Rajiv Ranjan

Orcid: 0000-0002-6610-1328

Affiliations:
  • Newcastle University, Newcastle upon Tyne, UK


According to our database1, Rajiv Ranjan authored at least 351 papers between 2004 and 2024.

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Bibliography

2024
Correction to: Adaptive machine learning in the IoT-edge-cloud continuum.
Computing, April, 2024

Adaptive machine learning in the IoT-edge-cloud continuum.
Computing, April, 2024

Rapid Crowd Evacuation for Passenger Ships Using LPWAN.
IEEE Trans. Intell. Transp. Syst., February, 2024

Data Management Challenges in Blockchain-Based Applications.
IEEE Internet Comput., 2024

BFT-DSN: A Byzantine Fault Tolerant Decentralized Storage Network.
CoRR, 2024

2023
Cross-Channel: Scalable Off-Chain Channels Supporting Fair and Atomic Cross-Chain Operations.
IEEE Trans. Computers, November, 2023

IoT-QWatch: A Novel Framework to Support the Development of Quality-Aware Autonomic IoT Applications.
IEEE Internet Things J., October, 2023

Compliance Checking of Cloud Providers: Design and Implementation.
Distributed Ledger Technol. Res. Pract., June, 2023

Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis.
IEEE Trans. Knowl. Data Eng., April, 2023

OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things.
IEEE Trans. Computers, April, 2023

Horn rule discovery with batched caching and rule identifier for proficient compressor of knowledge data.
Softw. Pract. Exp., March, 2023

A Hybrid Accuracy- and Energy-Aware Human Activity Recognition Model in IoT Environment.
IEEE Trans. Sustain. Comput., 2023

Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments.
IEEE Trans. Serv. Comput., 2023

iQuery: A Trustworthy and Scalable Blockchain Analytics Platform.
IEEE Trans. Dependable Secur. Comput., 2023

Addressing the Faults Landscape in the Internet of Things: Toward Datacentric and System Resilience.
IEEE Internet Comput., 2023

Explainable AI (XAI): Core Ideas, Techniques, and Solutions.
ACM Comput. Surv., 2023

A Survey on Evaluating the Quality of Autonomic Internet of Things Applications.
IEEE Commun. Surv. Tutorials, 2023

Tracking Material Reuse across Construction Supply Chains.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

2022
A Survey on Active Deep Learning: From Model Driven to Data Driven.
ACM Comput. Surv., January, 2022

EDCSuS: Sustainable Edge Data Centers as a Service in SDN-Enabled Vehicular Environment.
IEEE Trans. Sustain. Comput., 2022

Multi-scale Features Fusion for the Detection of Tiny Bleeding in Wireless Capsule Endoscopy Images.
ACM Trans. Internet Things, 2022

Dynamic Bandwidth Slicing for Time-Critical IoT Data Streams in the Edge-Cloud Continuum.
IEEE Trans. Ind. Informatics, 2022

Privacy-Aware Cloud Auditing for GDPR Compliance Verification in Online Healthcare.
IEEE Trans. Ind. Informatics, 2022

Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks.
IEEE Trans. Computers, 2022

Spatial-Keyword Skyline Publish/Subscribe Query Processing Over Distributed Sliding Window Streaming Data.
IEEE Trans. Computers, 2022

AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems.
IEEE Trans. Computers, 2022

Remote Sensing Image Interpretation With Semantic Graph-Based Methods: A Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

IoTSim-Osmosis-RES: Towards autonomic renewable energy-aware osmotic computing.
Softw. Pract. Exp., 2022

FedMSA: A Model Selection and Adaptation System for Federated Learning.
Sensors, 2022

Dynamic Data Streams for Time-Critical IoT Systems in Energy-Aware IoT Devices Using Reinforcement Learning.
Sensors, 2022

Evaluating Sensor Data Quality in Internet of Things Smart Agriculture Applications.
IEEE Micro, 2022

SInC: Semantic approach and enhancement for relational data compression.
Knowl. Based Syst., 2022

Adaptive density peaks clustering: Towards exploratory EEG analysis.
Knowl. Based Syst., 2022

Orchestrating Networked Machine Learning Applications Using Autosteer.
IEEE Internet Comput., 2022

OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices.
IEEE Internet Comput., 2022

A Fault-Tolerant Workflow Composition and Deployment Automation IoT Framework in a Multicloud Edge Environment.
IEEE Internet Comput., 2022

An ontology-based system for discovering landslide-induced emergencies in electrical grid.
Trans. Emerg. Telecommun. Technol., 2022

CorrDetector: A framework for structural corrosion detection from drone images using ensemble deep learning.
Expert Syst. Appl., 2022

Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware.
CoRR, 2022

Bonus computing: towards free-of-charge metacomputing in the public cloud.
Computing, 2022

Blockchain adoption: A study of cognitive factors underpinning decision making.
Comput. Hum. Behav., 2022

Mobility-Aware Serverless Function Adaptations Across the Edge-Cloud Continuum.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Developing a Secure Architecture for Internet of Medical Things Using Attribute-Based Encryption.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Cloud Auto-scaling Auditing Approach using Blockchain.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

ElastiQuant: elastic quantization strategy for communication efficient distributed machine learning in IoT.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

TinyML-CAM: 80 FPS image recognition in 1 kB RAM.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Just Enough, Just in Time, Just for "Me": Fundamental Principles for Engineering IoT-native Software Systems.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results ICSE (NIER) 2022, 2022

TinyRL: Towards Reinforcement Learning on Tiny Embedded Devices.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Age of Data Aware Internet of Things Applications.
Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

SAPPARCHI: an Osmotic Platform to Execute Scalable Applications on Smart City Environments.
Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021
Online Scheduling Technique To Handle Data Velocity Changes in Stream Workflows.
IEEE Trans. Parallel Distributed Syst., 2021

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data, 2021

A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement.
J. Supercomput., 2021

Running Industrial Workflow Applications in a Software-Defined Multicloud Environment Using Green Energy Aware Scheduling Algorithm.
IEEE Trans. Ind. Informatics, 2021

Detection of SLA Violation for Big Data Analytics Applications in Cloud.
IEEE Trans. Computers, 2021

BaPa: A Novel Approach of Improving Load Balance in Parallel Matrix Factorization for Recommender Systems.
IEEE Trans. Computers, 2021

BigDataSDNSim: A simulator for analyzing big data applications in software-defined cloud data centers.
Softw. Pract. Exp., 2021

Blockchain-Based Task Offloading in Drone-Aided Mobile Edge Computing.
IEEE Netw., 2021

IoTSim-Osmosis: A framework for modeling and simulating IoT applications over an edge-cloud continuum.
J. Syst. Archit., 2021

Toward Distributed, Global, Deep Learning Using IoT Devices.
IEEE Internet Comput., 2021

Use of Social Media Data in Disaster Management: A Survey.
Future Internet, 2021

QoE in IoT: a vision, survey and future directions.
Discov. Internet Things, 2021

SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study.
ACM Comput. Surv., 2021

Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey.
ACM Comput. Surv., 2021

Evaluating Sensor Data Quality in Internet ofThings Smart Agriculture Applications.
CoRR, 2021

Fuzzy Logic-based Robust Failure Handling Mechanism for Fog Computing.
CoRR, 2021

A study on the evaluation of HPC microservices in containerized environment.
Concurr. Comput. Pract. Exp., 2021

Implementation and evaluation of a container management platform on Docker: Hadoop deployment as an example.
Clust. Comput., 2021

Working in a Smart Home-office: Exploring the Impacts on Productivity and Wellbeing.
Proceedings of the 17th International Conference on Web Information Systems and Technologies, 2021

General data protection regulation: an individual's perspective.
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Privacy & Cloud Services: Are We There Yet?
Proceedings of the 15th IEEE International Conference on Service-Oriented System Engineering, 2021

Blockchain in a Business Model: Exploring Benefits and Risks.
Proceedings of the Responsible AI and Analytics for an Ethical and Inclusive Digitized Society, 2021

2020
Holistic Technologies for Managing Internet of Things Services.
IEEE Trans. Serv. Comput., 2020

GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds.
IEEE Trans. Parallel Distributed Syst., 2020

Multiobjective Deployment of Data Analysis Operations in Heterogeneous IoT Infrastructure.
IEEE Trans. Ind. Informatics, 2020

A User-centric Security Solution for Internet of Things and Edge Convergence.
ACM Trans. Cyber Phys. Syst., 2020

Dynamically Partitioning Workflow over Federated Clouds for Optimising the Monetary Cost and Handling Run-Time Failures.
IEEE Trans. Cloud Comput., 2020

Stochastic Workload Scheduling for Uncoordinated Datacenter Clouds with Multiple QoS Constraints.
IEEE Trans. Cloud Comput., 2020

A Multi-Order Distributed HOSVD with Its Incremental Computing for Big Services in Cyber-Physical-Social Systems.
IEEE Trans. Big Data, 2020

Software tools and techniques for fog and edge computing.
Softw. Pract. Exp., 2020

IoTSim-Edge: A simulation framework for modeling the behavior of Internet of Things and edge computing environments.
Softw. Pract. Exp., 2020

A general purpose contention manager for software transactions on the GPU.
J. Parallel Distributed Comput., 2020

En-ABC: An ensemble artificial bee colony based anomaly detection scheme for cloud environment.
J. Parallel Distributed Comput., 2020

IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN).
J. Parallel Distributed Comput., 2020

COMITMENT: A Fog Computing Trust Management Approach.
J. Parallel Distributed Comput., 2020

ESMLB: Efficient Switch Migration-Based Load Balancing for Multicontroller SDN in IoT.
IEEE Internet Things J., 2020

COM-PACE: Compliance-Aware Cloud Application Engineering Using Blockchain.
IEEE Internet Comput., 2020

A note on advances in scheduling algorithms for Cyber-Physical-Social workflows.
Future Gener. Comput. Syst., 2020

Stochastic scheduling for variation-aware virtual machine placement in a cloud computing CPS.
Future Gener. Comput. Syst., 2020

Cost effective stream workflow scheduling to handle application structural changes.
Future Gener. Comput. Syst., 2020

Software-driven big data analytics.
Computing, 2020

Ontology-based discovery of time-series data sources for landslide early warning system.
Computing, 2020

A BBR-based congestion control for delay-sensitive real-time applications.
Computing, 2020

MobDL: A Framework for Profiling Deep Learning Models: A Case Study using Mobile Digital Health Applications.
Proceedings of the MobiQuitous '20: Computing, 2020

Priority-based Fair Scheduling in Edge Computing.
Proceedings of the 4th IEEE International Conference on Fog and Edge Computing, 2020

IoTWC: Analytic Hierarchy Process Based Internet of Things Workflow Composition System.
Proceedings of the 2020 IEEE International Conference on Cloud Engineering, 2020

Active Hazard Observation via Human in the Loop Social Media Analytics System.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019
Big Data Stream Security Classification for IoT Applications.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Orchestration Tools for Big Data.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacenter Networks.
IEEE Trans. Netw. Serv. Manag., 2019

Unsupervised blocking and probabilistic parallelisation for record matching of distributed big data.
J. Supercomput., 2019

Renewable Energy-Based Multi-Indexed Job Classification and Container Management Scheme for Sustainability of Cloud Data Centers.
IEEE Trans. Ind. Informatics, 2019

SAFE: SDN-Assisted Framework for Edge-Cloud Interplay in Secure Healthcare Ecosystem.
IEEE Trans. Ind. Informatics, 2019

Introduction to the Special Issue on Human-interaction-aware Data Analytics for Cyber-physical Systems.
ACM Trans. Cyber Phys. Syst., 2019

Cross-Layer Multi-Cloud Real-Time Application QoS Monitoring and Benchmarking As-a-Service Framework.
IEEE Trans. Cloud Comput., 2019

SEEN: A Selective Encryption Method to Ensure Confidentiality for Big Sensing Data Streams.
IEEE Trans. Big Data, 2019

Service level agreement specification for end-to-end IoT application ecosystems.
Softw. Pract. Exp., 2019

A note on tools and techniques for end-to-end QoS monitoring in Internet of Things.
J. Parallel Distributed Comput., 2019

Secure authentication and load balancing of distributed edge datacenters.
J. Parallel Distributed Comput., 2019

IoT-CANE: A unified knowledge management system for data-centric Internet of Things application systems.
J. Parallel Distributed Comput., 2019

Implementation of a real-time network traffic monitoring service with network functions virtualization.
Future Gener. Comput. Syst., 2019

GoSharing: An intelligent incentive framework based on users' association for cooperative content sharing in mobile edge networks.
Future Gener. Comput. Syst., 2019

Category Preferred Canopy-K-means based Collaborative Filtering algorithm.
Future Gener. Comput. Syst., 2019

IoTSim-Stream: Modelling stream graph application in cloud simulation.
Future Gener. Comput. Syst., 2019

Orchestrating Big Data Analysis Workflows in the Cloud: Research Challenges, Survey, and Future Directions.
ACM Comput. Surv., 2019

Adaptive Scheduling for Efficient Execution of Dynamic Stream Workflows.
CoRR, 2019

Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey.
CoRR, 2019

BigDataSDNSim: A Simulator for Analyzing Big Data Applications in Software-Defined Cloud Data Centers.
CoRR, 2019

IoTSim-Edge: A Simulation Framework for Modeling the Behaviour of IoT and Edge Computing Environments.
CoRR, 2019

Ubiquitous Localization (UbiLoc): A Survey and Taxonomy on Device Free Localization for Smart World.
IEEE Commun. Surv. Tutorials, 2019

A predictive load balancing technique for software defined networked cloud services.
Computing, 2019

Osmosis: The Osmotic Computing Platform for Microelements in the Cloud, Edge, and Internet of Things.
Computer, 2019

Cloud workload prediction based on workflow execution time discrepancies.
Clust. Comput., 2019

Fog Computing Security Challenges and Future Directions [Energy and Security].
IEEE Consumer Electron. Mag., 2019

Cyber-physical application monitoring across multiple clouds.
Comput. Electr. Eng., 2019

Hierarchical extreme learning machine based image denoising network for visual Internet of Things.
Appl. Soft Comput., 2019

SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application.
Proceedings of the World Wide Web Conference, 2019

A Cost-Efficient Multi-cloud Orchestrator for Benchmarking Containerized Web-Applications.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

SmartMonit: Real-Time Big Data Monitoring System.
Proceedings of the 38th Symposium on Reliable Distributed Systems, 2019

VisCrimePredict: a system for crime trajectory prediction and visualisation from heterogeneous data sources.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Context-Based Knowledge Discovery and Querying for Social Media Data.
Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

1st Workshop on Cyber-Physical Social Systems (CPSS) 2019.
Proceedings of the 9th International Conference on the Internet of Things, 2019

SLA-aware Approach for IoT Workflow Activities Placement based on Collaboration between Cloud and Edge.
Proceedings of the 1st Workshop on Cyber-Physical Social Systems co-located with the 9th International Conference on the Internet of Things (IoT 2019), 2019

Coordinated Data Flow Control in IoT Networks.
Proceedings of the Algorithmic Aspects of Cloud Computing - 5th International Symposium, 2019

A Framework for Monitoring Microservice-Oriented Cloud Applications in Heterogeneous Virtualization Environments.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018
Advances in Orchestrating Sustainable Smart Cities (Part 2).
IEEE Trans. Sustain. Comput., 2018

G-ML-Octree: An Update-Efficient Index Structure for Simulating 3D Moving Objects Across GPUs.
IEEE Trans. Parallel Distributed Syst., 2018

Guest Editorial: Special Section on Advances in Big Data Analytics for Management.
IEEE Trans. Netw. Serv. Manag., 2018

Tensor-Based Big Data Management Scheme for Dimensionality Reduction Problem in Smart Grid Systems: SDN Perspective.
IEEE Trans. Knowl. Data Eng., 2018

Optimal Decision Making for Big Data Processing at Edge-Cloud Environment: An SDN Perspective.
IEEE Trans. Ind. Informatics, 2018

Energy-efficient VM-placement in cloud data center.
Sustain. Comput. Informatics Syst., 2018

On the Communication Variability Analysis of the NeCTAR Research Cloud System.
IEEE Syst. J., 2018

Cost efficient scheduling of MapReduce applications on public clouds.
J. Comput. Sci., 2018

Detecting users' anomalous emotion using social media for business intelligence.
J. Comput. Sci., 2018

GA-ETI: An enhanced genetic algorithm for the scheduling of scientific workflows in cloud environments.
J. Comput. Sci., 2018

A multi-layered performance analysis for cloud-based topic detection and tracking in Big Data applications.
Future Gener. Comput. Syst., 2018

Cloud computing based bushfire prediction for cyber-physical emergency applications.
Future Gener. Comput. Syst., 2018

Demonstration Abstract: A Toolkit for Specifying Service Level Agreements for IoT applications.
CoRR, 2018

Internet of Things (IoT) and Cloud Computing Enabled Disaster Management.
CoRR, 2018

A note on resource management techniques and systems for big data workflow processing.
Computing, 2018

IoTChain: Establishing Trust in the Internet of Things Ecosystem Using Blockchain.
IEEE Cloud Comput., 2018

Realizing Edge Marketplaces: Challenges and Opportunities.
IEEE Cloud Comput., 2018

Osmotic Message-Oriented Middleware for the Internet of Things.
IEEE Cloud Comput., 2018

The Next Grand Challenges: Integrating the Internet of Things and Data Science.
IEEE Cloud Comput., 2018

Holistic Workload Scaling: A New Approach to Compute Acceleration in the Cloud.
IEEE Cloud Comput., 2018

Emergent Failures: Rethinking Cloud Reliability at Scale.
IEEE Cloud Comput., 2018

A Note on the Convergence of IoT, Edge, and Cloud Computing in Smart Cities.
IEEE Cloud Comput., 2018

Biometrics-as-a-Service: Cloud-Based Technology, Systems, and Applications.
IEEE Cloud Comput., 2018

SCFM: Social and crowdsourcing factorization machines for recommendation.
Appl. Soft Comput., 2018

Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions.
IEEE Access, 2018

Towards Brain Big Data Classification: Epileptic EEG Identification With a Lightweight VGGNet on Global MIC.
IEEE Access, 2018

Using Osmotic Services Composition for Dynamic Load Balancing of Smart City Applications.
Proceedings of the 11th IEEE Conference on Service-Oriented Computing and Applications, 2018

End-to-End Service Level Agreement Specification for IoT Applications.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

Osmotic Monitoring of Microservices between the Edge and Cloud.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Visual Analytics Ontology-Guided I-DE System: A Case Study of Head and Neck Cancer in Australia.
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018

A Holistic Evaluation of Docker Containers for Interfering Microservices.
Proceedings of the 2018 IEEE International Conference on Services Computing, 2018

2017
Advances in Orchestrating Sustainable Smart Cities (Part 1).
IEEE Trans. Sustain. Comput., 2017

A Survey on Modeling Energy Consumption of Cloud Applications: Deconstruction, State of the Art, and Trade-Off Debates.
IEEE Trans. Sustain. Comput., 2017

MacroServ: A Route Recommendation Service for Large-Scale Evacuations.
IEEE Trans. Serv. Comput., 2017

Erratum to: Rendezvous based routing protocol for wireless sensor networks with mobile sink.
J. Supercomput., 2017

Rendezvous based routing protocol for wireless sensor networks with mobile sink.
J. Supercomput., 2017

PSO-DS: a scheduling engine for scientific workflow managers.
J. Supercomput., 2017

Distribution Based Workload Modelling of Continuous Queries in Clouds.
IEEE Trans. Emerg. Top. Comput., 2017

DLSeF: A Dynamic Key-Length-Based Efficient Real-Time Security Verification Model for Big Data Stream.
ACM Trans. Embed. Comput. Syst., 2017

MobiContext: A Context-Aware Cloud-Based Venue Recommendation Framework.
IEEE Trans. Cloud Comput., 2017

Special issue on Big Data and Cloud of Things (CoT).
Softw. Pract. Exp., 2017

Analytics-as-a-service in a multi-cloud environment through semantically-enabled hierarchical data processing.
Softw. Pract. Exp., 2017

Trusted Performance Analysis on Systems With a Shared Memory.
IEEE Syst. J., 2017

An Infrastructure Service Recommendation System for Cloud Applications with Real-time QoS Requirement Constraints.
IEEE Syst. J., 2017

Game-Theoretic Market-Driven Smart Home Scheduling Considering Energy Balancing.
IEEE Syst. J., 2017

Flower: A Data Analytics Flow Elasticity Manager.
Proc. VLDB Endow., 2017

IOTSim: A simulator for analysing IoT applications.
J. Syst. Archit., 2017

A CPS framework based perturbation constrained buffer planning approach in VLSI design.
J. Parallel Distributed Comput., 2017

A dynamic prime number based efficient security mechanism for big sensing data streams.
J. Comput. Syst. Sci., 2017

Elasticity management of Streaming Data Analytics Flows on clouds.
J. Comput. Syst. Sci., 2017

Urban Risk Analytics in the Cloud.
IT Prof., 2017

A scalable parallel algorithm for atmospheric general circulation models on a multi-core cluster.
Future Gener. Comput. Syst., 2017

A note on exploration of IoT generated big data using semantics.
Future Gener. Comput. Syst., 2017

An efficient online direction-preserving compression approach for trajectory streaming data.
Future Gener. Comput. Syst., 2017

A balanced scheduler with data reuse and replication for scientific workflows in cloud computing systems.
Future Gener. Comput. Syst., 2017

A Taxonomy and Survey of Cloud Resource Orchestration Techniques.
ACM Comput. Surv., 2017

Fast lightweight reconfiguration of virtual constellation for obtaining of earth observation big data.
Clust. Comput., 2017

Software Defined Membrane: Policy-Driven Edge and Internet of Things Security.
IEEE Cloud Comput., 2017

Orchestrating BigData Analysis Workflows.
IEEE Cloud Comput., 2017

Osmotic Flow: Osmotic Computing + IoT Workflow.
IEEE Cloud Comput., 2017

Deep Osmosis: Holistic Distributed Deep Learning in Osmotic Computing.
IEEE Cloud Comput., 2017

Modelling and Simulation Challenges in Internet of Things.
IEEE Cloud Comput., 2017

Programming SDN-Native Big Data Applications: Research Gap Analysis.
IEEE Cloud Comput., 2017

IoT and Big Data: An Architecture with Data Flow and Security Issues.
Proceedings of the Cloud Infrastructures, Services, and IoT Systems for Smart Cities, 2017

Towards a RISC Framework for Efficient Contextualisation in the IoT.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

A Synchronized Shared Key Generation Method for Maintaining End-to-End Security of Big Data Streams.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

ALPINE: A Bayesian System for Cloud Performance Diagnosis and Prediction.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016
An online greedy allocation of VMs with non-increasing reservations in clouds.
J. Supercomput., 2016

CEVP: Cross Entropy based Virtual Machine Placement for Energy Optimization in Clouds.
J. Supercomput., 2016

Advances in Methods and Techniques for Processing Streaming Big Data in Datacentre Clouds.
IEEE Trans. Emerg. Top. Comput., 2016

A Computing Perspective on Smart City [Guest Editorial].
IEEE Trans. Computers, 2016

Survey of Techniques and Architectures for Designing Energy-Efficient Data Centers.
IEEE Syst. J., 2016

Metrics for BPEL Process Reusability Analysis in a Workflow System.
IEEE Syst. J., 2016

An integrated static detection and analysis framework for android.
Pervasive Mob. Comput., 2016

Spot pricing in the Cloud ecosystem: A comparative investigation.
J. Syst. Softw., 2016

A preemptive truthful VMs allocation online mechanism in private cloud.
J. Comput. Sci., 2016

Monitoring Internet of Things Application Ecosystems for Failure.
IT Prof., 2016

City Data Fusion: Sensor Data Fusion in the Internet of Things.
Int. J. Distributed Syst. Technol., 2016

Remote health care cyber-physical system: quality of service (QoS) challenges and opportunities.
IET Cyper-Phys. Syst.: Theory & Appl., 2016

Performance analysis of data intensive cloud systems based on data management and replication: a survey.
Distributed Parallel Databases, 2016

IOTSim: a Cloud based Simulator for Analysing IoT Applications.
CoRR, 2016

Privacy Knowledge Modelling for Internet of Things: A Look Back.
CoRR, 2016

A note on software tools and technologies for delivering smart media-optimized big data applications in the cloud.
Computing, 2016

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems.
Computing, 2016

Privacy-Knowledge Modeling for the Internet of Things: A Look Back.
Computer, 2016

Dimensions for Evaluating Cloud Resource Orchestration Frameworks.
Computer, 2016

Geographical information system parallelization for spatial big data processing: a review.
Clust. Comput., 2016

Migrating Smart City Applications to the Cloud.
IEEE Cloud Comput., 2016

Osmotic Computing: A New Paradigm for Edge/Cloud Integration.
IEEE Cloud Comput., 2016

Threats to Networking Cloud and Edge Datacenters in the Internet of Things.
IEEE Cloud Comput., 2016

Holistic Performance Monitoring of Hybrid Clouds: Complexities and Future Directions.
IEEE Cloud Comput., 2016

Internet of Things and Edge Cloud Computing Roadmap for Manufacturing.
IEEE Cloud Comput., 2016

Open Issues in Scheduling Microservices in the Cloud.
IEEE Cloud Comput., 2016

Resource and Performance Distribution Prediction for Large Scale Analytics Queries.
Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

SLA-Aware Scheduling of Map-Reduce Applications on Public Clouds.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

SMTP: An Optimized Storage Method for Vehicle Trajectory Data Exploiting Trajectory Patterns.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

A Secure Big Data Stream Analytics Framework for Disaster Management on the Cloud.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015
A Big Picture of Integrity Verification of Big Data in Cloud Computing.
Proceedings of the Handbook on Data Centers, 2015

Opportunistic Databank: A context Aware on-the-fly Data Center for Mobile Networks.
Proceedings of the Handbook on Data Centers, 2015

Modeling and Simulation of Data Center Networks.
Proceedings of the Handbook on Data Centers, 2015

A Parallel File System with Application-Aware Data Layout Policies for Massive Remote Sensing Image Processing in Digital Earth.
IEEE Trans. Parallel Distributed Syst., 2015

Parallel Processing of Dynamic Continuous Queries over Streaming Data Flows.
IEEE Trans. Parallel Distributed Syst., 2015

An Overview of Cloud Based Content Delivery Networks: Research Dimensions and State-of-the-Art.
Trans. Large Scale Data Knowl. Centered Syst., 2015

Guest Editorial on Advances in Tools and Techniques for Enabling Cyber-Physical-Social Systems - Part II.
IEEE Trans. Comput. Soc. Syst., 2015

Guest Editorial on Advances in Tools and Techniques for Enabling Cyber-Physical-Social Systems - Part I.
IEEE Trans. Comput. Soc. Syst., 2015

Recent advances in autonomic provisioning of big data applications on clouds.
IEEE Trans. Cloud Comput., 2015

Workload Prediction Using ARIMA Model and Its Impact on Cloud Applications' QoS.
IEEE Trans. Cloud Comput., 2015

Ultra-Scalable CPU-MIC Acceleration of Mesoscale Atmospheric Modeling on Tianhe-2.
IEEE Trans. Computers, 2015

CloudGenius: A Hybrid Decision Support Method for Automating the Migration of Web Application Clusters to Public Clouds.
IEEE Trans. Computers, 2015

MuR-DPA: Top-Down Levelled Multi-Replica Merkle Hash Tree Based Secure Public Auditing for Dynamic Big Data Storage on Cloud.
IEEE Trans. Computers, 2015

Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net.
IEEE Syst. J., 2015

Particle Swarm Optimization based dictionary learning for remote sensing big data.
Knowl. Based Syst., 2015

Big Data Privacy in the Internet of Things Era.
IT Prof., 2015

Towards building a data-intensive index for big data computing - A case study of Remote Sensing data processing.
Inf. Sci., 2015

Cloud Resource Orchestration Programming: Overview, Issues, and Directions.
IEEE Internet Comput., 2015

Software Tools and Techniques for Big Data Computing in Healthcare Clouds.
Future Gener. Comput. Syst., 2015

A note on new trends in data-aware scheduling and resource provisioning in modern HPC systems.
Future Gener. Comput. Syst., 2015

Remote sensing big data computing: Challenges and opportunities.
Future Gener. Comput. Syst., 2015

Semantic analysis and retrieval of spatial data based on the uncertain ontology model in Digital Earth.
Int. J. Digit. Earth, 2015

A Cloud Infrastructure Service Recommendation System for Optimizing Real-time QoS Provisioning Constraints.
CoRR, 2015

City Data Fusion: Sensor Data Fusion in the Internet of Things.
CoRR, 2015

Designing End to End Privacy for Open Data Markets in the Internet of Things: A Survey.
CoRR, 2015

Resource Usage Estimation of Data Stream Processing Workloads in Datacenter Clouds.
CoRR, 2015

A note on resource orchestration for cloud computing.
Concurr. Comput. Pract. Exp., 2015

Reporting an experience on design and implementation of e-Health systems on Azure cloud.
Concurr. Comput. Pract. Exp., 2015

An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art.
Computing, 2015

Processing Distributed Internet of Things Data in Clouds.
IEEE Cloud Comput., 2015

Cross-Layer Cloud Resource Configuration Selection in the Big Data Era.
IEEE Cloud Comput., 2015

End-to-End Privacy for Open Big Data Markets.
IEEE Cloud Comput., 2015

Trustworthy Processing of Healthcare Big Data in Hybrid Clouds.
IEEE Cloud Comput., 2015

Building Sensor-Based Big Data Cyberinfrastructures.
IEEE Cloud Comput., 2015

A Dynamic Key Length Based Approach for Real-Time Security Verification of Big Sensing Data Stream.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

DPBSV - An Efficient and Secure Scheme for Big Sensing Data Stream.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Orchestrating Quality of Service in the Cloud of Things Ecosystem.
Proceedings of the IEEE International Symposium on Nanoelectronic and Information Systems, 2015

A Case for Understanding End-to-End Performance of Topic Detection and Tracking Based Big Data Applications in the Cloud.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

Resource Distribution Estimation for Data-Intensive Workloads: Give Me My Share & No One Gets Hurt!
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2015

Discovery-Driven Service Oriented IoT Architecture.
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Cross-Layer SLA Management for Cloud-hosted Big Data Analytics Applications.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Efficient Algorithms for Social Network Coverage and Reach.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Task-Tree Based Large-Scale Mosaicking for Massive Remote Sensed Imageries with Dynamic DAG Scheduling.
IEEE Trans. Parallel Distributed Syst., 2014

Authorized Public Auditing of Dynamic Big Data Storage on Cloud with Efficient Verifiable Fine-Grained Updates.
IEEE Trans. Parallel Distributed Syst., 2014

Estimating the Statistical Characteristics of Remote Sensing Big Data in the Wavelet Transform Domain.
IEEE Trans. Emerg. Top. Comput., 2014

Variation-Aware Layer Assignment With Hierarchical Stochastic Optimization on a Multicore Platform.
IEEE Trans. Emerg. Top. Comput., 2014

A note on software tools and techniques for monitoring and prediction of cloud services.
Softw. Pract. Exp., 2014

A security framework in G-Hadoop for big data computing across distributed Cloud data centres.
J. Comput. Syst. Sci., 2014

Towards understanding the runtime configuration management of do-it-yourself content delivery network applications over public clouds.
Future Gener. Comput. Syst., 2014

IK-SVD: Dictionary Learning for Spatial Big Data via Incremental Atom Update.
Comput. Sci. Eng., 2014

Privacy of Big Data in the Internet of Things Era.
CoRR, 2014

Guest Editors' Introduction: Cloud-Based Smart Evacuation Systems for Emergency Management.
IEEE Cloud Comput., 2014

Modeling and Simulation in Performance Optimization of Big Data Processing Frameworks.
IEEE Cloud Comput., 2014

The Cloud Interoperability Challenge.
IEEE Cloud Comput., 2014

Streaming Big Data Processing in Datacenter Clouds.
IEEE Cloud Comput., 2014

Running Data-Intensive Scientific Workflows in the Cloud.
Proceedings of the 15th International Conference on Parallel and Distributed Computing, 2014

Real-Time QoS Monitoring for Cloud-Based Big Data Analytics Applications in Mobile Environments.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

On Cloud Spot Market: An Overview of the Research.
Proceedings of the Intelligent Cloud Computing - First International Conference, 2014

Fuzzy cloud service selection framework.
Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

CLAMS: Cross-layer Multi-cloud Application Monitoring-as-a-Service Framework.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
Peer-to-peer service provisioning in cloud computing environments.
J. Supercomput., 2013

A workload-driven approach to database query processing in the cloud.
J. Supercomput., 2013

MediaWise cloud content orchestrator.
J. Internet Serv. Appl., 2013

Investigating Techniques for Automating the Selection of Cloud Infrastructure Services.
Int. J. Next Gener. Comput., 2013

Applying Design of Experiments (DOE) to Performance Evaluation of Commercial Cloud Services.
Int. J. Grid High Perform. Comput., 2013

G-Hadoop: MapReduce across distributed data centers for data-intensive computing.
Future Gener. Comput. Syst., 2013

Energy-aware parallel task scheduling in a cluster.
Future Gener. Comput. Syst., 2013

Model-driven provisioning of application services in hybrid computing environments.
Future Gener. Comput. Syst., 2013

An Overview of the Commercial Cloud Monitoring Tools: Research Dimensions, Design Issues, and State-of-the-Art.
CoRR, 2013

On construction of heuristic QoS bandwidth management in clouds.
Concurr. Comput. Pract. Exp., 2013

A scalable Helmholtz solver in GRAPES over large-scale multicore cluster.
Concurr. Comput. Pract. Exp., 2013

Special issue: second international workshop on workflow management in service and cloud computing (WMSC2010).
Concurr. Comput. Pract. Exp., 2013

Adaptive workflow scheduling for dynamic grid and cloud computing environment.
Concurr. Comput. Pract. Exp., 2013

An Iterative Hierarchical Key Exchange Scheme for Secure Scheduling of Big Data Applications in Cloud Computing.
Proceedings of the 12th IEEE International Conference on Trust, 2013

A Social Network Based Collaborative Video Story Composition Platform.
Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

Using Traditional Data Analysis Algorithms to Detect Access Patterns for Massive Data Processing.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Public Auditing for Big Data Storage in Cloud Computing - A Survey.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

A User Demand Uncertainty Based Approach for Cloud Resource Management.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Early Observations on Performance of Google Compute Engine for Scientific Computing.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

2012
Coordinated load management in Peer-to-Peer coupled federated grid systems.
J. Supercomput., 2012

Special section: software architectures and application development environments for Cloud computing.
Softw. Pract. Exp., 2012

MediaWise - Designing a Smart Media Cloud
CoRR, 2012

Special section on autonomic cloud computing: technologies, services, and applications.
Concurr. Comput. Pract. Exp., 2012

CloudGenius: decision support for web server cloud migration.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Do-It-Yourself Content Delivery Network Orchestrator.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

A Simulation Study on Urban Water Threat Detection in Modern Cyberinfrastructures.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Parallel Processing of Massive EEG Data with MapReduce.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

A Declarative Recommender System for Cloud Infrastructure Services Selection.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2012

An ontology-based system for Cloud infrastructure services' discovery.
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

Investigating decision support techniques for automating Cloud service selection.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

Cloud monitoring for optimizing the QoS of hosted applications.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

2011
CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms.
Softw. Pract. Exp., 2011

A taxonomy and survey on autonomic management of applications in grid computing environments.
Concurr. Comput. Pract. Exp., 2011

A Cloud Resource Orchestration Framework for Simplifying the Management of Web Applications.
Proceedings of the Service-Oriented Computing - ICSOC 2011 Workshops, 2011

Virtual Machine Provisioning Based on Analytical Performance and QoS in Cloud Computing Environments.
Proceedings of the International Conference on Parallel Processing, 2011

2010
Peer-to-Peer Cloud Provisioning: Service Discovery and Load-Balancing.
Proceedings of the Cloud Computing, Principles, Systems and Applications, 2010

Cooperative and decentralized workflow scheduling in global grids.
Future Gener. Comput. Syst., 2010

Special section: Federated resource management in grid and cloud computing systems.
Future Gener. Comput. Syst., 2010

Reputation-based dependable scheduling of workflow applications in Peer-to-Peer Grids.
Comput. Networks, 2010

A Taxonomy of Autonomic Application Management in Grids.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

InterCloud: Utility-Oriented Federation of Cloud Computing Environments for Scaling of Application Services.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2010

2009
Peer-to-Peer Cloud Provisioning: Service Discovery and Load-Balancing
CoRR, 2009

CloudSim: A Novel Framework for Modeling and Simulation of Cloud Computing Infrastructures and Services
CoRR, 2009

Modeling and simulation of scalable Cloud computing environments and the CloudSim toolkit: Challenges and opportunities.
Proceedings of the 2009 International Conference on High Performance Computing & Simulation, 2009

A distributed heuristic for decentralized workflow scheduling in global Grids.
Proceedings of the 2009 10th IEEE/ACM International Conference on Grid Computing, 2009

Dependable workflow scheduling in global Grids.
Proceedings of the 2009 10th IEEE/ACM International Conference on Grid Computing, 2009

2008
A case for cooperative and incentive-based federation of distributed clusters.
Future Gener. Comput. Syst., 2008

Decentralized Overlay for Federation of Enterprise Clouds
CoRR, 2008

Peer-to-peer-based resource discovery In global grids: A tutorial.
IEEE Commun. Surv. Tutorials, 2008

A Decentralized and Cooperative Workflow Scheduling Algorithm.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007
Decentralised Resource Discovery Service for Large Scale Federated Grids.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

2006
A Taxonomy of Peer-to-Peer Based Complex Queries: a Grid perspective
CoRR, 2006

SLA-Based Coordinated Superscheduling Scheme and Performance for Computational Grids
CoRR, 2006

SLA-Based Coordinated Superscheduling Scheme for Computational Grids.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006

2005
Alchemi: A .NET-based Enterprise Grid Computing System.
Proceedings of The 2005 International Conference on Internet Computing, 2005

A model for cooperative federation of distributed clusters.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005

A Case for Cooperative and Incentive-Based Coupling of Distributed Clusters.
Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

2004
Alchemi: A .NET-based Grid Computing Framework and its Integration into Global Grids
CoRR, 2004


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