Somali Chaterji
Orcid: 0000-0002-3651-6362
According to our database1,
Somali Chaterji
authored at least 54 papers
between 2014 and 2024.
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Bibliography
2024
Federated Learning Privacy: Attacks, Defenses, Applications, and Policy Landscape - A Survey.
CoRR, 2024
SensorBFT: Fault-Tolerant Target Localization Using Voronoi Diagrams and Approximate Agreement.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024
2023
Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips.
ACM Trans. Design Autom. Electr. Syst., 2023
How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023
Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023
2022
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients.
ACM Trans. Sens. Networks, 2022
Proc. ACM Meas. Anal. Comput. Syst., 2022
Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing.
BMC Bioinform., 2022
Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022
KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs.
Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Lattice: A Vision for Machine Learning, Data Engineering, and Policy Considerations for Digital Agriculture at Scale.
IEEE Open J. Comput. Soc., 2021
IEEE Internet Things J., 2021
CoRR, 2021
TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks.
CoRR, 2021
Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes.
CoRR, 2021
Simultaneous learning of individual microRNA-gene interactions and regulatory comodules.
BMC Bioinform., 2021
Proceedings of the 2021 USENIX Annual Technical Conference, 2021
Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention.
Proceedings of the EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021
Proceedings of the DroNet@MobiSys '21: Proceedings of the 7th Workshop on Micro Aerial Vehicle Networks, 2021
2020
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures.
IEEE Open J. Comput. Soc., 2020
Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges.
CoRR, 2020
CoRR, 2020
OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud.
Proceedings of the 2020 USENIX Annual Technical Conference, 2020
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020
2019
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures.
CoRR, 2019
BMC Bioinform., 2019
MG-RAST version 4 - lessons learned from a decade of low-budget ultra-high-throughput metagenome analysis.
Briefings Bioinform., 2019
Briefings Bioinform., 2019
SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads.
Proceedings of the 2019 USENIX Annual Technical Conference, 2019
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019
Panel 2 Position Paper: AI could Solve the World's Healthcare Problems and that too at Scale!
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019
2018
A Distributed Classifier for MicroRNA Target Prediction with Validation Through TCGA Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models.
CoRR, 2018
Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018
2017
MAAT: Multi-Stage Attack Attribution in Enterprise Systems using Software Defined Networks.
EAI Endorsed Trans. Security Safety, 2017
TopHat : Topology-Based Host-Level Attribution for Multi-stage Attacks in Enterprise Systems Using Software Defined Networks.
Proceedings of the Security and Privacy in Communication Networks, 2017
Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads.
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017
Prediction of enhancer RNA activity levels from ChIP-seq-derived histone modification combinatorial codes.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Scalable Genomic Assembly through Parallel <i>de Bruijn</i> Graph Construction for Multiple K-mers.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
Opening up the blackbox: an interpretable deep neural network-based classifier for cell-type specific enhancer predictions.
BMC Syst. Biol., 2016
SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications.
Proceedings of the 2016 International Conference on Supercomputing, 2016
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016
2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
2014
Proceedings of the International Conference for High Performance Computing, 2014