Somali Chaterji

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 55

Top Topics

Optimal Scheduling

Grand Challenge

Top Venues

USENIX Annual Technical Conference

Publications

Joshua C. Zhao, Saurabh Bagchi, Salman Avestimehr, Kevin S. Chan, Somali Chaterji, Dimitris Dimitriadis, Jiacheng Li, Ninghui Li, Arash Nourian, Holger R. Roth
Federated Learning Privacy: Attacks, Defenses, Applications, and Policy Landscape - A Survey. CoRR (2024)
Atul Sharma, Joshua C. Zhao, Wei Chen, Qiang Qiu, Saurabh Bagchi, Somali Chaterji
How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake. DSN-S (2023)
Akhil Bandarupalli, Sarthak Jain, Akash Melachuri, Joseph Pappas, Somali Chaterji
Vega: Drone-based Multi-Altitude Target Detection for Autonomous Surveillance. DCOSS-IoT (2023)
Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Saurabh Bagchi, Somali Chaterji
FLAIR: Defense against Model Poisoning Attack in Federated Learning. AsiaCCS (2023)
Jayoung Lee, Pengcheng Wang, Ran Xu, Sarthak Jain, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips. ACM Trans. Design Autom. Electr. Syst. 28 (3) (2023)
Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji
WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. SIGMETRICS (Abstracts) (2022)
Zihan Zhou, Zijia Du, Somali Chaterji
KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering. KDD (2022)
Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li
Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles. CVPR (2022)
Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing. BMC Bioinform. 23 (1) (2022)
Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji
LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs. EuroSys (2022)
Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients. ACM Trans. Sens. Networks 18 (1) (2022)
Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi
ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs. OSDI (2022)
Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji
WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Shikhar Suryavansh, Abu Benna, Chris Guest, Somali Chaterji
Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes. CoRR (2021)
Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard Engel, Dennis Buckmaster, Michael Ladisch, Ranveer Chandra
Lattice: A Vision for Machine Learning, Data Engineering, and Policy Considerations for Digital Agriculture at Scale. IEEE Open J. Comput. Soc. 2 (2021)
Michael A. Roth, Pranjal Jain, Jinkyu Koo, Somali Chaterji
Simultaneous learning of individual microRNA-gene interactions and regulatory comodules. BMC Bioinform. 22 (1) (2021)
Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention. EMDL@MobiSys (2021)
Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
SONIC: Application-aware Data Passing for Chained Serverless Applications. USENIX Annual Technical Conference (2021)
Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
Virtuoso: Video-based Intelligence for real-time tuning on SOCs. CoRR (2021)
Pranjal Jain, Shreyas Goenka, Saurabh Bagchi, Biplab Banerjee, Somali Chaterji
Federated Action Recognition on Heterogeneous Embedded Devices. CoRR (2021)
Atul Sharma, Wei Chen, Joshua Zhao, Qiang Qiu, Somali Chaterji, Saurabh Bagchi
TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks. CoRR (2021)
Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing. CoRR (2021)
Pengcheng Wang, Edgardo Barsallo Yi, Tomas Ratkus, Somali Chaterji
ORPHEUS: Living Labs for End-to-End Data Infrastructures for Digital Agriculture. CoRR (2021)
Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications. IEEE Internet Things J. 8 (2) (2021)
Akhil Bandarupalli, Dhruv Swarup, Noah Weston, Somali Chaterji
Persistent Airborne Surveillance using Semi-Autonomous Drone swarms. DroNet@MobiSys (2021)
Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads. CoRR (2020)
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles. CoRR (2020)
Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard Engel, Dennis Buckmaster, Ranveer Chandra
Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges. CoRR (2020)
Somali Chaterji, Parinaz Naghizadeh, Muhammad Ashraful Alam, Saurabh Bagchi, Mung Chiang, David Corman, Brian J. Henz, Suman Jana, Na Li, Shaoshuai Mou, Meeko Oishi, Chunyi Peng, Tiark Rompf, Ashutosh Sabharwal, Shreyas Sundaram, James Weimer, Jennifer Weller
Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap. CoRR (2020)
Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Henry Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures. IEEE Open J. Comput. Soc. 1 (2020)
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
ApproxDet: content and contention-aware approximate object detection for mobiles. SenSys (2020)
Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications. CoRR (2020)
Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. USENIX Annual Technical Conference (2020)
Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads. CLOUD (2020)
Somali Chaterji, Jinkyu Koo, Ninghui Li, Folker Meyer, Ananth Grama, Saurabh Bagchi
Federation in genomics pipelines: techniques and challenges. Briefings Bioinform. 20 (1) (2019)
Somali Chaterji
Panel 1 Position Paper: Man versus Machines-Humans Need Not Apply. COMSNETS (2019)
Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Hank Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures. CoRR (2019)
Manish Nagaraj, Somali Chaterji
Panel 3 Position Paper: Blockchain can be the Backbone of India's Economy. COMSNETS (2019)
Chih-Hao Fang, Nawanol Theera-Ampornpunt, Michael A. Roth, Ananth Grama, Somali Chaterji
AIKYATAN: mapping distal regulatory elements using convolutional learning on GPU. BMC Bioinform. 20 (1) (2019)
Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi
SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads. USENIX Annual Technical Conference (2019)
Somali Chaterji
Panel 2 Position Paper: AI could Solve the World's Healthcare Problems and that too at Scale! COMSNETS (2019)
Folker Meyer, Saurabh Bagchi, Somali Chaterji, Wolfgang Gerlach, Ananth Grama, Travis Harrison, Tobias Paczian, William L. Trimble, Andreas Wilke
MG-RAST version 4 - lessons learned from a decade of low-budget ultra-high-throughput metagenome analysis. Briefings Bioinform. 20 (4) (2019)
Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji
ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models. CoRR (2018)
Asish Ghoshal, Jinyi Zhang, Michael A. Roth, Kevin Muyuan Xia, Ananth Y. Grama, Somali Chaterji
A Distributed Classifier for MicroRNA Target Prediction with Validation Through TCGA Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (4) (2018)
Tara Elizabeth Thomas, Jinkyu Koo, Somali Chaterji, Saurabh Bagchi
Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations. COMSNETS (2018)
Subramaniyam Kannan, Paul Wood, Somali Chaterji, Saurabh Bagchi, Larry Deatrick, Patricia Beane
MAAT: Multi-Stage Attack Attribution in Enterprise Systems using Software Defined Networks. EAI Endorsed Trans. Security Safety 4 (11) (2017)
Ashraf Mahgoub, Sachandhan Ganesh, Folker Meyer, Ananth Grama, Somali Chaterji
Suitability of NoSQL systems - Cassandra and ScyllaDB - For IoT workloads. COMSNETS (2017)
Nawanol Theera-Ampornpunt, Somali Chaterji
Prediction of enhancer RNA activity levels from ChIP-seq-derived histone modification combinatorial codes. BIBM (2017)
Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji
Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads. Middleware (2017)
Kanak Mahadik, Christopher Wright, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji
Graph Construction for Multiple K-mers. BCB (2017)
Subramaniyam Kannan, Paul Wood, Larry Deatrick, Patricia Beane, Somali Chaterji, Saurabh Bagchi
TopHat : Topology-Based Host-Level Attribution for Multi-stage Attacks in Enterprise Systems Using Software Defined Networks. SecureComm (2017)
Nawanol Theera-Ampornpunt, Seong Gon Kim, Asish Ghoshal, Saurabh Bagchi, Ananth Grama, Somali Chaterji
Fast training on large genomics data using distributed Support Vector Machines. COMSNETS (2016)
Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji
SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications. ICS (2016)
Andreas Wilke, Jared Bischof, Wolfgang Gerlach, Elizabeth M. Glass, Travis Harrison, Kevin P. Keegan, Tobias Paczian, William L. Trimble, Saurabh Bagchi, Ananth Grama, Somali Chaterji, Folker Meyer
The MG-RAST metagenomics database and portal in 2015. Nucleic Acids Res. 44 (Database-Issue) (2016)
Seong Gon Kim, Nawanol Theera-Ampornpunt, Chih-Hao Fang, Mrudul Harwani, Ananth Grama, Somali Chaterji
Opening up the blackbox: an interpretable deep neural network-based classifier for cell-type specific enhancer predictions. BMC Syst. Biol. 10 (S-2) (2016)
Asish Ghoshal, Ananth Grama, Saurabh Bagchi, Somali Chaterji
An ensemble SVM model for the accurate prediction of non-canonical MicroRNA targets. BCB (2015)
Seong Gon Kim, Nawanol Theera-Ampornpunt, Ananth Grama, Somali Chaterji
Interpretable deep neural networks for enhancer prediction. BIBM (2015)
Kanak Mahadik, Somali Chaterji, Bowen Zhou, Milind Kulkarni, Saurabh Bagchi
Orion: Scaling Genomic Sequence Matching with Fine-Grained Parallelization. SC (2014)