Soumi Chattopadhyay

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Optimization Strategy

Service Composition

Top Venues

IEEE Trans. Serv. Comput.

Publications

Jyoti Shokhanda, Aman Kumar, Utkarsh Pal, Arani Bhattacharya, Soumi Chattopadhyay
Scheduling of Safety-Critical Tasks on Edge Devices via Reinforcement Learning. COMSNETS (2024)
Tejas Karkera, Chandranath Adak, Soumi Chattopadhyay, Muhammad Saqib
Detecting severity of Diabetic Retinopathy from fundus images: A transformer network-based review. Neurocomputing 597 (2024)
Utsav Kumar Nareti, Chandranath Adak, Soumi Chattopadhyay
Demystifying Visual Features of Movie Posters for Multi-Label Genre Identification. CoRR (2023)
Suraj Kumar, Soumi Chattopadhyay
ARRQP: Anomaly Resilient Real-time QoS Prediction Framework with Graph Convolution. CoRR (2023)
Suraj Kumar, Soumi Chattopadhyay, Chandranath Adak
TPMCF: Temporal QoS Prediction using Multi-Source Collaborative Features. CoRR (2023)
Chandranath Adak, Tejas Karkera, Soumi Chattopadhyay, Muhammad Saqib
Detecting Severity of Diabetic Retinopathy from Fundus Images using Ensembled Transformers. CoRR (2023)
Suraj Kumar, Soumi Chattopadhyay
TRQP: Trust-Aware Real-Time QoS Prediction Framework Using Graph-Based Learning. ICSOC (2022)
Chandranath Adak, Soumi Chattopadhyay, Muhammad Saqib
Deep Analysis of Visual Product Reviews. CoRR (2022)
Soumi Chattopadhyay, Richik Chanda, Suraj Kumar, Chandranath Adak
OffDQ: An Offline Deep Learning Framework for QoS Prediction. WWW (2022)
Ranjana Roy Chowdhury, Soumi Chattopadhyay, Chandranath Adak
CAHPHF: Context-Aware Hierarchical QoS Prediction With Hybrid Filtering. IEEE Trans. Serv. Comput. 15 (4) (2022)
Achal Dixit, Soumi Chattopadhyay
Demystifying Heart Failure with Mid-Range Ejection Fraction Using Machine Learning. CinC (2021)
Soumi Chattopadhyay, Chandranath Adak, Ranjana Roy Chowdhury
FES: A Fast Efficient Scalable QoS Prediction Framework. CoRR (2021)
Soumi Chattopadhyay, Rahul Ghosh, Ansuman Banerjee, Avantika Gupta, Arpit Jain
FINESSE: Fair Incentives for Enterprise Employees. RCIS (2020)
Ranjana Roy Chowdhury, Soumi Chattopadhyay, Chandranath Adak
CAHPHF: Context-Aware Hierarchical QoS Prediction with Hybrid Filtering. CoRR (2020)
Soumi Chattopadhyay, Ansuman Banerjee
QoS Constrained Large Scale Web Service Composition Using Abstraction Refinement. IEEE Trans. Serv. Comput. 13 (3) (2020)
Soumi Chattopadhyay, Ansuman Banerjee
QoS-aware Automatic Web Service Composition with Multiple Objectives. ACM Trans. Web 14 (3) (2020)
Rahul Mudam, Saurabh Bhartia, Soumi Chattopadhyay, Arani Bhattacharya
Mobility-Aware Service Placement for Vehicular Users in Edge-Cloud Environment. ICSOC (2020)
Soumi Chattopadhyay, Ansuman Banerjee
QoS Value Prediction Using a Combination of Filtering Method and Neural Network Regression. ICSOC (2019)
Soumi Chattopadhyay, Ansuman Banerjee
Towards Scalable Semantic Service Composition. SOCA (2019)
Soumi Chattopadhyay, Ansuman Banerjee
QoS aware Automatic Web Service Composition with Multiple objectives. CoRR (2018)
Soumi Chattopadhyay, Ansuman Banerjee
A Variation Aware Composition Model for Dynamic Web Service Environments. ICSOC (2018)
Soumi Chattopadhyay, Ansuman Banerjee
A Methodology for Search Space Reduction in QoS Aware Semantic Web Service Composition. CoRR (2018)
Soumi Chattopadhyay, Ansuman Banerjee, Nilanjan Banerjee
A Fast and Scalable Mechanism for Web Service Composition. ACM Trans. Web 11 (4) (2017)
Soumi Chattopadhyay, Ansuman Banerjee, Bei Yu
A utility-driven data transmission optimization strategy in large scale cyber-physical systems. DATE (2017)
Soumi Chattopadhyay, Ansuman Banerjee, Tridib Mukherjee
A Framework for Top Service Subscription Recommendations for Service Assemblers. SCC (2016)
Soumi Chattopadhyay, Ansuman Banerjee
QoS constrained Large Scale Web Service Composition using Abstraction Refinement. CoRR (2016)
Soumi Chattopadhyay, Ansuman Banerjee, Nilanjan Banerjee
A Scalable Rule Engine Architecture for Service Execution Frameworks. SCC (2016)
Rahul Ghosh, Avantika Gupta, Soumi Chattopadhyay, Ansuman Banerjee, Koustuv Dasgupta
CoCOA: A Framework for Comparing Aggregate Client Operations in BPO Services. SCC (2016)
Soumi Chattopadhyay, Ansuman Banerjee
QSCAS: QoS Aware Web Service Composition Algorithms with Stochastic Parameters. ICWS (2016)
Debjyoti Bhattacharjee, Soumi Chattopadhyay, Ansuman Banerjee
EAST: Efficient Assertion Simulation techniques. DATE (2016)
Soumi Chattopadhyay, Ansuman Banerjee
Algorithmic Strategies for Sensing-as-a-Service in the Internet-of-Things Era. UCC (2015)
Soumi Chattopadhyay, Ansuman Banerjee, Himadri Sekhar Paul
On Composition of Checkpoint and Recovery Protocols for Distributed Systems. ICSOC Workshops (2015)
Saikat Dutta, Soumi Chattopadhyay, Ansuman Banerjee, Pallab Dasgupta
A New Approach for Minimal Environment Construction for Modular Property Verification. ATS (2015)
Soumi Chattopadhyay, Ansuman Banerjee, Nilanjan Banerjee
A Scalable Architecture for Rule Engine Based Clinical Decision Support Systems. MedInfo (2015)
Soumi Chattopadhyay, Saikat Dutta, Ansuman Banerjee
A Framework for Fast Service Verification and Query Execution for Boolean Service Rules. APSCC (2015)
Soumi Chattopadhyay, Ansuman Banerjee, Nilanjan Banerjee
A Scalable and Approximate Mechanism for Web Service Composition. ICWS (2015)
Soumi Chattopadhyay, Ansuman Banerjee, Nilanjan Banerjee
A Data Distribution Model for Large-Scale Context Aware Systems. MobiQuitous (2013)