IEEE Transactions on Cloud Computing

Article	Citations
Optimizing Cloud Data Lake Queries With a Balanced Coverage Plan	180
Learning-Based Dynamic Memory Allocation Schemes for Apache Spark Data Processing	140
Accurate and Efficient Monitoring for Virtualized SDN in Clouds	124
BPFGuard: Multi-Granularity Container Runtime Mandatory Access Control	123
An Efficient Delegatable Order-Revealing Encryption Scheme for Multi-User Range Queries	123
Secure and Efficient Cloud-Based Multi-Party Private Set Intersection With Union Protocol	121
Branchy Deep Learning Based Real-Time Defect Detection Under Edge-Cloud Fusion Architecture	109
Task Offloading for Deep Learning Empowered Automatic Speech Analysis in Mobile Edge-Cloud Computing Networks	103
Pricing and Budget Allocation for IoT Blockchain With Edge Computing	101
Efficient Online Computing Offloading for Budget- Constrained Cloud-Edge Collaborative Video Streaming Systems	90
A Privacy-Preserving JPEG Image Retrieval Scheme Using the Local Markov Feature and Bag-of-Words Model in Cloud Computing	85
A Cloud-Edge Collaboration Framework for Cognitive Service	84
Distributed Energy Management for Multiple Data Centers With Renewable Resources and Energy Storages	81
Extending Kubernetes Clusters to Low-Resource Edge Devices Using Virtual Kubelets	78
An Efficient Identity-Based Encryption With Equality Test in Cloud Computing	77
Joint Planning of Network Slicing and Mobile Edge Computing: Models and Algorithms	76
Polaris: Accelerating Asynchronous Federated Learning With Client Selection	76
PPEC: A Privacy-Preserving, Cost-Effective Incremental Density Peak Clustering Analysis on Encrypted Outsourced Data	75
Deadline-Aware Online Job Scheduling for Distributed Training in Heterogeneous Clusters	69
Modeling Resource Scheduling in Optical Switching DCNs Under Bursty and Skewed Traffic	67
Toward Secure Data Computation and Outsource for Multi-User Cloud-Based IoT	64
SVD: A Scalable Virtual Machine Disk Format	62
Cyclic Matrix Coding to Mitigate ACK Blocking of MPTCP in Data Center Networks	62
Joint Management of Wireless and Computing Resources for Computation Offloading in Mobile Edge Clouds	62
Survivable IaaS Management with SDN	60

Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks	59
A Dynamic Deep-Learning-Based Virtual Edge Node Placement Scheme for Edge Cloud Systems in Mobile Environment	57
CIPPPA: Conditional Identity Privacy-Preserving Public Auditing for Cloud-Based WBANs Against Malicious Auditors	57
A User-Centric Data Protection Method for Cloud Storage Based on Invertible DWT	57
Lattice-based Revocable IBEET Scheme for Mobile Cloud Computing	55
Transfer Reinforcement Learning for Adaptive Task Offloading Over Distributed Edge Clouds	54
Efficient Online Scheduling for Coflow-Aware Machine Learning Clusters	53
Minimizing Response Delay in UAV-Assisted Mobile Edge Computing by Joint UAV Deployment and Computation Offloading	48
A Two-stage Multi-population Genetic Algorithm with Heuristics for Workflow Scheduling in Heterogeneous Distributed Computing Environments	48
An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring	45
Enabling Simultaneous Content Regulation and Privacy Protection for Cloud Storage Image	45
Service Availability Analysis in a Virtualized System: A Markov Regenerative Model Approach	43
Similarity Search for Encrypted Images in Secure Cloud Computing	43
Delay and Cost Optimization in Computational Offloading Systems with Unknown Task Processing Times	42
PerfSim: A Performance Simulator for Cloud Native Microservice Chains	42
Quantifying Satisfaction of Security Requirements of Cloud Software Systems	40
Cost Minimizing Reservation and Scheduling Algorithms for Public Clouds	40
CLUE: Systems Support for Knowledge Transfer in Collaborative Learning With Neural Nets	40
SecEDMO: Enabling Efficient Data Mining with Strong Privacy Protection in Cloud Computing	40
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	37
RDMA-Enabled Concurrency Control Protocols for Transactions in the Cloud Era	37
Passive User Authentication Utilizing Two-Dimensional Features for IIoT Systems	37
Enabling Traceable and Verifiable Multi-User Forward Secure Searchable Encryption in Hybrid Cloud	37
Edge AR X5: An Edge-Assisted Multi-User Collaborative Framework for Mobile Web Augmented Reality in 5G and Beyond	36
User-Centric Interference-Aware Load Balancing for Cloud-Deployed Applications	36
Cloud-Edge Collaborative Service Architecture With Large-Tiny Models Based on Deep Reinforcement Learning	36
Reversible Data Hiding in Encrypted Images Based on Chinese Remainder Theorem	36
Personalized Cloud Gaming: Multi-Objective Optimization for Resource Utilization and Video Encoding	36
AI-Bazaar: A Cloud-Edge Computing Power Trading Framework for Ubiquitous AI Services	35
A Hybrid Scheduling Framework for Mixed Real-Time Tasks in an Automotive System With Vehicular Network	35
Cooperative Job Scheduling and Data Allocation in Data-Intensive Parallel Computing Clusters	35
Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions	35
A Multi-Objective Clustering Evolutionary Algorithm for Multi-Workflow Computation Offloading in Mobile Edge Computing	34
Performance Modeling of Metric-Based Serverless Computing Platforms	34
Dynamic Task Offloading in Edge Computing Based on Dependency-Aware Reinforcement Learning	34
Fog-Enhanced Personalized Privacy-Preserving Data Analysis for Smart Homes	34
Balancing Privacy and Flexibility of Cloud-Based Personal Health Records Sharing System	33
Efficient and Privacy-Preserving Similar Patients Query Scheme Over Outsourced Genomic Data	33
Lyapunov Optimization-Based Trade-Off Policy for Mobile Cloud Offloading in Heterogeneous Wireless Networks	33
Reversible Data Hiding in Shared Images Based on Syndrome Decoding and Homomorphism	33
Interactive Visualization of Large Turbulent Flow as a Cloud Service	32
A Low-Load Distributed Stream Processing System for Continuous Conjunctive Normal Form Queries	32
Towards Dependency-Aware Cache Management for Data Analytics Applications	32
A State-Aware Method for Flows With Fairness on NVMe SSDs With Load Balance	31
A Group-Vehicles Oriented Reputation Assessment Scheme for Edge VANETs	31
Understanding Serverless Inference in Mobile-Edge Networks: A Benchmark Approach	31
Comment on “Multi-Keyword Searchable and Verifiable Attribute-Based Encryption Over Cloud Data”	31
Two-Server Delegation of Computation on Label-Encrypted Data	31
NetStor: Network and Storage Traffic Management for Ensuring Application QoS in a Hyperconverged Data-Center	30

Multi-Access Filtering for Privacy-Preserving Fog Computing	29
Efficient Approximation Algorithms for Scheduling Coflows With Total Weighted Completion Time in Identical Parallel Networks	29
Data-Related Parameter Selection for Training Deep Learning Models Predicting Application Performance Degradation in Clouds	29
RES: Real-Time Video Stream Analytics Using Edge Enhanced Clouds	28
BatOpt: Optimizing GPU-Based Deep Learning Inference Using Dynamic Batch Processing	28
Guest Editorial: Special Section on Demand Response Applications of Cloud Computing Technologies	28
CloudBrain-ReconAI: A Cloud Computing Platform for MRI Reconstruction and Radiologists’ Image Quality Evaluation	28
Space-Hard Obfuscation Against Shared Cache Attacks and its Application in Securing ECDSA for Cloud-Based Blockchains	28
SR-PEKS: Subversion-Resistant Public Key Encryption With Keyword Search	28
An Efficient Oblivious Random Data Access Scheme in Cloud Computing	28
Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers	27
Optimal Energy Trading With Demand Responses in Cloud Computing Enabled Virtual Power Plant in Smart Grids	27
Self-Adaptive Gradient Quantization for Geo-Distributed Machine Learning Over Heterogeneous and Dynamic Networks	27
Searchable Public-Key Encryption With Cryptographic Reverse Firewalls for Cloud Storage	27
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions	27
Efficient IoT Management With Resilience to Unauthorized Access to Cloud Storage	27
Learning to Optimize Workflow Scheduling for an Edge–Cloud Computing Environment	26
Joint Adaptive Aggregation and Resource Allocation for Hierarchical Federated Learning Systems Based on Edge-Cloud Collaboration	26
An Efficient Privacy-Aware Authentication Scheme With Hierarchical Access Control for Mobile Cloud Computing Services	26
Efficiently Consolidating Virtual Data Centers for Time-Varying Resource Demands	26
Privacy-Preserving Multi-Range Queries for Secure Data Outsourcing Services	26
Context-Aware Routing in Fog Computing Systems	25
Publicly Verifiable Shared Dynamic Electronic Health Record Databases With Functional Commitment Supporting Privacy-Preserving Integrity Auditing	25
Spotlight: Scalable Transport Layer Load Balancing for Data Center Networks	25
Two-Stage Learning Approach for Semantic-Aware Task Scheduling in Container-Based Clouds	25
A Multi-Objective Virtual Network Migration Algorithm Based on Reinforcement Learning	25
Efficient Identity-Based Provable Multi-Copy Data Possession in Multi-Cloud Storage	25
Dual Traceable Distributed Attribute-Based Searchable Encryption and Ownership Transfer	25
COCSN: A Multi-Tiered Cascaded Optical Circuit Switching Network for Data Center	24
Enhanced Semantic-Aware Multi-Keyword Ranked Search Scheme Over Encrypted Cloud Data	24
Trading Cost and Throughput in Geo-Distributed Analytics With A Two Time Scale Approach	24
Achieving Privacy-Preserving Online Multi-Layer Perceptron Model in Smart Grid	24
Towards Enabling Residential Virtual-Desktop Computing	24
Less is More: Service Profit Maximization in Geo-Distributed Clouds	24
Enabling Edge-Cloud Video Analytics for Robotics Applications	23
A Novel Web Attack Detection Mechanism Using Maximal-Munch With Torrent Deep Network	23
Autonomic Resource Management for Fog Computing	23
Resource Price-Aware Offloading for Edge-Cloud Collaboration: A Two-Timescale Online Control Approach	23
MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications	23
psvCNN: A Zero-Knowledge CNN Prediction Integrity Verification Strategy	23
Performance Modeling of Serverless Computing Platforms	22
Layer Redundancy aware DNN Model Repository Planning for Fast Model Download in Edge Cloud	22
Directed Search: A New Operator in NSGA-II for Task Scheduling in IoT Based on Cloud-Fog Computing	22
Queue-Aware Service Orchestration and Adaptive Parallel Traffic Scheduling Optimization in SDNFV-Enabled Cloud Computing	22
Computing Without Borders: The Way Towards Liquid Computing	22
Hyperion: Hardware-Based High-Performance and Secure System for Container Networks	22
Space-Efficient Storage Structure of Blockchain Transactions Supporting Secure Verification	21
Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Data Centers	21
Locality-Aware and Fault-Tolerant Batching for Machine Learning on Distributed Datasets	21
A Privacy-Preserving Image Retrieval Scheme Based on 16×16 DCT and Deep Learning	21
Enabling Multi-Layer Threat Analysis in Dynamic Cloud Environments	20
Privacy-Preserving and Forward Public Key Encryption With Field-Free Multi-Keyword Search for Cloud Encrypted Data	20
Carbon-Aware Load Balance Control of Data Centers With Renewable Generations	20
ReflexPilot: Startup-Aware Dependent Task Scheduling Based on Deep Reinforcement Learning for Edge-Cloud Collaborative Computing	20
Optimizing Cloud Computing Performance Through Integration of a Threshold-Based Load Balancing Algorithm With Multiple Service Broker Policies	20
Reversible Data Hiding in Shared Images With Separate Cover Image Reconstruction and Secret Extraction	20
Proactive Resource Autoscaling Scheme Based on SCINet for High-Performance Cloud Computing	20
An Online Cost-Efficient Transmission Scheme for Information-Agnostic Traffic in Inter-Datacenter Networks	20
QoS-Aware Data Center Operations Based on Chance- and Risk-Constrained Optimization	20
PPSKSQ: Towards Efficient and Privacy-Preserving Spatial Keyword Similarity Query in Cloud	20
Real-Time Prediction of Docker Container Resource Load Based on a Hybrid Model of ARIMA and Triple Exponential Smoothing	20
Orchestrating Image Retrieval and Storage Over a Cloud System	20
Securing and Sustaining IoT Edge-Computing Architectures through Nanoservice Integration	20
Design and Implementation of Smooth Renewable Power in Cloud Data Centers	19
Maximizing Throughput of Delay-Sensitive NFV-Enabled Request Admissions via Virtualized Network Function Placement	19
Online Deployment Algorithms for Microservice Systems With Complex Dependencies	19
Traceable and Controllable Encrypted Cloud Image Search in Multi-User Settings	19
Understanding NFV-Enabled Vehicle Platooning Application: A Dependability View	19
Fixed-Point Iteration Approach to Spark Scalable Performance Modeling and Evaluation	19
Complying With Data Handling Requirements in Cloud Storage Systems	19
FADA: A Cloud-Fog-Edge Architecture and Ontology for Data Acquisition	19
Design and Evaluation of a Hierarchical Characterization and Adaptive Prediction Model for Cloud Workloads	19
Transactive Operational Framework for Internet Data Centers in Geo-Distributed Local Energy Markets	19
A Trust-Aware Mechanism for Cloud Federation Formation	19
Searchable Encryption With Autonomous Path Delegation Function and Its Application in Healthcare Cloud	19
Privacy-Preserving Efficient Verifiable Deep Packet Inspection for Cloud-Assisted Middlebox	19
Verifiable Searchable Encryption Framework Against Insider Keyword-Guessing Attack in Cloud Storage	19
Duplicacy: A New Generation of Cloud Backup Tool Based on Lock-Free Deduplication	18
Accelerating AI-Generated Content Collaborative Inference via Transfer Reinforcement Learning in Dynamic Edge Networks	18
Real-Time FaaS: Towards a Latency Bounded Serverless Cloud	18

FPGA-Accelerated Searchable Encrypted Database Management Systems for Cloud Services	18
Personality- and Value-Aware Scheduling of User Requests in Cloud for Profit Maximization	18
Root Cause Analysis for Cloud-Native Applications	18
Towards Secure and Efficient Equality Conjunction Search Over Outsourced Databases	18
Tag-Based Verifiable Delegated Set Intersection Over Outsourced Private Datasets	18
A Multi-Objective Optimization Scheme for Job Scheduling in Sustainable Cloud Data Centers	17
Accurate Fault Location using Deep Neural Evolution Network in Cloud Data Center Interconnection	17
Infrastructure-efficient Virtual-Machine Placement and Workload Assignment in Cooperative Edge-Cloud Computing Over Backhaul Networks	17
Accelerating Distributed Learning in Non-Dedicated Environments	17
BaaSLess: Backend-as-a-Service (BaaS)-Enabled Workflows in Federated Serverless Infrastructures	17
A Reliability-Aware, Delay Guaranteed, and Resource Efficient Placement of Service Function Chains in Softwarized 5G Networks	17
An Efficient and Robust Cloud-Based Deep Learning With Knowledge Distillation	17
CSCR: A Cross-View Intelligent Scheduling Method Implemented via Cloud Computing Workflow Reduction	17
Resource Allocation for Cloud-Based Software Services Using Prediction-Enabled Feedback Control With Reinforcement Learning	17
Power Control Framework for Green Data Centers	17
ByteTuning: Watermark Tuning for RoCEv2	17
Reestablishing Page Placement Mechanisms for Nested Virtualization	17
Less Provisioning: A Hybrid Resource Scaling Engine for Long-Running Services With Tail Latency Guarantees	16
A Lightweight Privacy-Preserving Ciphertext Retrieval Scheme Based on Edge Computing	16
Hybrid Multiple Access for Network Slicing Aware Mobile Edge Computing	16
Resource Allocation With Workload-Time Windows for Cloud-Based Software Services: A Deep Reinforcement Learning Approach	16
PM2VE: Power Metering Model for Virtualization Environments in Cloud Data Centers	16
GHPFL: Advancing Personalized Edge-Based Learning Through Optimized Bandwidth Utilization	16
Characterizing Co-Located Workloads in Alibaba Cloud Datacenters	16
Cache Allocation in Multi-Tenant Edge Computing: An Online Model-Based Reinforcement Learning Approach	16
Verifiable and Dynamic Multi-Keyword Search Over Encrypted Cloud Data Using Bitmap	16
Non-Intrusive and Workflow-Aware Virtual Network Function Scheduling in User-Space	16
Nimbus: Towards Latency-Energy Efficient Task Offloading for AR Services	16
Large-Scale Measurements and Optimizations on Latency in Edge Clouds	15
MGRM: A Multi-Segment Greedy Rewriting Method to Alleviate Data Fragmentation in Deduplication-Based Cloud Backup Systems	15
A Blockchain-Based Framework to Resolve the Oligopoly Issue in Cloud Computing	15
Enhancing Voltage Compliance in Distribution Network Under Cloud and Edge Computing Framework	15
Joint Optimization of Computing Offloading and Service Caching in Edge Computing-Based Smart Grid	15
A Novel Data Placement and Retrieval Service for Cooperative Edge Clouds	15
Are ARM Cloud Servers Ready for Database Workloads? an Experimental Study	15
Secure Cloud Storage With Data Dynamics Using Secure Network Coding Techniques	15
Alleviating Congestion via Switch Design for Fair Buffer Allocation in Datacenters	15
Online Pricing and Resource Scheduling for Profit Maximization of Cloud Storage Providers	15
Secure Data Group Sharing and Conditional Dissemination with Multi-Owner in Cloud Computing	14
Context-Aware Policy Enforcement for PaaS-Enabled Access Control	14
Semi-Synchronized Non-Blocking Concurrent Kernel Cruising	14
Battery-Assisted Online Operation of Distributed Data Centers With Uncertain Workload and Electricity Prices	14
Online/Offline Rewritable Blockchain With Auditable Outsourced Computation	14
Dependency-Aware Computation Offloading for Mobile Edge Computing With Edge-Cloud Cooperation	14
DemePro: DEcouple packet Marking from Enqueuing for multiple services with PROactive congestion control	14
Virtual Machine Placement Optimization in Mobile Cloud Gaming Through QoE-Oriented Resource Competition	14
Secure and Efficient Online Fingerprint Authentication Scheme Based On Cloud Computing	14
Energy-Efficient Device Activation, Rule Installation and Data Transmission in Software Defined DCNs	14
Petascale Cloud Supercomputing for Terapixel Visualization of a Digital Twin	14
Low Latency Big Data Processing without Prior Information	14
POTUS: Predictive Online Tuple Scheduling for Data Stream Processing Systems	14
Demand Response Control of Smart Buildings Integrated With Security Interconnection	13
BFCRI: A Blockchain-Based Framework for Crowdsourcing With Reputation and Incentive	13
DMORA: Decentralized Multi-SP Online Resource Allocation Scheme for Mobile Edge Computing	13
Adaptive and Scalable Caching With Erasure Codes in Distributed Cloud-Edge Storage Systems	13
Joint Task Offloading and Resource Allocation for Device-Edge-Cloud Collaboration With Subtask Dependencies	13
Secure Multi-Party Computation-Based Privacy-Preserving Authentication for Smart Cities	13
Learning Scheduling Policies for Co-Located Workloads in Cloud Datacenters	13
A Learning-Based Data Placement Framework for Low Latency in Data Center Networks	13
Gemini: Enabling Multi-Tenant GPU Sharing Based on Kernel Burst Estimation	13
Dual Optimization of Revenue and Expense in Geo-Distributed Data Centers Using Smart Grid	13
Bidirectional and Malleable Proof-of-Ownership for Large File in Cloud Storage	13
A Remote Memory Sharing System for Virtualized Computing Infrastructures	13
HybCon: A Scalable SDN-Based Distributed Cloud Architecture for 5G Networks	12
V-Recover: Virtual Machine Recovery When Live Migration Fails	12
Joint Computation Offloading and Bandwidth Assignment in Cloud-Assisted Edge Computing	12
Joint Computation Offloading and Resource Allocation in Mobile-Edge Cloud Computing: A Two-Layer Game Approach	12
Dependent Application Offloading in Edge Computing	12
IBNR-RD: Intra-Block Neighborhood Relationship-Based Resemblance Detection for High-Performance Multi-Node Post-Deduplication	12
2021 Reviewers List	12
Non-Clairvoyant Scheduling of Distributed Machine Learning With Inter-Job and Intra-Job Parallelism on Heterogeneous GPUs	12
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing	12
Charon: A Secure Cloud-of-Clouds System for Storing and Sharing Big Data	12
Improving Performance and Capacity Utilization in Cloud Storage for Content Delivery and Sharing Services	12
LPGA: Location Privacy-Guaranteed Offloading Algorithm in Cache-Enabled Edge Clouds	12
BPMS: Blockchain-Based Privacy-Preserving Multi-Keyword Search in Multi-Owner Setting	12
PriRanGe: Privacy-Preserving Range-Constrained Intersection Query Over Genomic Data	12
StreamSys: A Lightweight Executable Delivery System for Edge Computing	12
Proactive Fault-Tolerance Technique to Enhance Reliability of Cloud Service in Cloud Federation Environment	12
Distributed Traffic Flow Consolidation for Power Efficiency of Large-Scale Data Center Network	12
P4Hauler: An Accelerator-Aware In-Network Load Balancer for Applications Performance Boosting	12
Cloud Computing Assisted Blockchain-Enabled Internet of Things	12
Cost-Effective and Latency-Minimized Data Placement Strategy for Spatial Crowdsourcing in Multi-Cloud Environment	12
Improving LSM-Tree Based Key-Value Stores With Fine-Grained Compaction Mechanism	11
SST-LOF: Container Anomaly Detection Method Based on Singular Spectrum Transformation and Local Outlier Factor	11
Achieving Fast Convergence and High Efficiency using Differential Explicit Feedback in Data Center	11
REE-TM: Reliable and Energy-Efficient Traffic Management Model for Diverse Cloud Workloads	11
A Run-Time Framework for Ensuring Zero-Trust State of Client’s Machines in Cloud Environment	11
Understanding the Security Implication of Aborting Virtual Machine Live Migration	11
Online Performance Modeling and Prediction for Single-VM Applications in Multi-Tenant Clouds	11
Forward Secure Public Key Encryption with Keyword Search for Outsourced Cloud Storage	11
Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach	11
Optimal Resource Allocation of Cloud-Based Spark Applications	11
HFedMS: Heterogeneous Federated Learning With Memorable Data Semantics in Industrial Metaverse	11
Fast Secure and Anonymous Key Agreement Against Bad Randomness for Cloud Computing	11