Soumi Chattopadhyay

Orcid: 0000-0002-9231-4087

According to our database1, Soumi Chattopadhyay authored at least 33 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Scheduling of Safety-Critical Tasks on Edge Devices via Reinforcement Learning.
Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

2023
ARRQP: Anomaly Resilient Real-time QoS Prediction Framework with Graph Convolution.
CoRR, 2023

Demystifying Visual Features of Movie Posters for Multi-Label Genre Identification.
CoRR, 2023

TPMCF: Temporal QoS Prediction using Multi-Source Collaborative Features.
CoRR, 2023

Detecting Severity of Diabetic Retinopathy from Fundus Images using Ensembled Transformers.
CoRR, 2023

2022
CAHPHF: Context-Aware Hierarchical QoS Prediction With Hybrid Filtering.
IEEE Trans. Serv. Comput., 2022

Deep Analysis of Visual Product Reviews.
CoRR, 2022

OffDQ: An Offline Deep Learning Framework for QoS Prediction.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

TRQP: Trust-Aware Real-Time QoS Prediction Framework Using Graph-Based Learning.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

2021
FES: A Fast Efficient Scalable QoS Prediction Framework.
CoRR, 2021

Demystifying Heart Failure with Mid-Range Ejection Fraction Using Machine Learning.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
QoS-aware Automatic Web Service Composition with Multiple Objectives.
ACM Trans. Web, 2020

QoS Constrained Large Scale Web Service Composition Using Abstraction Refinement.
IEEE Trans. Serv. Comput., 2020

FINESSE: Fair Incentives for Enterprise Employees.
Proceedings of the Research Challenges in Information Science, 2020

Mobility-Aware Service Placement for Vehicular Users in Edge-Cloud Environment.
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

2019
Towards Scalable Semantic Service Composition.
Proceedings of the 12th IEEE Conference on Service-Oriented Computing and Applications, 2019

QoS Value Prediction Using a Combination of Filtering Method and Neural Network Regression.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

2018
A Methodology for Search Space Reduction in QoS Aware Semantic Web Service Composition.
CoRR, 2018

A Variation Aware Composition Model for Dynamic Web Service Environments.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

2017
A Fast and Scalable Mechanism for Web Service Composition.
ACM Trans. Web, 2017

A utility-driven data transmission optimization strategy in large scale cyber-physical systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
QSCAS: QoS Aware Web Service Composition Algorithms with Stochastic Parameters.
Proceedings of the IEEE International Conference on Web Services, 2016

EAST: Efficient Assertion Simulation techniques.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

CoCOA: A Framework for Comparing Aggregate Client Operations in BPO Services.
Proceedings of the IEEE International Conference on Services Computing, 2016

A Framework for Top Service Subscription Recommendations for Service Assemblers.
Proceedings of the IEEE International Conference on Services Computing, 2016

A Scalable Rule Engine Architecture for Service Execution Frameworks.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
Algorithmic Strategies for Sensing-as-a-Service in the Internet-of-Things Era.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

A Scalable Architecture for Rule Engine Based Clinical Decision Support Systems.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

A Scalable and Approximate Mechanism for Web Service Composition.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

On Composition of Checkpoint and Recovery Protocols for Distributed Systems.
Proceedings of the Service-Oriented Computing - ICSOC 2015 Workshops, 2015

A New Approach for Minimal Environment Construction for Modular Property Verification.
Proceedings of the 24th IEEE Asian Test Symposium, 2015

A Framework for Fast Service Verification and Query Execution for Boolean Service Rules.
Proceedings of the Advances in Services Computing, 2015

2013
A Data Distribution Model for Large-Scale Context Aware Systems.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013


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