IEEE Transactions on Cloud Computing

Article	Citations
Efficient Online Computing Offloading for Budget- Constrained Cloud-Edge Collaborative Video Streaming Systems	222
Optimizing Cloud Data Lake Queries With a Balanced Coverage Plan	218
Learning-Based Dynamic Memory Allocation Schemes for Apache Spark Data Processing	167
Polaris: Accelerating Asynchronous Federated Learning With Client Selection	130
Accurate and Efficient Monitoring for Virtualized SDN in Clouds	120
BPFGuard: Multi-Granularity Container Runtime Mandatory Access Control	118
Secure and Efficient Cloud-Based Multi-Party Private Set Intersection With Union Protocol	117
An Efficient Delegatable Order-Revealing Encryption Scheme for Multi-User Range Queries	108
Distributed Energy Management for Multiple Data Centers With Renewable Resources and Energy Storages	103
Dynamic Resource Management to Defend Against Advanced Persistent Threats in Fog Computing: A Game Theoretic Approach	102
An Efficient Identity-Based Encryption With Equality Test in Cloud Computing	100
Pricing and Budget Allocation for IoT Blockchain With Edge Computing	99
Task Offloading for Deep Learning Empowered Automatic Speech Analysis in Mobile Edge-Cloud Computing Networks	85
Extending Kubernetes Clusters to Low-Resource Edge Devices Using Virtual Kubelets	83
A Cloud-Edge Collaboration Framework for Cognitive Service	80
A Privacy-Preserving JPEG Image Retrieval Scheme Using the Local Markov Feature and Bag-of-Words Model in Cloud Computing	78
Branchy Deep Learning Based Real-Time Defect Detection Under Edge-Cloud Fusion Architecture	75
PPEC: A Privacy-Preserving, Cost-Effective Incremental Density Peak Clustering Analysis on Encrypted Outsourced Data	72
Minimizing Response Delay in UAV-Assisted Mobile Edge Computing by Joint UAV Deployment and Computation Offloading	71
An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring	70
Modeling Resource Scheduling in Optical Switching DCNs under Bursty and Skewed Traffic	69
Efficient Online Scheduling for Coflow-Aware Machine Learning Clusters	67
Cyclic Matrix Coding to Mitigate ACK Blocking of MPTCP in Data Center Networks	63
SVD: A Scalable Virtual Machine Disk Format	61
Architectural Protection of Trusted System Services for SGX Enclaves in Cloud Computing	60

Joint Management of Wireless and Computing Resources for Computation Offloading in Mobile Edge Clouds	57
Service Availability Analysis in a Virtualized System: A Markov Regenerative Model Approach	57
Survivable IaaS Management with SDN	57
Joint Planning of Network Slicing and Mobile Edge Computing: Models and Algorithms	55
Deadline-aware Online Job Scheduling for Distributed Training in Heterogeneous Clusters	54
Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks	54
PerfSim: A Performance Simulator for Cloud Native Microservice Chains	54
Transfer Reinforcement Learning for Adaptive Task Offloading Over Distributed Edge Clouds	53
CIPPPA: Conditional Identity Privacy-Preserving Public Auditing for Cloud-Based WBANs Against Malicious Auditors	49
A Two-stage Multi-population Genetic Algorithm with Heuristics for Workflow Scheduling in Heterogeneous Distributed Computing Environments	49
Similarity Search for Encrypted Images in Secure Cloud Computing	46
A User-Centric Data Protection Method for Cloud Storage Based on Invertible DWT	46
Toward Secure Data Computation and Outsource for Multi-User Cloud-Based IoT	45
A Dynamic Deep-Learning-Based Virtual Edge Node Placement Scheme for Edge Cloud Systems in Mobile Environment	44
Enabling Simultaneous Content Regulation and Privacy Protection for Cloud Storage Image	42
Delay and Cost Optimization in Computational Offloading Systems with Unknown Task Processing Times	41
SecEDMO: Enabling Efficient Data Mining with Strong Privacy Protection in Cloud Computing	41
Redundancy Minimization and Cost Reduction for Workflows with Reliability Requirements in Cloud-Based Services	39
Asynchronous Optical Traffic Offloading of Hybrid Optical/Electrical Data Center Networks	39
RDMA-Enabled Concurrency Control Protocols for Transactions in the Cloud Era	38
Quantifying Satisfaction of Security Requirements of Cloud Software Systems	37
Passive User Authentication Utilizing Two-Dimensional Features for IIoT Systems	37
CLUE: Systems Support for Knowledge Transfer in Collaborative Learning With Neural Nets	36
A Hybrid Scheduling Framework for Mixed Real-Time Tasks in an Automotive System With Vehicular Network	36
Reversible Data Hiding in Shared Images Based on Syndrome Decoding and Homomorphism	36
Efficient and Privacy-Preserving Similar Patients Query Scheme Over Outsourced Genomic Data	36
Balancing Privacy and Flexibility of Cloud-Based Personal Health Records Sharing System	35
Cooperative Job Scheduling and Data Allocation in Data-Intensive Parallel Computing Clusters	35
Edge AR X5: An Edge-Assisted Multi-User Collaborative Framework for Mobile Web Augmented Reality in 5G and Beyond	34
Dynamic Cloud Resource Allocation Considering Demand Uncertainty	34
Enabling Traceable and Verifiable Multi-User Forward Secure Searchable Encryption in Hybrid Cloud	34
AI-Bazaar: A Cloud-Edge Computing Power Trading Framework for Ubiquitous AI Services	34
Dynamic Task Offloading in Edge Computing Based on Dependency-Aware Reinforcement Learning	33
Performance Modeling of Metric-Based Serverless Computing Platforms	33
A Multi-Objective Clustering Evolutionary Algorithm for Multi-Workflow Computation Offloading in Mobile Edge Computing	33
Cost Minimizing Reservation and Scheduling Algorithms for Public Clouds	33
Cloud-Edge Collaborative Service Architecture With Large-Tiny Models Based on Deep Reinforcement Learning	33
Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions	33
Interactive Visualization of Large Turbulent Flow as a Cloud Service	32
Lyapunov Optimization-Based Trade-Off Policy for Mobile Cloud Offloading in Heterogeneous Wireless Networks	32
User-Centric Interference-Aware Load Balancing for Cloud-Deployed Applications	32
Multi-Access Filtering for Privacy-Preserving Fog Computing	31
Two-Server Delegation of Computation on Label-Encrypted Data	31
Efficient Approximation Algorithms for Scheduling Coflows With Total Weighted Completion Time in Identical Parallel Networks	30
NetStor: Network and Storage Traffic Management for Ensuring Application QoS in a Hyperconverged Data-Center	30
A State-Aware Method for Flows With Fairness on NVMe SSDs With Load Balance	30
Towards Dependency-Aware Cache Management for Data Analytics Applications	30
Comment on “Multi-Keyword Searchable and Verifiable Attribute-Based Encryption Over Cloud Data”	30
A Low-Load Distributed Stream Processing System for Continuous Conjunctive Normal Form Queries	30
A Group-Vehicles Oriented Reputation Assessment Scheme for Edge VANETs	29

CloudBrain-ReconAI: A Cloud Computing Platform for MRI Reconstruction and Radiologists’ Image Quality Evaluation	29
RES: Real-Time Video Stream Analytics Using Edge Enhanced Clouds	29
Understanding Serverless Inference in Mobile-Edge Networks: A Benchmark Approach	29
SR-PEKS: Subversion-Resistant Public Key Encryption With Keyword Search	29
BatOpt: Optimizing GPU-Based Deep Learning Inference Using Dynamic Batch Processing	29
Space-Hard Obfuscation Against Shared Cache Attacks and its Application in Securing ECDSA for Cloud-Based Blockchains	27
Context-Aware Routing in Fog Computing Systems	27
An Efficient Approach Based on Ant Colony Optimization and Tabu Search for a Resource Embedding Across Multiple Cloud Providers	27
A Multi-Objective Virtual Network Migration Algorithm Based on Reinforcement Learning	27
Learning to Optimize Workflow Scheduling for an Edge–Cloud Computing Environment	27
An Efficient Oblivious Random Data Access Scheme in Cloud Computing	27
Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers	27
Spotlight: Scalable Transport Layer Load Balancing for Data Center Networks	27
Guest Editorial: Special Section on Demand Response Applications of Cloud Computing Technologies	27
Publicly Verifiable Shared Dynamic Electronic Health Record Databases With Functional Commitment Supporting Privacy-Preserving Integrity Auditing	27
Joint Adaptive Aggregation and Resource Allocation for Hierarchical Federated Learning Systems Based on Edge-Cloud Collaboration	26
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions	26
Efficiently Consolidating Virtual Data Centers for Time-Varying Resource Demands	26
Self-Adaptive Gradient Quantization for Geo-Distributed Machine Learning Over Heterogeneous and Dynamic Networks	26
Dual Traceable Distributed Attribute-Based Searchable Encryption and Ownership Transfer	26
An Efficient Privacy-Aware Authentication Scheme With Hierarchical Access Control for Mobile Cloud Computing Services	25
Quantitative Analysis of Opacity in Cloud Computing Systems	25
Efficient IoT Management With Resilience to Unauthorized Access to Cloud Storage	25
Privacy-Preserving Multi-Range Queries for Secure Data Outsourcing Services	25
Searchable Public-Key Encryption With Cryptographic Reverse Firewalls for Cloud Storage	24
Autonomic Resource Management for Fog Computing	24
Efficient Identity-Based Provable Multi-Copy Data Possession in Multi-Cloud Storage	24
Less is More: Service Profit Maximization in Geo-Distributed Clouds	24
Optimal Energy Trading With Demand Responses in Cloud Computing Enabled Virtual Power Plant in Smart Grids	24
Two-Stage Learning Approach for Semantic-Aware Task Scheduling in Container-Based Clouds	24
Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Data Centers	23
Queue-Aware Service Orchestration and Adaptive Parallel Traffic Scheduling Optimization in SDNFV-Enabled Cloud Computing	23
Enabling Edge-Cloud Video Analytics for Robotics Applications	23
COCSN: A Multi-Tiered Cascaded Optical Circuit Switching Network for Data Center	23
psvCNN: A Zero-Knowledge CNN Prediction Integrity Verification Strategy	23
Towards Enabling Residential Virtual-Desktop Computing	23
Hyperion: Hardware-Based High-Performance and Secure System for Container Networks	23
A Novel Web Attack Detection Mechanism Using Maximal-Munch With Torrent Deep Network	23
Trading Cost and Throughput in Geo-Distributed Analytics With A Two Time Scale Approach	22
Resource Price-Aware Offloading for Edge-Cloud Collaboration: A Two-Timescale Online Control Approach	22
MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications	22
Performance Modeling of Serverless Computing Platforms	21
Enhanced Semantic-Aware Multi-Keyword Ranked Search Scheme Over Encrypted Cloud Data	21
Computing Without Borders: The Way Towards Liquid Computing	21
Achieving Privacy-Preserving Online Multi-Layer Perceptron Model in Smart Grid	21
Space-Efficient Storage Structure of Blockchain Transactions Supporting Secure Verification	20
ReflexPilot: Startup-aware Dependent Task Scheduling based on Deep Reinforcement Learning for Edge-cloud Collaborative Computing	20
Reversible Data Hiding in Shared Images With Separate Cover Image Reconstruction and Secret Extraction	20
Enabling Multi-Layer Threat Analysis in Dynamic Cloud Environments	20
Directed Search: A New Operator in NSGA-II for Task Scheduling in IoT Based on Cloud-Fog Computing	20
PPSKSQ: Towards Efficient and Privacy-Preserving Spatial Keyword Similarity Query in Cloud	20
Carbon-Aware Load Balance Control of Data Centers With Renewable Generations	20
A Privacy-Preserving Image Retrieval Scheme Based on 16×16 DCT and Deep Learning	20
Locality-Aware and Fault-Tolerant Batching for Machine Learning on Distributed Datasets	20
QoS-Aware Data Center Operations Based on Chance- and Risk-Constrained Optimization	20
Privacy-Preserving and Forward Public Key Encryption With Field-Free Multi-Keyword Search for Cloud Encrypted Data	19
Orchestrating Image Retrieval and Storage Over a Cloud System	19
An Online Cost-Efficient Transmission Scheme for Information-Agnostic Traffic in Inter-Datacenter Networks	19
Optimizing Cloud Computing Performance through Integration of a Threshold-Based Load Balancing Algorithm with Multiple Service Broker Policies	19
A Trust-Aware Mechanism for Cloud Federation Formation	19
Proactive Resource Autoscaling Scheme Based on SCINet for High-Performance Cloud Computing	19
Real-Time Prediction of Docker Container Resource Load Based on a Hybrid Model of ARIMA and Triple Exponential Smoothing	19
On Bayesian Epistemology of Myerson Auction	19
Privacy-Preserving Efficient Verifiable Deep Packet Inspection for Cloud-Assisted Middlebox	18
Empirical Investigation of Key Factors for SaaS Architecture	18
Maximizing Throughput of Delay-Sensitive NFV-Enabled Request Admissions via Virtualized Network Function Placement	18
Complying With Data Handling Requirements in Cloud Storage Systems	18
Understanding NFV-Enabled Vehicle Platooning Application: A Dependability View	18
Searchable Encryption With Autonomous Path Delegation Function and Its Application in Healthcare Cloud	18
Online Deployment Algorithms for Microservice Systems With Complex Dependencies	18
FADA: A Cloud-Fog-Edge Architecture and Ontology for Data Acquisition	18
Traceable and Controllable Encrypted Cloud Image Search in Multi-User Settings	18
Fixed-Point Iteration Approach to Spark Scalable Performance Modeling and Evaluation	18
Design and Evaluation of a Hierarchical Characterization and Adaptive Prediction Model for Cloud Workloads	18
Verifiable Searchable Encryption Framework Against Insider Keyword-Guessing Attack in Cloud Storage	18
Design and Implementation of Smooth Renewable Power in Cloud Data Centers	17
Transactive Operational Framework for Internet Data Centers in Geo-Distributed Local Energy Markets	17
Personality- and Value-Aware Scheduling of User Requests in Cloud for Profit Maximization	17
Tag-Based Verifiable Delegated Set Intersection Over Outsourced Private Datasets	17
A Multi-Objective Optimization Scheme for Job Scheduling in Sustainable Cloud Data Centers	17

Root Cause Analysis for Cloud-Native Applications	17
Towards Secure and Efficient Equality Conjunction Search Over Outsourced Databases	17
Power Control Framework for Green Data Centers	17
An Efficient and Robust Cloud-Based Deep Learning With Knowledge Distillation	17
BaaSLess: Backend-as-a-Service (BaaS)-Enabled Workflows in Federated Serverless Infrastructures	17
FPGA-Accelerated Searchable Encrypted Database Management Systems for Cloud Services	17
Infrastructure-efficient Virtual-Machine Placement and Workload Assignment in Cooperative Edge-Cloud Computing Over Backhaul Networks	17
Real-Time FaaS: Towards a Latency Bounded Serverless Cloud	17
Enhancing Voltage Compliance in Distribution Network Under Cloud and Edge Computing Framework	16
Resource Allocation With Workload-Time Windows for Cloud-Based Software Services: A Deep Reinforcement Learning Approach	16
Are ARM Cloud Servers Ready for Database Workloads? an Experimental Study	16
Hybrid Multiple Access for Network Slicing Aware Mobile Edge Computing	16
A Lightweight Privacy-Preserving Ciphertext Retrieval Scheme Based on Edge Computing	16
ByteTuning: Watermark Tuning for RoCEv2	16
Verifiable and Dynamic Multi-Keyword Search Over Encrypted Cloud Data Using Bitmap	16
Duplicacy: A New Generation of Cloud Backup Tool Based on Lock-Free Deduplication	16
A Reliability-Aware, Delay Guaranteed, and Resource Efficient Placement of Service Function Chains in Softwarized 5G Networks	16
Reestablishing Page Placement Mechanisms for Nested Virtualization	16
Accelerating Distributed Learning in Non-Dedicated Environments	16
PM2VE: Power Metering Model for Virtualization Environments in Cloud Data Centers	16
Secure Cloud Storage With Data Dynamics Using Secure Network Coding Techniques	16
Resource Allocation for Cloud-Based Software Services Using Prediction-Enabled Feedback Control With Reinforcement Learning	16
Accurate Fault Location using Deep Neural Evolution Network in Cloud Data Center Interconnection	16
Characterizing Co-Located Workloads in Alibaba Cloud Datacenters	15
Large-Scale Measurements and Optimizations on Latency in Edge Clouds	15
Less Provisioning: A Hybrid Resource Scaling Engine for Long-Running Services With Tail Latency Guarantees	15
Cache Allocation in Multi-tenant Edge Computing: an Online Model-based Reinforcement Learning Approach	15
Non-Intrusive and Workflow-Aware Virtual Network Function Scheduling in User-Space	15
Nimbus: Towards Latency-Energy Efficient Task Offloading for AR Services	15
Dual Optimization of Revenue and Expense in Geo-Distributed Data Centers Using Smart Grid	14
Joint Optimization of Computing Offloading and Service Caching in Edge Computing-Based Smart Grid	14
A Blockchain-Based Framework to Resolve the Oligopoly Issue in Cloud Computing	14
Online Pricing and Resource Scheduling for Profit Maximization of Cloud Storage Providers	14
MGRM: A Multi-Segment Greedy Rewriting Method to Alleviate Data Fragmentation in Deduplication-Based Cloud Backup Systems	14
GHPFL: Advancing Personalized Edge-Based Learning through Optimized Bandwidth Utilization	14
A Novel Data Placement and Retrieval Service for Cooperative Edge Clouds	14
Alleviating Congestion via Switch Design for Fair Buffer Allocation in Datacenters	14
Energy-Efficient Device Activation, Rule Installation and Data Transmission in Software Defined DCNs	13
Virtual Machine Placement Optimization in Mobile Cloud Gaming Through QoE-Oriented Resource Competition	13
Joint Task Offloading and Resource Allocation for Device-Edge-Cloud Collaboration With Subtask Dependencies	13
Battery-Assisted Online Operation of Distributed Data Centers With Uncertain Workload and Electricity Prices	13
POTUS: Predictive Online Tuple Scheduling for Data Stream Processing Systems	13
Petascale Cloud Supercomputing for Terapixel Visualization of a Digital Twin	13
Secure and Efficient Online Fingerprint Authentication Scheme Based On Cloud Computing	13
DemePro: DEcouple packet Marking from Enqueuing for multiple services with PROactive congestion control	13
Online/Offline Rewritable Blockchain With Auditable Outsourced Computation	13
Demand Response Control of Smart Buildings Integrated With Security Interconnection	13
Efficient and Green Embedding of Virtual Data Centers with Mixture of Unicast and Multicast Services	13
Semi-Synchronized Non-Blocking Concurrent Kernel Cruising	13
BFCRI: A Blockchain-Based Framework for Crowdsourcing With Reputation and Incentive	13
Gemini: Enabling Multi-Tenant GPU Sharing Based on Kernel Burst Estimation	13
Context-Aware Policy Enforcement for PaaS-Enabled Access Control	13
Low Latency Big Data Processing without Prior Information	13
LPGA: Location Privacy-Guaranteed Offloading Algorithm in Cache-Enabled Edge Clouds	12
Cost-Effective and Latency-Minimized Data Placement Strategy for Spatial Crowdsourcing in Multi-Cloud Environment	12
Improving Performance and Capacity Utilization in Cloud Storage for Content Delivery and Sharing Services	12
Bidirectional and Malleable Proof-of-Ownership for Large File in Cloud Storage	12
Secure Data Group Sharing and Conditional Dissemination with Multi-Owner in Cloud Computing	12
A Remote Memory Sharing System for Virtualized Computing Infrastructures	12
Dependent Application Offloading in Edge Computing	12
Joint Computation Offloading and Resource Allocation in Mobile-Edge Cloud Computing: A Two-Layer Game Approach	12
PriRanGe: Privacy-Preserving Range-Constrained Intersection Query Over Genomic Data	12
DMORA: Decentralized Multi-SP Online Resource Allocation Scheme for Mobile Edge Computing	12
IBNR-RD: Intra-Block Neighborhood Relationship-Based Resemblance Detection for High-Performance Multi-Node Post-Deduplication	12
Secure Multi-Party Computation-Based Privacy-Preserving Authentication for Smart Cities	12
Learning Scheduling Policies for Co-Located Workloads in Cloud Datacenters	12
A Learning-Based Data Placement Framework for Low Latency in Data Center Networks	12
Dependency-Aware Computation Offloading for Mobile Edge Computing With Edge-Cloud Cooperation	12
P4Hauler: An Accelerator-Aware In-Network Load Balancer for Applications Performance Boosting	11
Cloud Computing Assisted Blockchain-Enabled Internet of Things	11
HybCon: A Scalable SDN-Based Distributed Cloud Architecture for 5G Networks	11
StreamSys: A Lightweight Executable Delivery System for Edge Computing	11
Improving LSM-Tree Based Key-Value Stores With Fine-Grained Compaction Mechanism	11
Adaptive and Scalable Caching With Erasure Codes in Distributed Cloud-Edge Storage Systems	11
Key Management Scheme for Secure Channel Establishment in Fog Computing	11
Non-Clairvoyant Scheduling of Distributed Machine Learning With Inter-Job and Intra-Job Parallelism on Heterogeneous GPUs	11
SST-LOF: Container Anomaly Detection Method Based on Singular Spectrum Transformation and Local Outlier Factor	11
BPMS: Blockchain-Based Privacy-Preserving Multi-Keyword Search in Multi-Owner Setting	11
2021 Reviewers List	11
Distributed Traffic Flow Consolidation for Power Efficiency of Large-Scale Data Center Network	11
3D Analytical Modeling and Iterative Solution for High Performance Computing Clusters	11
Proactive Fault-Tolerance Technique to Enhance Reliability of Cloud Service in Cloud Federation Environment	10
Charon: A Secure Cloud-of-Clouds System for Storing and Sharing Big Data	10
A Novel Privacy-Preserving Location-Based Services Search Scheme in Outsourced Cloud	10
Dual-Server Public-Key Authenticated Encryption with Keyword Search	10
Joint Computation Offloading and Bandwidth Assignment in Cloud-Assisted Edge Computing	10
Probability-Based Online Algorithm for Switch Operation of Energy Efficient Data Center	10
Fast Secure and Anonymous Key Agreement Against Bad Randomness for Cloud Computing	10
Achieving Fast Convergence and High Efficiency using Differential Explicit Feedback in Data Center	10
Online Performance Modeling and Prediction for Single-VM Applications in Multi-Tenant Clouds	10
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing	10
A Run-Time Framework for Ensuring Zero-Trust State of Client’s Machines in Cloud Environment	10
Interference-Aware SaaS User Allocation Game for Edge Computing	10
Optimal Resource Allocation of Cloud-Based Spark Applications	10
Understanding the Security Implication of Aborting Virtual Machine Live Migration	10