IEEE Transactions on Cloud Computing

Article	Citations
RLDR: Reinforcement Learning-Based Fast Data Recovery in Cloud-of-Clouds Storage Systems	217
A Dynamic and Secure Join Query Protocol for Multi-User Environment in Cloud Computing	216
PPSKSQ: Towards Efficient and Privacy-Preserving Spatial Keyword Similarity Query in Cloud	163
Secure and Efficient Cloud-Based Multi-Party Private Set Intersection With Union Protocol	125
Differentially Private and Truthful Reverse Auction With Dynamic Resource Provisioning for VNFI Procurement in NFV Markets	118
An Efficient Delegatable Order-Revealing Encryption Scheme for Multi-User Range Queries	117
SST-LOF: Container Anomaly Detection Method Based on Singular Spectrum Transformation and Local Outlier Factor	110
StreamSys: A Lightweight Executable Delivery System for Edge Computing	106
BPFGuard: Multi-Granularity Container Runtime Mandatory Access Control	100
Efficient Verifiable Cloud-Assisted PSI Cardinality for Privacy-Preserving Contact Tracing	99
Polaris: Accelerating Asynchronous Federated Learning With Client Selection	99
A Publicly Verifiable Outsourcing Matrix Computation Scheme Based on Smart Contracts	92
Optimizing Cloud Data Lake Queries With a Balanced Coverage Plan	84
Learning-Based Dynamic Memory Allocation Schemes for Apache Spark Data Processing	78
VSA-SD: A Service Discovery Method Based on Vector Symbol Architecture for Low-Cost IoT System Development	77
Locality-Aware and Fault-Tolerant Batching for Machine Learning on Distributed Datasets	73
BPS: Batching, Pipelining, Surgeon of Continuous Deep Inference on Collaborative Edge Intelligence	71
Partial Decode and Compare: An Efficient Verification Scheme for Coded Edge Computing	69
On a Meta Learning-Based Scheduler for Deep Learning Clusters	69
Burst Load Frequency Prediction Based on Google Cloud Platform Server	68
Group Formation and Sampling in Group-Based Hierarchical Federated Learning	65
Sparkle: Deep Learning Driven Autotuning for Taming High-Dimensionality of Spark Deployments	64
MFSSE: Multi-Keyword Fuzzy Ranked Symmetric Searchable Encryption With Pattern Hidden in Mobile Cloud Computing	63
Anomaly Transformer Ensemble Model for Cloud Data Anomaly Detection	59
Non-Clairvoyant Scheduling of Distributed Machine Learning With Inter-Job and Intra-Job Parallelism on Heterogeneous GPUs	57

Optimizing Quality-Aware Big Data Applications in the Cloud	56
VFTree: A Versatile Network Architecture for Data Centers	55
A Robust Generic Multi-Authority Attributes Management System for Cloud Storage Services	55
Consolidating Policy Chains Using One Pass Packet Steering in Software Defined Data Centers	54
CloudCFI: Context-Sensitive and Incremental CFI in the Cloud Environment	52
Evaluating Distributed Computing Infrastructures: An Empirical Study Comparing Hadoop Deployments on Cloud and Local Systems	51
Low Latency and High Throughput Write-Ahead Logging Using CAPI-Flash	49
Investigating Machine Learning Algorithms for Modeling SSD I/O Performance for Container-Based Virtualization	48
An Energy and Performance Aware Consolidation Technique for Containerized Datacenters	48
Classification-Based and Energy-Efficient Dynamic Task Scheduling Scheme for Virtualized Cloud Data Center	47
Efficient Provision of Service Function Chains in Overlay Networks Using Reinforcement Learning	46
Joint Computation Offloading and Bandwidth Assignment in Cloud-Assisted Edge Computing	46
Multi-Tier Workload Consolidations in the Cloud: Profiling, Modeling and Optimization	44
Praxi: Cloud Software Discovery That Learns From Practice	43
Distributed Traffic Flow Consolidation for Power Efficiency of Large-Scale Data Center Network	43
Tight Bound on Incnetive Ratio for Sybil Attack in Resource Sharing System	41
A Sketching Approach for Obtaining Real-Time Statistics Over Data Streams in Cloud	41
Transferable Knowledge for Low-Cost Decision Making in Cloud Environments	39
Geography-Aware Task Scheduling for Profit Maximization in Distributed Green Data Centers	39
QoS-Aware Data Center Operations Based on Chance- and Risk-Constrained Optimization	38
Virtual Network Function Service Provisioning in MEC Via Trading Off the Usages Between Computing and Communication Resources	37
Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience	37
3D Analytical Modeling and Iterative Solution for High Performance Computing Clusters	36
Accurate and Efficient Monitoring for Virtualized SDN in Clouds	36
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing	34
Reliability-Aware Cost-Efficient Scientific Workflows Scheduling Strategy on Multi-Cloud Systems	34
Privacy-Preserving Traceable Attribute-Based Keyword Search in Multi-Authority Medical Cloud	33
Joint Optimization Across Timescales: Resource Placement and Task Dispatching in Edge Clouds	33
A Blockchain-Based Multi-Cloud Storage Data Auditing Scheme to Locate Faults	33
HybCon: A Scalable SDN-Based Distributed Cloud Architecture for 5G Networks	33
Data Placement for Multi-Tenant Data Federation on the Cloud	32
Energy and Reliability-Aware Task Scheduling for Cost Optimization of DVFS-Enabled Cloud Workflows	32
Multi-Keyword Searchable and Verifiable Attribute-Based Encryption Over Cloud Data	32
Orchestrating Image Retrieval and Storage Over a Cloud System	32
Towards Diversified IoT Image Recognition Services in Mobile Edge Computing	32
Carbon-Aware Load Balance Control of Data Centers With Renewable Generations	31
A Privacy-Preserving JPEG Image Retrieval Scheme Using the Local Markov Feature and Bag-of-Words Model in Cloud Computing	31
A Dynamic Combinatorial Double Auction Model for Cloud Resource Allocation	31
Task Offloading for Deep Learning Empowered Automatic Speech Analysis in Mobile Edge-Cloud Computing Networks	31
Privacy-Preserving and Forward Public Key Encryption With Field-Free Multi-Keyword Search for Cloud Encrypted Data	30
Efficient Data as a Service in Fog Computing: An Adaptive Multi-Agent Based Approach	30
SECMACE+: Upscaling Pseudonymous Authentication for Large Mobile Systems	30
Space-Efficient Storage Structure of Blockchain Transactions Supporting Secure Verification	30
An Efficient Identity-Based Encryption With Equality Test in Cloud Computing	30
V-Recover: Virtual Machine Recovery When Live Migration Fails	29
Improving LSM-Tree Based Key-Value Stores With Fine-Grained Compaction Mechanism	29
Branchy Deep Learning Based Real-Time Defect Detection Under Edge-Cloud Fusion Architecture	29
Hardware-Assisted Static and Runtime Attestation for Cloud Deployments	29
SvTPM: SGX-Based Virtual Trusted Platform Modules for Cloud Computing	29
Multi-Tenant In-Memory Key-Value Cache Partitioning Using Efficient Random Sampling-Based LRU Model	29

Leakage-Suppressed Encrypted Keyword Queries Over Multiple Cloud Servers	29
Proactive Resource Autoscaling Scheme Based on SCINet for High-Performance Cloud Computing	29
Reversible Data Hiding in Shared Images With Separate Cover Image Reconstruction and Secret Extraction	28
Enabling Multi-Layer Threat Analysis in Dynamic Cloud Environments	28
Proactive Fault-Tolerance Technique to Enhance Reliability of Cloud Service in Cloud Federation Environment	27
Pricing and Budget Allocation for IoT Blockchain With Edge Computing	27
2021 Reviewers List	27
2021 Index IEEE Transactions on Cloud Computing Vol. 9	27
Edge-Cloud Collaborative UAV Object Detection: Edge-Embedded Lightweight Algorithm Design and Task Offloading Using Fuzzy Neural Network	27
Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach	27
Application-Aware Migration Algorithm With Prefetching in Heterogeneous Cloud Environments	26
Dynamic Multi-Metric Thresholds for Scaling Applications Using Reinforcement Learning	26
RRFT: A Rank-Based Resource Aware Fault Tolerant Strategy for Cloud Platforms	26
Efficient Online Computing Offloading for Budget- Constrained Cloud-Edge Collaborative Video Streaming Systems	26
Enhancing Reliability and Availability through Redundancy in Vehicular Clouds	26
Design and Implementation of Fragmented Clouds for Evaluation of Distributed Databases	26
Trust-Based Secure Multi-Cloud Collaboration Framework in Cloud-Fog-Assisted IoT	25
Computational Cost Analysis and Data-Driven Predictive Modeling of Cloud-Based Online-NILM Algorithm	25
Optimal Incentive Strategy in Cloud-Edge Integrated Demand Response Framework for Residential Air Conditioning Loads	25
HPSTOS: High-Performance and Scalable Traffic Optimization Strategy for Mixed Flows in Data Center Networks	25
Distributed Energy Management for Multiple Data Centers With Renewable Resources and Energy Storages	25
Dynamic Resource Management to Defend Against Advanced Persistent Threats in Fog Computing: A Game Theoretic Approach	24
A Universal Reversible Data Hiding Method in Encrypted Image Based on MSB Prediction and Error Embedding	24
A Cloud-Edge Collaboration Framework for Cognitive Service	24
When RAN Intelligent Controller in O-RAN Meets Multi-UAV Enable Wireless Network	24
Extending Kubernetes Clusters to Low-Resource Edge Devices Using Virtual Kubelets	24
Blockchain-Based Public Integrity Verification for Cloud Storage against Procrastinating Auditors	24
A Hybrid Cloud and Edge Control Strategy for Demand Responses Using Deep Reinforcement Learning and Transfer Learning	23
Pooling is not Favorable: Decentralize Mining Power of PoW Blockchain Using Age-of-Work	23
Anonymous Aggregate Fine-Grained Cloud Data Verification System for Smart Health	23
Charon: A Secure Cloud-of-Clouds System for Storing and Sharing Big Data	23
ReflexPilot: Startup-aware Dependent Task Scheduling based on Deep Reinforcement Learning for Edge-cloud Collaborative Computing	23
Modeling Sparse Store-and-Forward Bulk Data Transfers in Inter-Datacenter Networks With Multiple Congested Links	23
Understanding NFV-Enabled Vehicle Platooning Application: A Dependability View	23
Real-Time Prediction of Docker Container Resource Load Based on a Hybrid Model of ARIMA and Triple Exponential Smoothing	23
ViePEP-C: A Container-Based Elastic Process Platform	23
Attacks and Improvement of Unlinkability of Biometric Template Protection Scheme Based on Bloom Filters	23
Joint Trajectory and Energy Consumption Optimization Based on UAV Wireless Charging in Cloud Computing System	23
User Association in Cloud RANs with Massive MIMO	23
Empirical Investigation of Key Factors for SaaS Architecture	23
Communication-Efficient Verifiable Data Streaming Protocol in the Multi-User Setting	22
Public-Key Encryption With Tester Verifiable Equality Test for Cloud Computing	22
HFedMS: Heterogeneous Federated Learning With Memorable Data Semantics in Industrial Metaverse	21
Service Recovery in NFV-Enabled Networks: Algorithm Design and Analysis	21
Anole: Scheduling Flows for Fast Datacenter Networks With Packet Re-Prioritization	21
SVD: A Scalable Virtual Machine Disk Format	21
AoI-Aware Partial Computation Offloading in IIoT With Edge Computing: A Deep Reinforcement Learning Based Approach	21
Cyclic Matrix Coding to Mitigate ACK Blocking of MPTCP in Data Center Networks	21
FLAIR: A Fast and Low-Redundancy Failure Recovery Framework for Inter Data Center Network	20
Privacy Preserving Searchable Encryption with Fine-Grained Access Control	20
A Scalable and Write-Optimized Disaggregated B+-Tree With Adaptive Cache Assistance	20
FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction	20
Architectural Protection of Trusted System Services for SGX Enclaves in Cloud Computing	20
Deep Reinforcement Learning Based Dynamic Flowlet Switching for DCN	20
An Open API Architecture to Discover the Trustworthy Explanation of Cloud AI Services	20
On Bayesian Epistemology of Myerson Auction	20
A User-Centric Data Protection Method for Cloud Storage Based on Invertible DWT	19
Quantifying the Influence of Intermittent Connectivity on Mobile Edge Computing	19
Guaranteed Bang for the Buck: Modeling VDI Applications to Identify Storage Requirements	19
Efficient Oblivious Data Structures for Database Services on the Cloud	19
Maximizing Throughput of Delay-Sensitive NFV-Enabled Request Admissions via Virtualized Network Function Placement	19
Joint Management of Wireless and Computing Resources for Computation Offloading in Mobile Edge Clouds	19
FastTrack: Minimizing Stalls for CDN-Based Over-the-Top Video Streaming Systems	19
Searchable Encryption With Autonomous Path Delegation Function and Its Application in Healthcare Cloud	18
Dynamic Pricing for Sensor-Cloud Platform in the Presence of Dumb Nodes	18
Storage-Saving Scheduling Policies for Clusters Running Containers	18
Fixed-Point Iteration Approach to Spark Scalable Performance Modeling and Evaluation	18
An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring	18
Joint Planning of Network Slicing and Mobile Edge Computing: Models and Algorithms	18
A Two-stage Multi-population Genetic Algorithm with Heuristics for Workflow Scheduling in Heterogeneous Distributed Computing Environments	18
A Truthful Combinatorial Auction Mechanism Towards Mobile Edge Computing in Industrial Internet of Things	18
Forward and Backward Secure Searchable Encryption Scheme Supporting Conjunctive Queries Over Bipartite Graphs	18
A Novel Privacy-Preserving Location-Based Services Search Scheme in Outsourced Cloud	18
PerfSim: A Performance Simulator for Cloud Native Microservice Chains	18
MSIAP: A Dynamic Searchable Encryption for Privacy-Protection on Smart Grid With Cloud-Edge-End	17
Achieving Fast Convergence and High Efficiency using Differential Explicit Feedback in Data Center	17
An Online Cost-Efficient Transmission Scheme for Information-Agnostic Traffic in Inter-Datacenter Networks	17
Bi-TCCS: Trustworthy Cloud Collaboration Service Scheme Based on Bilateral Social Feedback	17
Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs	17
Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks	17

Probability-Based Online Algorithm for Switch Operation of Energy Efficient Data Center	17
A Trust-Aware Mechanism for Cloud Federation Formation	17
A Privacy-Preserving Outsourcing Computing Scheme Based on Secure Trusted Environment	17
Efficiency Measurement of Cloud Service Providers Using Network Data Envelopment Analysis	17
DNA Similarity Search With Access Control Over Encrypted Cloud Data	17
Understanding the Security Implication of Aborting Virtual Machine Live Migration	17
Survivable IaaS Management with SDN	16
Performance Modeling of Microservice Platforms	16
Complying With Data Handling Requirements in Cloud Storage Systems	16
FADA: A Cloud-Fog-Edge Architecture and Ontology for Data Acquisition	16
Fast Secure and Anonymous Key Agreement Against Bad Randomness for Cloud Computing	16
An Edge Computing Matching Framework With Guaranteed Quality of Service	16
Traceable and Controllable Encrypted Cloud Image Search in Multi-User Settings	16
Interference-Aware SaaS User Allocation Game for Edge Computing	16
Design and Implementation of Smooth Renewable Power in Cloud Data Centers	16
Fine-Grained Query Authorization With Integrity Verification Over Encrypted Spatial Data in Cloud Storage	16
Malicious Node Detection Scheme Based on Correlation of Data and Network Topology in Fog Computing-Based VANETs	16
Personality-Guided Cloud Pricing via Reinforcement Learning	16
Range-Price Trade-Off in Sensor-Cloud for Provisioning Sensors-as-a-Service	16
Fairness-Efficiency Scheduling for Cloud Computing With Soft Fairness Guarantees	16
Service Availability Analysis in a Virtualized System: A Markov Regenerative Model Approach	16
Privacy-Preserving Efficient Verifiable Deep Packet Inspection for Cloud-Assisted Middlebox	16
Multi-Framework Reliability Approach	15
Deadline-aware Online Job Scheduling for Distributed Training in Heterogeneous Clusters	15
Multi-Granularity Federated Learning by Graph-Partitioning	15
Toward Secure Data Computation and Outsource for Multi-User Cloud-Based IoT	15
Dynamic Resource Orchestration for Service Capability Maximization in Fog-Enabled Connected Vehicle Networks	15
Hybrid Serverless Platform for Smart Deployment of Service Function Chains	15
Enabling Secure and Versatile Packet Inspection With Probable Cause Privacy for Outsourced Middlebox	15
MockFog 2.0: Automated Execution of Fog Application Experiments in the Cloud	15
A Run-Time Framework for Ensuring Zero-Trust State of Client’s Machines in Cloud Environment	15
PPEC: A Privacy-Preserving, Cost-Effective Incremental Density Peak Clustering Analysis on Encrypted Outsourced Data	14
Developments on the “Machine Learning as a Service for High Energy Physics” Framework and Related Cloud Native Solution	14
CIPPPA: Conditional Identity Privacy-Preserving Public Auditing for Cloud-Based WBANs Against Malicious Auditors	14
Multi-Data Center Tie-Line Power Smoothing Method Based on Demand Response	14
HyperPart: A Hypergraph-Based Abstraction for Deduplicated Storage Systems	14
Optimal Resource Allocation of Cloud-Based Spark Applications	14
Enabling Simultaneous Content Regulation and Privacy Protection for Cloud Storage Image	14
Communication Intensive Task Offloading with IDMZ for Secure Industrial Edge Computing	14
Cloud Computing Based Demand Response Management Using Deep Reinforcement Learning	14
Forward Secure Public Key Encryption with Keyword Search for Outsourced Cloud Storage	14
Design and Evaluation of a Hierarchical Characterization and Adaptive Prediction Model for Cloud Workloads	14
Similarity Search for Encrypted Images in Secure Cloud Computing	14
Scheduling Bag-of-Tasks in Clouds Using Spot and Burstable Virtual Machines	14
BeDCV: Blockchain-Enabled Decentralized Consistency Verification for Cross-Chain Calculation	14
When FPGA Meets Cloud: A First Look at Performance	14
Dual-Server Public-Key Authenticated Encryption with Keyword Search	13
A Stochastic Approach for Scheduling AI Training Jobs in GPU-Based Systems	13
MARS: A DRL-Based Multi-Task Resource Scheduling Framework for UAV With IRS-Assisted Mobile Edge Computing System	13
Autothrottle: Satisfying Network Performance Requirements for Containers	13
Minimizing Response Delay in UAV-Assisted Mobile Edge Computing by Joint UAV Deployment and Computation Offloading	13
Online Deployment Algorithms for Microservice Systems With Complex Dependencies	13
Verifiable Searchable Encryption Framework Against Insider Keyword-Guessing Attack in Cloud Storage	13
A Dynamic Deep-Learning-Based Virtual Edge Node Placement Scheme for Edge Cloud Systems in Mobile Environment	13
Blockchain-Assisted Public-Key Encryption with Keyword Search Against Keyword Guessing Attacks for Cloud Storage	13
Bidirectional Identity-Based Inner-Product Functional Re-Encryption in Vaccine Data Sharing	13
Towards Software Defined Measurement in Data Centers: A Comparative Study of Designs, Implementation, and Evaluation	13
Online Performance Modeling and Prediction for Single-VM Applications in Multi-Tenant Clouds	13
Evolutionary Multi-Objective Workflow Scheduling for Volatile Resources in the Cloud	13
Privacy-Preserving and Traceable Functional Encryption for Inner Product In Cloud Computing	12
2023 Reviewers List*	12
Guest Editorial: Introduction to Special Issue on “Cloud-Edge-End Orchestrated Computing for Smart Grid”	12
Blockchain-Based Decentralized Public Auditing for Cloud Storage	12
Editorial: State of the Transactions on Cloud Computing	12
A Reliability-Aware, Delay Guaranteed, and Resource Efficient Placement of Service Function Chains in Softwarized 5G Networks	12
Secure and Efficient Data Deduplication in JointCloud Storage	12
Lyapunov Optimization-Based Trade-Off Policy for Mobile Cloud Offloading in Heterogeneous Wireless Networks	12
VM Scaling and Load Balancing via Cost Optimal MDP Solution	12
Computation Migration Oriented Resource Allocation in Mobile Social Clouds	12
A Multi-Objective Clustering Evolutionary Algorithm for Multi-Workflow Computation Offloading in Mobile Edge Computing	12
Efficient Online Scheduling for Coflow-Aware Machine Learning Clusters	12
Transfer Reinforcement Learning for Adaptive Task Offloading Over Distributed Edge Clouds	12
Cloud-Edge Orchestrated Power Dispatching for Smart Grid With Distributed Energy Resources	12
Duplicacy: A New Generation of Cloud Backup Tool Based on Lock-Free Deduplication	12
Column Generation Based Service Function Chaining Embedding in Multi-Domain Networks	12
Dependable Data Outsourcing Scheme Based on Cloud-of-Clouds Approach with Fast Recovery	11
A Novel Statistical and Neural Network Combined Approach for the Cloud Spot Market	11
Dynamic Resource Provisioning for Iterative Workloads on Apache Spark	11
A Two-Stage Auction Mechanism for Cloud Resource Allocation	11
A Power Consumption Model for Cloud Servers Based on Elman Neural Network	11
GSSP: Eliminating Stragglers Through Grouping Synchronous for Distributed Deep Learning in Heterogeneous Cluster	11
RAM: A Resource-Aware DDoS Attack Mitigation Framework in Clouds	11
Scheduling of Low Latency Services in Softwarized Networks	11
A Flexible Heuristic to Schedule Distributed Analytic Applications in Compute Clusters	11
Quantifying Satisfaction of Security Requirements of Cloud Software Systems	11
D-SRTF: Distributed Shortest Remaining Time First Scheduling for Data Center Networks	11
Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions	11
Two-Tier Sharing in Electric Vehicle Service Market	10
Flexible Threshold Ring Signature in Chronological Order for Privacy Protection in Edge Computing	10
Accurate Fault Location using Deep Neural Evolution Network in Cloud Data Center Interconnection	10
Cutting the Unnecessary Long Tail: Cost-Effective Big Data Clustering in the Cloud	10
Energy Aware Virtual Network Migration	10
FPGA-Accelerated Searchable Encrypted Database Management Systems for Cloud Services	10
Towards Secure and Efficient Equality Conjunction Search Over Outsourced Databases	10
An In-Network Replica Selection Framework for Latency-Critical Distributed Data Stores	10