IEEE Transactions on Parallel and Distributed Systems (TPDS) is published monthly. It publishes a range of papers, comments on previously published papers, and survey articles that deal with the parallel and distributed systems research areas of current importance to our readers. Particular areas of interest include, but are not limited to:a) Parallel and distributed algorithms, focusing on topics such as: models of computation; numerical, combinatorial, and data-intensive parallel algorithms, scalability of algorithms and data structures for parallel and distributed systems, communication and synchronization protocols, network algorithms, scheduling, and load balancing.b) Applications of parallel and distributed computing, including computational and data-enabled science and engineering, big data applications, parallel crowd sourcing, large-scale social network analysis, management of big data, cloud and grid computing, scientific and biomedical applications, mobile computing, and cyber-physical systems.c) Parallel and distributed architectures, including architectures for instruction-level and thread-level parallelism; design, analysis, implementation, fault resilience and performance measurements of multiple-processor systems; multicore processors, heterogeneous many-core systems; petascale and exascale systems designs; novel big data architectures; special purpose architectures, including graphics processors, signal processors, network processors, media accelerators, and other special purpose processors and accelerators; impact of technology on architecture; network and interconnect architectures; parallel I/O and storage systems; architecture of the memory hierarchy; power-efficient and green computing architectures; dependable architectures; and performance modeling and evaluation.d) Parallel and distributed software, including parallel and multicore programming languages and compilers, runtime systems, operating systems, Internet computing and web services, resource management including green computing, middleware for grids, clouds, and data centers, libraries, performance modeling and evaluation, parallel programming paradigms, and programming environments and tools.
IEEE并行和分布式系统学报（TPDS）每月出版一次。它发表了一系列的论文，评论以前发表的论文，并调查文章，处理并行和分布式系统的研究领域，目前的重要性，我们的读者。感兴趣的特定领域包括但不限于：a）并行和分布式算法，集中于诸如以下主题：计算模型;数值、组合和数据密集型并行算法、用于并行和分布式系统的算法和数据结构的可扩展性、通信和同步协议、网络算法、调度和负载平衡。b）并行和分布式计算的应用，包括计算和数据使能的科学和工程、大数据应用、并行众包、大规模社交网络分析、管理大数据、云和网格计算、科学和生物医学应用、移动的计算和网络物理系统。c）并行和分布式架构，包括用于指令级和线程级并行的架构;多处理器系统的设计、分析、实施、故障恢复和性能测量;多核处理器、异构众核系统;千万亿次和千万亿次系统设计;新型大数据架构;专用架构，包括图形处理器、信号处理器、网络处理器、媒体加速器和其它专用处理器和加速器;技术对建筑影响;网络和互连体系结构;并行I/O和存储系统;存储器层次结构;节能和绿色计算架构;可靠的体系结构;以及性能建模和评估。d）并行和分布式软件，包括并行和多核编程语言和编译器、运行时系统、操作系统、因特网计算和web服务、包括绿色计算的资源管理、用于网格、云和数据中心的中间件、库、性能建模和评估、并行编程范例以及编程环境和工具。
Parallelizing Word2Vec in Shared and Distributed Memory
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2904058
Dynamic Network Function Instance Scaling Based on Traffic Forecasting and VNF Placement in Operator Data Centers
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2867587
Efficiently Embedding Service Function Chains with Dynamic Virtual Network Function Placement in Geo-Distributed Cloud System
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2880992
Using High-Bandwidth Networks Efficiently for Fast Graph Computation
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2875084
Performance Analysis and Modeling of Video Transcoding Using Heterogeneous Cloud Services
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2870651
A Thorough Trust and Reputation Based RBAC Model for Secure Data Storage in the Cloud
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2870652
On the Scheduling of Energy-Aware Fault-Tolerant Mixed-Criticality Multicore Systems with Service Guarantee Exploration
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2907846
A Distributed Multilevel Force-Directed Algorithm
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1007/978-3-319-50106-2_1
SDCon: Integrated Control Platform for Software-Defined Clouds
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2855119
HitGraph: High-throughput Graph Processing Framework on FPGA
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2910068
Region-Based Compressive Networked Storage with Lazy Encoding
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2883550
Fast AES Implementation: A High-Throughput Bitsliced Approach
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2911278
Enabling Encrypted Rich Queries in Distributed Key-Value Stores
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2885519
Smart Contract-Based Negotiation for Adaptive QoS-Aware Service Composition
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2885746
Parallel Traversal of Large Ensembles of Decision Trees
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2860982
Architecture-Based Reliability-Sensitive Criticality Measure for Fault-Tolerance Cloud Applications
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2917900
Popularity-Aware Multi-Failure Resilient and Cost-Effective Replication for High Data Durability in Cloud Storage
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2873384
Numerically Stable Recurrence Relations for the Communication Hiding Pipelined Conjugate Gradient Method
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2917663
A Performance Model for GPU Architectures that Considers On-Chip Resources: Application to Medical Image Registration
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2905213
Comparative Analysis of Intra-Algorithm Parallel Multiobjective Evolutionary Algorithms: Taxonomy Implications on Bioinformatics Scenarios
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2854788
Analytical Derivation of Concurrent Reuse Distance Profile for Multi-Threaded Application Running on Chip Multi-Processor
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2896633
Persistent Octrees for Parallel Mesh Refinement through Non-Volatile Byte-Addressable Memory
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2867867
An Efficient Hybrid I/O Caching Architecture Using Heterogeneous SSDs
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2883745
Efficient Data Placement and Replication for QoS-Aware Approximate Query Evaluation of Big Data Analytics
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2921337
Response Time Bounds for Typed DAG Parallel Tasks on Heterogeneous Multi-Cores
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2916696
Ultra-Fast Bloom Filters using SIMD Techniques
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2869889
moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2866582
A Utility-Based Optimization Framework for Edge Service Entity Caching
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2915218
Promenade: Proportionally Fair Multipath Rate Control in Datacenter Networks with Random Network Coding
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2915638
Learn-as-you-go with Megh: Efficient Live Migration of Virtual Machines
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2893648
The Case for Phase-Based Transactional Memory
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2861712
On Runtime Communication and Thermal-Aware Application Mapping and Defragmentation in 3D NoC Systems
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2921542
Solving Linear Diophantine Systems on Parallel Architectures
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2873354
Hytrace: A Hybrid Approach to Performance Bug Diagnosis in Production Cloud Infrastructures
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1145/3127479.3132562
GCache: Neighborhood-Guided Graph Caching in a Distributed Environment
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2915300
A Quality-Aware Multi-Level Data Aggregation Approach to Manage Smart Grid AMI Traffic
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2865937
Managing Recurrent Virtual Network Updates in Multi-Tenant Datacenters: A System Perspective
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2893239
On Optimal Trees for Irregular Gather and Scatter Collectives
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2899843
Distributed Personal Cloud Storage without Third Parties
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2915073
Resource-Aware Scheduling for Dependable Multicore Real-Time Systems: Utilization Bound and Partitioning Algorithm
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2926455
Geometric Mapping of Tasks to Processors on Parallel Computers with Mesh or Torus Networks
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2900043
Coordinated DMA: Improving the DRAM Access Efficiency for Matrix Multiplication
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2906891
GPU-Job Migration: The rCUDA Case
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2924433
Cloud Scheduling with Discrete Charging Units
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2889712
GVTS: Global Virtual Time Fair Scheduling to Support Strict Fairness on Many Cores
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2851515
Optimizing Egalitarian Performance when Colocating Tasks with Types for Cloud Data Center Resource Management
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2911084
Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2887380
Way Combination for an Adaptive and Scalable Coherence Directory
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2917185
A Holistic Energy-Efficient Real-Time Scheduler for Mixed Stream and Batch Processing Workloads
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2019.2922606
An Overflow Problem in Network Coding for Secure Cloud Storage
来源期刊：IEEE Transactions on Parallel and Distributed SystemsDOI：10.1109/TPDS.2018.2870890
