance framework for big data analytics and management applications. IEEE BigData (2013)
Saritha Arunkumar, Mudhakar Srivatsa, David Braines, Murat Sensoy
Assessing trust over uncertain rules and streaming data. FUSION (2013)
Raghu K. Ganti, Mudhakar Srivatsa, Anand Ranganathan, Jiawei Han
Inferring human mobility patterns from taxicab location traces. UbiComp (2013)
Xin Chen, Harshal Patankar, Sencun Zhu, Mudhakar Srivatsa, Jeff Opper
Zigzag: Partial mutual revocation based trust management in tactical ad hoc networks. SECON (2013)
Petros Zerfos, Mudhakar Srivatsa, Hao Yu, D. Dennerline, Hubertus Franke, Dakshi Agrawal
Platform and applications for massive-scale streaming network analytics. IBM J. Res. Dev. 57 (3/4) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mudhakar Srivatsa