Compressing the Incompressible with ISABELA: In-situ Reduction of Spatio-temporal Data. - Sriram Lakshminarasimhan; Neil Shah; Stéphane Ethier; Scott Klasky; Robert Latham; Robert B. Ross; Nagiza F. Samatova (Euro-Par (1), 2011)

S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled Accuracy. - Ye Jin; Sriram Lakshminarasimhan; Neil Shah; Zhenhuan Gong; Choong-Seock Chang; Jackie Chen; Stéphane Ethier; Hemanth Kolla; Seung-Hoe Ku; Scott Klasky; Robert Latham; Robert B. Ross; et al. (ICDM, 2011)

ISABELA-QA: query-driven analytics with ISABELA-compressed extreme-scale scientific data. - Sriram Lakshminarasimhan; John Jenkins; Isha Arkatkar; Zhenhuan Gong; Hemanth Kolla; Seung-Hoe Ku; Stéphane Ethier; Jackie Chen; Choong-Seock Chang; Scott Klasky; Robert Latham; Robert B. Ross; et al. (SC, 2011)

Improving I/O Throughput with PRIMACY: Preconditioning ID-Mapper for Compressing Incompressibility. - Neil Shah; Eric R. Schendel; Sriram Lakshminarasimhan; Saurabh V. Pendse; Terry Rogers; Nagiza F. Samatova (CLUSTER, 2012)

Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying. - John Jenkins; Isha Arkatkar; Sriram Lakshminarasimhan; Neil Shah; Eric R. Schendel; Stéphane Ethier; Choong-Seock Chang; Jacqueline H. Chen; Hemanth Kolla; Scott Klasky; Robert B. Ross; Nagiza F. Samatova (DEXA (2), 2012)

On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions. - Sriram Lakshminarasimhan; Prabhat Kumar 002; Wei-keng Liao; Alok N. Choudhary; Vipin Kumar 001; Nagiza F. Samatova (IGCC, 2012)

ISOBAR hybrid compression-I/O interleaving for large-scale parallel I/O optimization. - Eric R. Schendel; Saurabh V. Pendse; John Jenkins; David A. Boyuka II; Zhenhuan Gong; Sriram Lakshminarasimhan; Qing Liu 002; Hemanth Kolla; Jackie Chen; Scott Klasky; Robert B. Ross; Nagiza F. Samatova (HPDC, 2012)

Multi-level Layout Optimization for Efficient Spatio-temporal Queries on ISABELA-compressed Data. - Zhenhuan Gong; Sriram Lakshminarasimhan; John Jenkins; Hemanth Kolla; Stéphane Ethier; Jackie Chen; Robert B. Ross; Scott Klasky; Nagiza F. Samatova (IPDPS, 2012)

Byte-precision level of detail processing for variable precision analytics. - John Jenkins; Eric R. Schendel; Sriram Lakshminarasimhan; David A. Boyuka II; Terry Rogers; Stéphane Ethier; Robert B. Ross; Scott Klasky; Nagiza F. Samatova (SC, 2012)

Scalable in situ scientific data encoding for analytical query processing. - Sriram Lakshminarasimhan; David A. Boyuka II; Saurabh V. Pendse; Xiaocheng Zou; John Jenkins; Venkatram Vishwanath; Michael E. Papka; Nagiza F. Samatova (HPDC, 2013)

ISABELA for effective in situ compression of scientific data. - Sriram Lakshminarasimhan; Neil Shah; Stéphane Ethier; Seung-Hoe Ku; Choong-Seock Chang; Scott Klasky; Robert Latham; Robert B. Ross; Nagiza F. Samatova (Concurr. Comput. Pract. Exp., 2013)

ALACRITY: Analytics-Driven Lossless Data Compression for Rapid In-Situ Indexing, Storing, and Querying. - John Jenkins; Isha Arkatkar; Sriram Lakshminarasimhan; David A. Boyuka II; Eric R. Schendel; Neil Shah; Stéphane Ethier; Choong-Seock Chang; Jackie Chen; Hemanth Kolla; Scott Klasky; Robert B. Ross; et al. (Trans. Large Scale Data Knowl. Centered Syst., 2013)

Processing Spatio-temporal Data On Map-Reduce. - Himanshu Gupta; Sriram Lakshminarasimhan (BDA, 2014)

Transparent in Situ Data Transformations in ADIOS. - David A. Boyuka II; Sriram Lakshminarasimhan; Xiaocheng Zou; Zhenhuan Gong; John Jenkins; Eric R. Schendel; Norbert Podhorszki; Qing Liu 002; Scott Klasky; Nagiza F. Samatova (CCGRID, 2014)

Fast Set Intersection through Run-Time Bitmap Construction over PForDelta-Compressed Indexes. - Xiaocheng Zou; Sriram Lakshminarasimhan; David A. Boyuka II; Stephen Ranshous; Houjun Tang; Scott Klasky; Nagiza F. Samatova (Euro-Par, 2014)

DIRAQ: scalable in situ data- and resource-aware indexing for optimized query performance. - Sriram Lakshminarasimhan; Xiaocheng Zou; David A. Boyuka II; Saurabh V. Pendse; John Jenkins; Venkatram Vishwanath; Michael E. Papka; Scott Klasky; Nagiza F. Samatova (Clust. Comput., 2014)

Lifespan-based Partitioning of Index Structures for Time-travel Text Search. - Animesh Nandi; Suriya Subramanian; Sriram Lakshminarasimhan; Prasad M. Deshpande; Sriram Raghavan (CIKM, 2015)

STREAK: An Efficient Engine for Processing Top-k SPARQL Queries with Spatial Filters. - Jyoti Leeka; Srikanta Bedathur; Debajyoti Bera; Sriram Lakshminarasimhan (CoRR, 2017)

Walking with PACE - Personalized and Automated Coaching Engine. - Madhurima Vardhan; Narayan Hegde; Srujana Merugu; Shantanu Prabhat; Deepak Nathani; Martin Seneviratne; Nur Muhammad; Pranay Reddy; Sriram Lakshminarasimhan; Rahul Singh; Karina Lorenzana; Eshan Motwani; et al. (UMAP, 2022)

Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset. - Abbi Ward; Jimmy Li; Julie Wang; Sriram Lakshminarasimhan; Ashley Carrick; Bilson J. L. Campana; Jay Hartford; Pradeep Kumar S; Tiya Tiyasirichokchai; Sunny Virmani; Renee Wong; Yossi Matias; et al. (CoRR, 2024)

A Personalized Exercise Assistant using Reinforcement Learning (PEARL): Results from a four-arm Randomized-controlled Trial. - Amy A. Lee; Narayan Hegde; Nina Deliu; Emily Rosenzweig; Arun Sai Suggala; Sriram Lakshminarasimhan; Qian He; John Hernandez; Martin Seneviratne; Rahul Singh; Pradnesh Kalkar; Karthikeyan Shanmugam; et al. (CoRR, 2025)