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List of works by Albert Zomaya

A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacenter Networks

scholarly article

A Novel Hierarchical Two-Tier Node-Deployment Strategy for Sustainable Wireless Sensor Networks

scholarly article

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

A Survey of Mobile Device Virtualization

scientific article published on 05 April 2016

A Sustainable and User-Behavior-Aware Cyber-Physical System for Home Energy Management

scholarly article

A genetic ensemble approach for gene-gene interaction identification

scientific article

A modular kernel approach for integrative analysis of protein domain boundaries

scientific article

A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data

scientific article

A novel integrative phylogenetic analysis system

scientific article published on 5 August 2010

A parallel computing engine for a class of time critical processes

scientific article published in January 1997

A particle swarm based hybrid system for imbalanced medical data sampling

scientific article published on 3 December 2009

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems

scientific article published on 6 June 2014

A survey on resource allocation in high performance distributed computing systems

scientific article published in November 2013

Achieving Sub-second Pairwise Query over Evolving Graphs

scientific article published on 30 January 2023

AdaSampling for Positive-Unlabeled and Label Noise Learning With Bioinformatics Applications

scientific article published on 02 April 2018

Adaptive Vertical Federated Learning on Unbalanced Features

scientific article published in 2022

An Efficient Data-Driven Clustering Technique to Detect Attacks in SCADA Systems

scientific article published in 2016

An Input-to-State Stability-Based Load Restoration Approach for Isolated Power Systems

scientific article published on 08 March 2018

An overview of energy efficiency techniques in cluster computing systems

scientific article published on 10 September 2011

An overview of protein-folding techniques: issues and perspectives.

scientific article

Analysis of protein phosphorylation site predictors with an independent dataset

scientific article published in January 2009

Assortative mixing in directed biological networks

scientific article published on 20 August 2010

Bayesian tensor factorization for multi-way analysis of multi-dimensional EEG

scholarly article

Bio-inspired solutions to parallel processing problems ⬇️

scholarly article

Blockchain for smart communities: Applications, challenges and opportunities

scholarly article

CASpMV: A Customized and Accelerative SpMV Framework for the Sunway TaihuLight

scholarly article

Circuit Copyright Blockchain: Blockchain-Based Homomorphic Encryption for IP Circuit Protection

scientific article published in 2021

Cloud Log Forensics: Foundations, State of the Art, and Future Directions ⬇️

journal article from 'ACM Computing Surveys' published in 2016

Coherent information structure in complex computation ⬇️

scientific article published on November 30, 2011

Composition-Driven IoT Service Provisioning in Distributed Edges

scholarly article

Cost-Effective Processing in Fog-Integrated Internet of Things Ecosystems

scientific article published on 15 November 2017

Crowdware: A Framework for GPU-Based Public-Resource Computing with Energy-Aware Incentive Mechanism

DROPS: Division and Replication of Data in Cloud for Optimal Performance and Security

scientific article published in 2018

DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization

scientific article published in 2022

DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-scale Deep Features

scientific article published on 06 August 2020

Dependent Function Embedding for Distributed Serverless Edge Computing

scientific article published in 2022

Detecting users’ anomalous emotion using social media for business intelligence

scholarly article by Xiao Sun et al published March 2018 in Journal of Computational Science

Detection of SLA Violation for Big Data Analytics Applications in Cloud

scientific article published in 2021

Distributed Segment-Based Anomaly Detection With Kullback–Leibler Divergence in Wireless Sensor Networks

DomNet: protein domain boundary prediction using enhanced general regression network and new profiles.

scientific article

Dynamical Service Deployment and Replacement in Resource-Constrained Edges ⬇️

scholarly article

Economical and Balanced Energy Usage in the Smart Home Infrastructure: A Tutorial and New Results

scientific article published in 2015

Editorial: special issue on “big data security and privacy”

scientific article published in 2017

Efficient Cloud Provisioning for Video Transcoding: Review, Open Challenges and Future Opportunities

scholarly article

Efficient Data Placement and Replication for QoS-Aware Approximate Query Evaluation of Big Data Analytics

scholarly article

Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds

scientific article published in 2022

Efficient mobile code offloading in heterogeneous wireless networks

scholarly article

Efficient threshold password-authenticated secret sharing protocols for cloud computing

scientific article published in 2019

En-ABC: An ensemble artificial bee colony based anomaly detection scheme for cloud environment

scientific article published on 28 September 2019

Enabling Wireless Communications and Networking Technologies of Edge Computing

scholarly article

Energy efficient genetic-based schedulers in computational grids

scientific article published on 23 April 2012

Energy trading with dynamic pricing for electric vehicles in a smart city environment

scholarly article published in May 2019

Energy-Efficient Workflow Scheduling Using Container-Based Virtualization in Software-Defined Data Centers

scientific article published on 07 April 2020

Energy-aware parallel task scheduling in a cluster

scientific article published in September 2013

Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain

scholarly article

Fast Adaptive Task Offloading in Edge Computing Based on Meta Reinforcement Learning

scientific article published in 2021

Fine-Grained Lesion Classification Framework for Early Auxiliary Diagnosis

scientific article published on 21 March 2023

Fingerprint Identification With Shallow Multifeature View Classifier

scientific article published on 24 December 2019

Forecasting yield by integrating agrarian factors and machine learning models: A survey

scholarly article

Fully Homomorphic based Privacy-Preserving Distributed Expectation Maximization on Cloud

scientific article published in 2020

Green Data-Collection From Geo-Distributed IoT Networks Through Low-Earth-Orbit Satellites

scholarly article

Greening emerging IT technologies: techniques and practices

GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism

scientific article published in 2023

Guest Editors' Introduction: Cloud-Based Smart Evacuation Systems for Emergency Management

scientific article published in 2014

Hierarchical kernel mixture models for the prediction of AIDS disease progression using HIV structural gp120 profiles.

scientific article

Improved general regression network for protein domain boundary prediction.

scientific article

Improving the performance of DomainDiscovery of protein domain boundary assignment using inter-domain linker index

scientific article

InaudibleKey

scientific article published on 20 May 2021

Inferring boundary information of discontinuous-domain proteins.

scientific article published on September 2008

Information modification and particle collisions in distributed computation ⬇️

scientific article published on September 1, 2010

Lability of antiretroviral drug resistance mutations--correlates with immunological and virological responses

scientific article published on July 2007

Local information transfer as a spatiotemporal filter for complex systems

scientific article

MacroServ: A Route Recommendation Service for Large-Scale Evacuations

scientific article published in 2017

Multiprocessor scheduling using mean-field annealing ⬇️

scholarly article

Nothing Blocks Me: Precise and Real-Time LOS/NLOS Path Recognition in RFID Systems

scholarly article

Numerical computation of differential-algebraic equations for nonlinear dynamics of multibody android systems in automobile crash simulation

scientific article published in October 1999

On Enabling Sustainable Edge Computing with Renewable Energy Resources

scholarly article published in May 2018

On the performance of greedy forwarding on Yao and Theta graphs

scholarly article published in July 2018

Orchestrating Big Data Analysis Workflows in the Cloud

scholarly article

Parallel computing problems and nature-inspired solutions

scholarly article

Performance Analysis of Dense Small Cell Networks With Dynamic TDD

scholarly article

Proofware: Proof of Useful Work Blockchain Consensus Protocol for Decentralized Applications ⬇️

manuscript published in 2019

Provisioning and Management of Internet of Things Applications

scientific article published on 15 November 2017

RAMP: reliability-aware elastic instance provisioning for profit maximization

article by Luke M. Leslie et al published 26 October 2015 in The Journal of Supercomputing

RBT-GA: a novel metaheuristic for solving the Multiple Sequence Alignment problem

scientific article published on 7 July 2009

RBT-L: a location based approach for solving the Multiple Sequence Alignment problem

scientific article published in January 2010

RadixHap: a radix tree-based heuristic for solving the single individual haplotyping problem

scientific article published on January 2015

Reduction of Artefacts in JPEG-XR Compressed Images

scientific article published on 09 March 2019

Request Dispatching Over Distributed SDN Control Plane: A Multiagent Approach

scientific article published in May 2024

Resilient virtual communication networks using multi-commodity flow based local optimal mapping

scholarly article published in May 2018

Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid

scientific article published in 2019

Routing Schemes in Software-Defined Vehicular Networks: Design, Open Issues and Challenges

scientific article published in 2021

SLA Management for Big Data Analytical Applications in Clouds

scientific article published on 12 June 2020

Sample Subset Optimization Techniques for Imbalanced and Ensemble Learning Problems in Bioinformatics Applications

scientific article published on 30 September 2013

Secure and Sustainable Load Balancing of Edge Data Centers in Fog Computing

scholarly article published in May 2018

Security for QoS assured wireless and mobile networks

Security, energy, and performance-aware resource allocation mechanisms for computational grids

scientific article published in February 2014

SiteSeek: post-translational modification analysis using adaptive locality-effective kernel methods and new profiles

scientific article

SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application

scientific article published on 13 May 2019

Spatial-Keyword Skyline Publish/Subscribe Query Processing Over Distributed Sliding Window Streaming Data

scientific article published in 2022

Stochastic Client Selection for Federated Learning With Volatile Clients

scientific article published in 2022

Sub-curve HMM: A malware detection approach based on partial analysis of API call sequences

scientific article published in 2020

System modelling and performance evaluation of a three-tier Cloud of Things

TBRS: A trust based recommendation scheme for vehicular CPS network

scholarly article

Temporal Convolutional Networks for the Advance Prediction of ENSO

scientific article published on 15 May 2020

The Next Grand Challenges: Integrating the Internet of Things and Data Science

scholarly article published May 2018

The Pagerank-Index: Going beyond Citation Counts in Quantifying Scientific Impact of Researchers

scientific article

Using a GPU to Accelerate a Longwave Radiative Transfer Model with Efficient CUDA-Based Methods ⬇️

scholarly article

Using genetic algorithm in reconstructing single individual haplotype with minimum error correction.

scientific article

Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers ⬇️

scholarly article

Virtual Machine Level Temperature Profiling and Prediction in Cloud Datacenters ⬇️

vmBBProfiler: a black-box profiling approach to quantify sensitivity of virtual machines to shared cloud resources

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