Anirban Das
Anirban Das
Lead Data Scientist, Applied Research, Capital One
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Edgebench: Benchmarking edge computing platforms
A Das, S Patterson, M Wittie
2018 IEEE/ACM International Conference on Utility and Cloud Computing …, 2018
Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement
A Das, S Imai, MP Wittie, S Patterson
2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2020
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications
A Das, A Leaf, CA Varela, S Patterson
2020 IEEE 13th International Conference on Cloud Computing (CLOUD), 609-618, 2020
Multilevel local SGD: Distributed SGD for heterogeneous hierarchical networks
T Castiglia, A Das, S Patterson
International Conference on Learning Representations, 2021
Privacy is what we care about: Experimental investigation of federated learning on edge devices
A Das, T Brunschwiler
Proceedings of the First International Workshop on Challenges in Artificial …, 2019
Compressed-vfl: Communication-efficient learning with vertically partitioned data
TJ Castiglia, A Das, S Wang, S Patterson
International Conference on Machine Learning, 2738-2766, 2022
Multi-Tier Federated Learning for Vertically Partitioned Data
A Das, S Patterson
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and …, 2021
Tumor neoantigen heterogeneity impacts bystander immune inhibition of pancreatic cancer growth
M Das, X Zhou, Y Liu, A Das, B Vincent, J Li, R Liu, L Huang
Translational Oncology 13 (12), 2020
Formalizing event-driven behavior of serverless applications
M Obetz, A Das, T Castiglia, S Patterson, A Milanova
Service-Oriented and Cloud Computing: 8th IFIP WG 2.14 European Conference …, 2020
Cross-silo federated learning for multi-tier networks with vertical and horizontal data partitioning
A Das, T Castiglia, S Wang, S Patterson
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (6), 1-27, 2022
Diffusion and consensus in a weakly coupled network of networks
Y Yi, A Das, B Bamieh, Z Zhang, S Patterson
IEEE Transactions on Control of Network Systems 8 (4), 1601-1612, 2021
Convergence rate of consensus in a network of networks
A Das, Y Yi, S Patterson, B Bamieh, Z Zhang
2018 IEEE Conference on Decision and Control (CDC), 459-465, 2018
Vertical federated learning with compressed embeddings
A Das, TJ Castiglia, S Patterson, S Wang
US Patent App. 17/330,340, 2022
Resource-Aware Distributed Analytics and Machine Learning for Hybrid Edge-Cloud Systems
A Das
Rensselaer Polytechnic Institute, 2021
Design and implementation of resource and performance monitoring tool for computing cluster
A Das, R Sehgal, D Dutta
Proceedings of the DAE Symp. on Nucl. Phys 57, 924, 2012
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