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IEEE Transactions on Parallel and Distributed Systems, Volume 33
Volume 33, Number 1, January 2022
- J. Rubén Titos Gil
, Ricardo Fernández Pascual
DeTraS: Delaying Stores for Friendly-Fire Mitigation in Hardware Transactional Memory. 1-13 - Haozhao Wang
Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment. 14-25 - Georgios Andreadis
Capelin: Data-Driven Compute Capacity Procurement for Cloud Datacenters Using Portfolios of Scenarios. 26-39 - Yibo Jin
$run$ runData: Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics Over Edges. 40-55 - Si Wu
Optimal Repair-Scaling Trade-off in Locally Repairable Codes: Analysis and Evaluation. 56-69 - Gangzhao Lu
Optimizing Depthwise Separable Convolution Operations on GPUs. 70-87 - Gingfung Yeung
Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems. 88-100 - Shreshth Tuli
COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments. 101-116 - Dipika Deb
FlitZip: Effective Packet Compression for NoC in MultiProcessor System-on-Chip. 117-128 - Tongfeng Weng
Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs. 129-143 - Yidi Wu, Kaihao Ma, Xiao Yan
Elastic Deep Learning in Multi-Tenant GPU Clusters. 144-158 - Zhen Xie
A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures. 159-175 - Federico Magnanini
Scalable, Confidential and Survivable Software Updates. 176-191 - Yuhao Zhou
Communication-Efficient Federated Learning With Compensated Overlap-FedAvg. 192-205 - Saad Zia Sheikh
Energy-Efficient Cache-Aware Scheduling on Heterogeneous Multicore Systems. 206-217 - Huan Wang
PLVER: Joint Stable Allocation and Content Replication for Edge-Assisted Live Video Delivery. 218-230 - Amelie Chi Zhou
Taming System Dynamics on Resource Optimization for Data Processing Workflows: A Probabilistic Approach. 231-248
Volume 33, Number 2, February 2022
- Shutong Chen
EdgeDR: An Online Mechanism Design for Demand Response in Edge Clouds. 343-358 - Ping Gao
Optimization of Reactive Force Field Simulation: Refactor, Parallelization, and Vectorization for Interactions. 359-373 - Yipei Niu
PostMan: Rapidly Mitigating Bursty Traffic via On-Demand Offloading of Packet Processing. 374-387 - Konstantinos Iliakis
Repurposing GPU Microarchitectures with Light-Weight Out-Of-Order Execution. 388-402 - Li Chen
Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters. 403-414 - Limei Lin
A Pessimistic Fault Diagnosability of Large-Scale Connected Networks via Extra Connectivity. 415-428 - Nhut-Minh Ho
Tensorox: Accelerating GPU Applications via Neural Approximation on Unused Tensor Cores. 429-443 - Abdurrahman Yasar
A Block-Based Triangle Counting Algorithm on Heterogeneous Environments. 444-458 - Feng Zhang
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression. 459-475 - Jie Cui
A Practical and Efficient Bidirectional Access Control Scheme for Cloud-Edge Data Sharing. 476-488 - Scott Pakin
Guest Editorial: Special Section on Parallel and Distributed Computing Techniques for Non-Von Neumann Technologies. 249-250 - Chang Hyun Kim
Silent-PIM: Realizing the Processing-in-Memory Computing With Standard Memory Requests. 251-262 - Purab Ranjan Sutradhar
Look-up-Table Based Processing-in-Memory Architecture With Programmable Precision-Scaling for Deep Learning Applications. 263-275 - Leonid Yavits
GIRAF: General Purpose In-Storage Resistive Associative Framework. 276-287 - Twisha Titirsha, Shihao Song, Anup Das
Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware. 288-301 - Kyle Henke
Fast Post-Hoc Normalization for Brain Inspired Sparse Coding on a Neuromorphic Device. 302-309 - Elijah Pelofske
Inferring the Dynamics of the State Evolution During Quantum Annealing. 310-321 - Karolos-Alexandros Tsakalos
Protein Structured Reservoir Computing for Spike-Based Pattern Recognition. 322-331 - Bosheng Song
Monodirectional Evolutional Symport Tissue P Systems With Promoters and Cell Division. 332-342
Volume 33, Number 3, March 2022
- Shixiong Zhao
vPipe: A Virtualized Acceleration System for Achieving Efficient and Scalable Pipeline Parallel DNN Training. 489-506 - Yishu Du, Loris Marchal
Optimal Checkpointing Strategies for Iterative Applications. 507-522 - Marcin Copik
Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration. 523-535 - Wei Yang Bryan Lim
Decentralized Edge Intelligence: A Dynamic Resource Allocation Framework for Hierarchical Federated Learning. 536-550 - Yiwen Gao
cuNH: Efficient GPU Implementations of Post-Quantum KEM NewHope. 551-568 - Hui Cai
Online Pricing and Trading of Private Data in Correlated Queries. 569-585 - Yuan Wang
Resilient Real-Valued Consensus in Spite of Mobile Malicious Agents on Directed Graphs. 586-603 - Oliver Giersch
Fast and Portable Concurrent FIFO Queues With Deterministic Memory Reclamation. 604-616 - Chavit Denninnart
Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems. 617-629 - Jed Mills
Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing. 630-641 - John Gounley
Propagation Pattern for Moment Representation of the Lattice Boltzmann Method. 642-653 - Quan Zheng, Tao Yang
On the Analysis of Cache Invalidation With LRU Replacement. 654-666 - Tayebeh Bahreini, Hossein Badri, Daniel Grosu
Mechanisms for Resource Allocation and Pricing in Mobile Edge Computing Systems. 667-682 - Xing Chen
Energy-Efficient Offloading for DNN-Based Smart IoT Systems in Cloud-Edge Environments. 683-697 - Anandarup Mukherjee
Timed Loops for Distributed Storage in Wireless Networks. 698-709 - Umar Ibrahim Minhas, Roger F. Woods
Efficient, Dynamic Multi-Task Execution on FPGA-Based Computing Systems. 710-722 - Linsong Cheng
ViTrack: Efficient Tracking on the Edge for Commodity Video Surveillance Systems. 723-735
Volume 33, Number 4, April 2022
- Sadaf R. Alam, Lois Curfman McInnes, Kengo Nakajima:
IEEE Special Issue on Innovative R&D Toward the Exascale Era. 736-738 - Andrea Borghesi
Anomaly Detection and Anticipation in High Performance Computing Systems. 739-750 - Yiming Wang
Online Power Management for Multi-Cores: A Reinforcement Learning Based Approach. 751-764 - Chao Chen
Near-Zero Downtime Recovery From Transient-Error-Induced Crashes. 765-778 - Juan M. Cebrian
Compiler-Assisted Compaction/Restoration of SIMD Instructions. 779-791 - Lazaros Papadopoulos
EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems. 792-804 - Christian R. Trott
Kokkos 3: Programming Model Extensions for the Exascale Era. 805-817 - André Merzky, Matteo Turilli
Design and Performance Characterization of RADICAL-Pilot on Leadership-Class Platforms. 818-829 - Jonas H. Müller Korndörfer
LB4OMP: A Dynamic Load Balancing Library for Multithreaded Applications. 830-841 - Junchao Zhang
The PetscSF Scalable Communication Layer. 842-853 - Keren Zhou
An Automated Tool for Analysis and Tuning of GPU-Accelerated Code in HPC Applications. 854-865 - Ivy Bo Peng
Enabling Scalable and Extensible Memory-Mapped Datastores in Userspace. 866-877 - Lipeng Wan
Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization. 878-890 - Houjun Tang
Transparent Asynchronous Parallel I/O Using Background Threads. 891-902 - Jérome Soumagne
Accelerating HDF5 I/O for Exascale Using DAOS. 903-914 - Sayan Ghosh
Characterizing Performance of Graph Neighborhood Communication Patterns. 915-928 - Arindam Khanda
A Parallel Algorithm Template for Updating Single-Source Shortest Paths in Large-Scale Dynamic Networks. 929-940 - Xinbiao Gan, Yiming Zhang
TianheGraph: Customizing Graph Search for Graph500 on Tianhe Supercomputer. 941-951 - Robert F. Bird, Nigel Tan, Scott V. Luedtke
VPIC 2.0: Next Generation Particle-in-Cell Simulations. 952-963 - Sameh Abdulah
Accelerating Geostatistical Modeling and Prediction With Mixed-Precision Computations: A High-Productivity Approach With PaRSEC. 964-976 - Stephen Hudson
libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations. 977-988 - Ariful Azad
Combinatorial BLAS 2.0: Scaling Combinatorial Algorithms on Distributed-Memory Systems. 989-1001 - Gordon Euhyun Moon
Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication. 1002-1014 - Anil Gaihre
gSoFa: Scalable Sparse Symbolic LU Factorization on GPUs. 1015-1026 - Neil Lindquist
Accelerating Restarted GMRES With Mixed Precision Arithmetic. 1027-1037
Volume 33, Number 5, May 2022
- Fabio Montagna
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics. 1038-1053 - Fei Lei
Exploring the Galaxyfly Family to Build Flexible-Scale Interconnection Networks. 1054-1068 - Zongyi Zhao
Efficient and Accurate Flow Record Collection With HashFlow. 1069-1083 - Jiantong Jiang
Parallel and Distributed Structured SVM Training. 1084-1096 - Jian Liu
Parallel and Asynchronous Smart Contract Execution. 1097-1108 - Jiaqi Liu
Addictive Incentive Mechanism in Crowdsensing From the Perspective of Behavioral Economics. 1109-1127 - Shaoqi Wang
Elastic Parameter Server: Accelerating ML Training With Scalable Resource Scheduling. 1128-1143 - Xiaoyu Xia
Data, User and Power Allocations for Caching in Multi-Access Edge Computing. 1144-1155 - Bruno Donassolo
Online Reconfiguration of IoT Applications in the Fog: The Information-Coordination Trade-Off. 1156-1172 - Lipeng Wang
DIESEL+: Accelerating Distributed Deep Learning Tasks on Image Datasets. 1173-1184 - Zhi Ma, Sheng Zhang
Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing. 1185-1198 - Jing Li
Maximizing User Service Satisfaction for Delay-Sensitive IoT Applications in Edge Computing. 1199-1212 - Takuya Kojima
Mapping-Aware Kernel Partitioning Method for CGRAs Assisted by Deep Learning. 1213-1230 - YuAng Chen
Workload Balancing via Graph Reordering on Multicore Systems. 1231-1245 - Junsong Fu
A Practical Framework for Secure Document Retrieval in Encrypted Cloud File Systems. 1246-1261 - Zhu Jin
DH-SVRF: A Reconfigurable Unicast/Multicast Forwarding for High-Performance Packet Forwarding Engines. 1262-1275
Volume 33, Number 6, June 2022
- Kiril Dichev
Power Log'n'Roll: Power-Efficient Localized Rollback for MPI Applications Using Message Logging Protocols. 1276-1288 - Feng Zhang
DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization. 1289-1302 - Tsung-Wei Huang
Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System. 1303-1320 - John Augustine
Distributed Graph Realizations. 1321-1337 - Maciej Kokocinski
On Mixing Eventual and Strong Consistency: Acute Cloud Types. 1338-1356 - Yuxuan Li
Benchmarking 50-Photon Gaussian Boson Sampling on the Sunway TaihuLight. 1357-1372 - Peijin Cong
Customer Adaptive Resource Provisioning for Long-Term Cloud Profit Maximization under Constrained Budget. 1373-1392 - Haotian Wu
VQL: Efficient and Verifiable Cloud Query Services for Blockchain Systems. 1393-1406 - Kwangsung Oh
Network Cost-Aware Geo-Distributed Data Analytics System. 1407-1420 - Ziliang Wang
HSA-Net: Hidden-State-Aware Networks for High-Precision QoS Prediction. 1421-1435 - Brian R. Tauro
Modeling Speedup in Multi-OS Environments. 1436-1450 - Chen Zhao
A Survey of GPU Multitasking Methods Supported by Hardware Architecture. 1451-1463 - Ronan-Alexandre Cherrueau, Marie Delavergne
EnosLib: A Library for Experiment-Driven Research in Distributed Computing. 1464-1477 - Abhishek Kumar Jain
Coarse Grained FPGA Overlay for Rapid Just-In-Time Accelerator Compilation. 1478-1490 - Qingzhi Liu
Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems. 1491-1502 - Yan Ding
A Potential Game Theoretic Approach to Computation Offloading Strategy Optimization in End-Edge-Cloud Computing. 1503-1519
Volume 33, Number 7, July 2022
- Hoon Sung Chwa
Necessary Feasibility Analysis for Mixed-Criticality Real-Time Embedded Systems. 1520-1537 - Jiahui Li, Hao Wu
Topology-Aware Neural Model for Highly Accurate QoS Prediction. 1538-1552 - Zaifeng Pan
Exploring Data Analytics Without Decompression on Embedded GPU Systems. 1553-1568 - Zhaorui Zhang
SaPus: Self-Adaptive Parameter Update Strategy for DNN Training on Multi-GPU Clusters. 1569-1580 - Yu Chen
LOCUS: User-Perceived Delay-Aware Service Placement and User Allocation in MEC Environment. 1581-1592 - Yanze Huang
A Fast $f(r, k+1)/k$f(r, k+1)/k-Diagnosis for Interconnection Networks Under MM* Model. 1593-1604 - Woojoong Kim
Cooperative Scheduling Schemes for Explainable DNN Acceleration in Satellite Image Analysis and Retraining. 1605-1618 - Zihang Yao
Wukong+G: Fast and Concurrent RDF Query Processing Using RDMA-Assisted GPU Graph Exploration. 1619-1635 - Zecheng Li
Pistis: Issuing Trusted and Authorized Certificates With Distributed Ledger and TEE. 1636-1649 - Sheng Yue, Ju Ren
TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing. 1650-1665 - Yinjin Fu
Design and Simulation of Content-Aware Hybrid DRAM-PCM Memory System. 1666-1677 - Sepideh Safari
TherMa-MiCs: Thermal-Aware Scheduling for Fault-Tolerant Mixed-Criticality Systems. 1678-1694 - Muhammed Tawfiqul Islam
Performance and Cost-Efficient Spark Job Scheduling Based on Deep Reinforcement Learning in Cloud Computing Environments. 1695-1710 - Martin Kleppmann
A Highly-Available Move Operation for Replicated Trees. 1711-1724 - Hyungmin Cho
FARNN: FPGA-GPU Hybrid Acceleration Platform for Recurrent Neural Networks. 1725-1738 - Limei Lin
FFNLFD: Fault Diagnosis of Multiprocessor Systems at Local Node With Fault-Free Neighbors Under PMC Model and MM* Model. 1739-1751 - Yuxing Yang
Hamiltonian Paths of $k$k-ary $n$n-cubes Avoiding Faulty Links and Passing Through Prescribed Linear Forests. 1752-1760
Volume 33, Number 8, August 2022
- Qi Zhang
iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency. 1761-1774 - Fahao Chen
FedGraph: Federated Graph Learning With Intelligent Sampling. 1775-1786 - Dixit Bhatta
A Bifactor Approximation Algorithm for Cloudlet Placement in Edge Computing. 1787-1798 - Yusheng Hua
LoomIO: Object-Level Coordination in Distributed File Systems. 1799-1810 - Bingting Jiang
Efficient and Automated Deployment Architecture for OpenStack in TianHe SuperComputing Environment. 1811-1824 - Kaihua Fu, Wei Zhang
Adaptive Resource Efficient Microservice Deployment in Cloud-Edge Continuum. 1825-1840 - Xiaojie Wang
Online Learning for Distributed Computation Offloading in Wireless Powered Mobile Edge Computing Networks. 1841-1855 - Qinglei Cao
Evaluating Data Redistribution in PaRSEC. 1856-1872 - Liang Yuan
CSEdge: Enabling Collaborative Edge Storage for Multi-Access Edge Computing Based on Blockchain. 1873-1887 - Mingchuan Wu
Scaling Poisson Solvers on Many Cores via MMEwald. 1888-1901 - Xiao-Wen Qin
Construction of Dual-CISTs on an Infinite Class of Networks. 1902-1910 - Zheyi Chen
Adaptive and Efficient Resource Allocation in Cloud Datacenters Using Actor-Critic Deep Reinforcement Learning. 1911-1923 - Daniele Bianchi, Federico Avanzini
A GPU-Oriented Application Programming Interface for Digital Audio Workstations. 1924-1938 - Xiao-Yan Li
Completely Independent Spanning Trees on BCCC Data Center Networks With an Application to Fault-Tolerant Routing. 1939-1952 - Kai Lu
TridentKV: A Read-Optimized LSM-Tree Based KV Store via Adaptive Indexing and Space-Efficient Partitioning. 1953-1966 - Zhenkun Cai
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism. 1967-1981 - Tao Shi
Cost-Effective Web Application Replication and Deployment in Multi-Cloud Environment. 1982-1995 - Yongheng Deng
AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning. 1996-2009
Volume 33, Number 9, September 2022
- Manish Parashar
EiC Editorial - Advancing Reproducibility in Parallel and Distributed Systems Research. 2010 - Stephen Lien Harrell
Advancing Adoption of Reproducibility in HPC: A Preface to the Special Section. 2011-2013 - Mert Hidayetoglu
MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging. 2014-2031 - Zejia Fan
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Peking University. 2032-2034 - Nicole Prindle
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Georgia Tech. 2035-2038 - Jan Kleine
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From ETH Zürich. 2039-2042 - Xiaochen Li
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From University of California San Diego. 2043-2046 - Yuchen Liu
Reproducibility: Performance Evaluation of MemXCT on Azure CycleCloud Platform. 2047-2049 - Runxin Zhong
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Tsinghua University. 2050-2053 - Griffin Dube
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Clemson University. 2054-2057 - Shenggui Li
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Nanyang Technological University. 2058-2061 - Brock Davis
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From the University of Texas at Austin. 2062-2065 - Yuan Meng
PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization. 2066-2078 - Xiaoyong Tang
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds. 2079-2092 - Xu Zhang
Cooperative Edge Caching Based on Temporal Convolutional Networks. 2093-2105 - Antonis Papaioannou
Addressing the Read-Performance Impact of Reconfigurations in Replicated Key-Value Stores. 2106-2119 - Meng Ma
DePo: Dynamically Offload Expensive Event Processing to the Edge of Cyber-Physical Systems. 2120-2132 - Aldenio Burgos, Eduardo Alchieri
Exploiting Concurrency in Sharded Parallel State Machine Replication. 2133-2147 - Joshua Mack
Performant, Multi-Objective Scheduling of Highly Interleaved Task Graphs on Heterogeneous System on Chip Devices. 2148-2162 - Minghao Zhao
UFC2: User-Friendly Collaborative Cloud. 2163-2182 - Huifang Li
Multi-Swarm Co-Evolution Based Hybrid Intelligent Optimization for Bi-Objective Multi-Workflow Scheduling in the Cloud. 2183-2197 - Zhenli He
Cost-Efficient Server Configuration and Placement for Mobile Edge Computing. 2198-2212 - Penghao Zhang
NetSHa: In-Network Acceleration of LSH-Based Distributed Search. 2213-2229 - Thomas Faingnaert
Flexible Performant GEMM Kernels on GPUs. 2230-2248 - Jiamin Cao
CoFilter: High-Performance Switch-Accelerated Stateful Packet Filter for Bare-Metal Servers. 2249-2262
Volume 33, Number 10, October 2022
- Yuan Li
SPRINT: A High-Performance, Energy-Efficient, and Scalable Chiplet-Based Accelerator With Photonic Interconnects for CNN Inference. 2332-2345 - Huawei Huang
Elastic Resource Allocation Against Imbalanced Transaction Assignments in Sharding-Based Permissioned Blockchains. 2372-2385 - Haowei Chen
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration. 2428-2443 - Dimitri Kagaris
Execution Time Estimation of Multithreaded Programs With Critical Sections. 2470-2481 - Chuan Pham
Dynamic Controller/Switch Mapping: A Service Oriented Assignment Approach. 2482-2495 - Seyed Morteza Nabavinejad
Coordinated Batching and DVFS for DNN Inference on GPU Accelerators. 2496-2508 - Hanlin Lu
Communication-Efficient $k$k-Means for Edge-Based Machine Learning. 2509-2523 - Francesca Fossati, Stéphane Rovedakis, Stefano Secci
Distributed Algorithms for Multi-Resource Allocation. 2524-2539 - Lei Yang
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity. 2540-2553 - Wen Xia
NetSync: A Network Adaptive and Deduplication-Inspired Delta Synchronization Approach for Cloud Storage Services. 2554-2570 - Yi Qiao
NetEC: Accelerating Erasure Coding Reconstruction With In-Network Aggregation. 2571-2583 - Deke Guo
Optimal Embedding of Aggregated Service Function Tree. 2584-2596 - Xianzhi Zhang
Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. 2597-2611 - Miao Hu
Incentive-Aware Autonomous Client Participation in Federated Learning. 2612-2627 - Sijie Shen, Xingda Wei, Rong Chen
DrTM+B: Replication-Driven Live Reconfiguration for Fast and General Distributed Transaction Processing. 2628-2643 - Geyao Cheng
LOFS: A Lightweight Online File Storage Strategy for Effective Data Deduplication at Network Edge. 2263-2276 - Zhonghua Wang
ComboTree: A Persistent Indexing Structure With Universal Operational Efficiency and Scalability. 2277-2290 - Anran Li
Privacy-Preserving Efficient Federated-Learning Model Debugging. 2291-2303 - Mostafa Hadizadeh, Elham Cheshmikhani
CoPA: Cold Page Awakening to Overcome Retention Failures in STT-MRAM Based I/O Buffers. 2304-2317 - TianZhang He
CAMIG: Concurrency-Aware Live Migration Management of Multiple Virtual Machines in SDN-Enabled Clouds. 2318-2331 - Shuiguang Deng
Dependent Function Embedding for Distributed Serverless Edge Computing. 2346-2357 - Yuanyuan Zeng
An Efficient Index-Based Approach to Distributed Set Reachability on Small-World Graphs. 2358-2371 - Liangliang Xu
SelectiveEC: Towards Balanced Recovery Load on Erasure-Coded Storage Systems. 2386-2400 - Jun Li, Yumeng Shao
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation. 2401-2415 - Panagiotis Gkikopoulos
Decentralised Data Quality Control in Ground Truth Production for Autonomic Decisions. 2416-2427 - Renping Liu
Improving Fairness for SSD Devices through DRAM Over-Provisioning Cache Management. 2444-2454 - Fan Jiang
Fast and Accurate Statistical Simulation of Shared-Memory Applications on Multicore Systems. 2455-2469 - Dajia Peng
Jdebug: A Fast, Non-Intrusive and Scalable Fault Locating Tool for Ten-Million-Scale Parallel Applications. 3491-3504 - Xiaoyu He
Distributed Evolution Strategies for Black-Box Stochastic Optimization. 3718-3731 - Bing Zhang
SMURF: Efficient and Scalable Metadata Access for Distributed Applications. 3915-3928 - Zhenxin Li
PhaST: Hierarchical Concurrent Log-Free Skip List for Persistent Memory. 3929-3941 - Mozhengfu Liu
Busy-Time Scheduling on Heterogeneous Machines: Algorithms and Analysis. 3942-3958 - Mostafa Rizk
Run-Time Remapping Algorithm of Dataflow Actors on NoC-Based Heterogeneous MPSoCs. 3959-3976 - Elmira Karimi
VCSR: An Efficient GPU Memory-Aware Sparse Format. 3977-3989 - Antonis Psistakis
Optimized Page Fault Handling During RDMA. 3990-4005 - Jie Zhang
Adaptive Vertical Federated Learning on Unbalanced Features. 4006-4018 - Shuai Zhao
DAG Scheduling and Analysis on Multi-Core Systems by Modelling Parallelism and Dependency. 4019-4038 - Shusen Yang
CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression. 4039-4056 - Jiesong Liu
Exploring Query Processing on CPU-GPU Integrated Edge Device. 4057-4070 - Murat Akpinar
Highly Accurate Clock Synchronization With Drift Correction for the Controller Area Network. 4071-4082 - Qiang Wang
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters. 4083-4099 - Xu Jiang
Real-Time Scheduling of Parallel Task Graphs With Critical Sections Across Different Vertices. 4117-4133 - Ana Gainaru
Understanding the Impact of Data Staging for Coupled Scientific Workflows. 4134-4147 - Lanlan Rui
Content Collaborative Caching Strategy in the Edge Maintenance of Communication Network: A Joint Download Delay and Energy Consumption Method. 4148-4163 - João Gonçalves
SconeKV: A Scalable, Strongly Consistent Key-Value Store. 4164-4175 - Chen Zhang
Privacy-Preserving Deduplication of Sensor Compressed Data in Distributed Fog Computing. 4176-4191 - Shengan Zheng
Hydra: A Decentralized File System for Persistent Memory and RDMA Networks. 4192-4206 - Song Yang
Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing. 4207-4220 - Vincenzo Gulisano
STRETCH: Virtual Shared-Nothing Parallelism for Scalable and Elastic Stream Processing. 4221-4238 - Jidong Zhai
Detecting Performance Variance for Parallel Applications Without Source Code. 4239-4255 - Chen Tian
PushBox: Making Use of Every Bit of Time to Accelerate Completion of Data-Parallel Jobs. 4256-4269 - Xiaoyu Xia
Formulating Cost-Effective Data Distribution Strategies Online for Edge Cache Systems. 4270-4281 - Abeda Sultana, Md. Mainul Haque, Li Chen
Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning. 4282-4294 - Fei Chen
Cloud Object Storage Synchronization: Design, Analysis, and Implementation. 4295-4310 - Yuepeng Li
Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds. 4311-4325 - Zihao Zeng
AccTFM: An Effective Intra-Layer Model Parallelization Strategy for Training Large-Scale Transformer-Based Models. 4326-4338 - Chen Ding
TriangleKV: Reducing Write Stalls and Write Amplification in LSM-Tree Based KV Stores With Triangle Container in NVM. 4339-4352 - Zhe Qu
Context-Aware Online Client Selection for Hierarchical Federated Learning. 4353-4367 - Andreas Kurth
HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing. 4368-4382 - Ali Mohammed
Automated Scheduling Algorithm Selection and Chunk Parameter Calculation in OpenMP. 4383-4394 - Shaonan Ma
A Survey of Storage Systems in the RDMA Era. 4395-4409 - Mohsen Ansari
Power-Aware Checkpointing for Multicore Embedded Systems. 4410-4424 - Konstantinos Iliakis
Enabling Large Scale Simulations for Particle Accelerators. 4425-4439 - Yuanjian Liu
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints. 4440-4457 - Kai Xu
Redesigning and Optimizing UCSF DOCK3.7 on Sunway TaihuLight. 4458-4471 - Liangchen Guo, Kai Zhang
Gaviss : Boosting the Performance of GPU-Accelerated NFV Systems via Data Sharing. 4472-4483 - Ping Chen
Accelerating Tensor Swapping in GPUs With Self-Tuning Compression. 4484-4498 - Jing Wu
HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge. 4499-4514 - Yongheng Deng
Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation. 4515-4529 - Shumpei Shiina
Improving Cache Utilization of Nested Parallel Programs by Almost Deterministic Work Stealing. 4530-4546 - Xinye Cai
A Bi-Objective Learn-and-Deploy Scheduling Method for Bursty and Stochastic Requests on Heterogeneous Cloud Servers. 4547-4562 - Xinchang Zhang
Elastic and Reliable Bandwidth Reservation Based on Distributed Traffic Monitoring and Control. 4563-4580
Volume 33, Number 11, November 2022
- Jidong Zhai, Min Si
Guest Editorial. 2644-2647 - Canh T. Dinh
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning. 2648-2660 - Moming Duan
Flexible Clustered Federated Learning for Client-Level Data Distribution Shift. 2661-2674 - Jer Shyuan Ng
Reputation-Aware Hedonic Coalition Formation for Efficient Serverless Hierarchical Federated Learning. 2675-2686 - Jie Feng
Min-Max Cost Optimization for Efficient Hierarchical Federated Learning in Wireless Edge Networks. 2687-2700 - Jialin Guo
LightFed: An Efficient and Secure Federated Edge Learning System on Model Splitting. 2701-2713 - Yiming Zeng
Differentially Private Federated Temporal Difference Learning. 2714-2726 - Abolfazl Hashemi
On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning. 2727-2739 - Michael Mitzenmacher, Matteo Dell'Amico
The Supermarket Model With Known and Predicted Service Times. 2740-2751 - Saiqin Long
A Global Cost-Aware Container Scheduling Strategy in Cloud Data Centers. 2752-2766 - Yuan Yao
WAMP$^2$2S: Workload-Aware GPU Performance Model Based Pseudo-Preemptive Real-Time Scheduling for the Airborne Embedded System. 2767-2780 - Zhisheng Ye
Astraea: A Fair Deep Learning Scheduler for Multi-Tenant GPU Clusters. 2781-2793 - Shreshth Tuli
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems. 2794-2807 - Rong Gu
Liquid: Intelligent Resource Estimation and Network-Efficient Scheduling for Deep Learning Jobs on Distributed GPU Clusters. 2808-2820 - Shreshth Tuli
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments. 2821-2833 - Jiajun Li
SGCNAX: A Scalable Graph Convolutional Neural Network Accelerator With Workload Balancing. 2834-2845 - Mingfan Li
Bridging the Gap between Deep Learning and Frustrated Quantum Spin System for Extreme-Scale Simulations on New Generation of Sunway Supercomputer. 2846-2859 - Rui Xu
Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. 2860-2871 - Hai Jin
ReHy: A ReRAM-Based Digital/Analog Hybrid PIM Architecture for Accelerating CNN Training. 2872-2884 - Jintao Meng
Automatic Generation of High-Performance Convolution Kernels on ARM CPUs for Deep Learning. 2885-2899 - Zhuojin Li
Predicting Throughput of Distributed Stochastic Gradient Descent. 2900-2912 - Ariel Keller Rorabaugh, Silvina Caíno-Lores
Building High-Throughput Neural Architecture Search Workflows via a Decoupled Fitness Prediction Engine. 2913-2926 - Qinglong Zhang, Rui Han
Lightweight and Accurate DNN-Based Anomaly Detection at Edge. 2927-2942 - Farui Wang
Dynamic GPU Energy Optimization for Machine Learning Training Workloads. 2943-2954 - Amelie Chi Zhou
FarSpot: Optimizing Monetary Cost for HPC Applications in the Cloud Spot Market. 2955-2967 - Wenkai Lv
Microservice Deployment in Edge Computing Based on Deep Q Learning. 2968-2978 - Kai Zhong
An Efficient Parallel Reinforcement Learning Approach to Cross-Layer Defense Mechanism in Industrial Control Systems. 2979-2990 - Jing Zeng
Adaptive DRL-Based Virtual Machine Consolidation in Energy-Efficient Cloud Data Center. 2991-3002 - Yuanhao Yang, Hong Shen
Deep Reinforcement Learning Enhanced Greedy Optimization for Online Scheduling of Batched Tasks in Cloud HPC Systems. 3003-3014 - Zaifeng Pan
G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. 3015-3027 - Nabil Abubaker
Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition. 3028-3040 - Dian-Lun Lin
Accelerating Large Sparse Neural Network Inference Using GPU Task Graph Parallelism. 3041-3052 - Zhaorui Zhang
MIPD: An Adaptive Gradient Sparsification Framework for Distributed DNNs Training. 3053-3066 - Jianqiang Huang
$TC-Stream$TC-Stream: Large-Scale Graph Triangle Counting on a Single Machine Using GPUs. 3067-3078 - Yunlong Mao
Secure Deep Neural Network Models Publishing Against Membership Inference Attacks Via Training Task Parallelism. 3079-3091 - Amro Alabsi Aljundi
Boosting Graph Embedding on a Single GPU. 3092-3105 - Jingwei Sun
Lossy Compression of Communication Traces Using Recurrent Neural Networks. 3106-3116 - Jiamin Chen
Auto-GNAS: A Parallel Graph Neural Architecture Search Framework. 3117-3128 - Kun Li
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering. 3129-3140 - Zexi Chen, Ting Wang
BLB-gcForest: A High-Performance Distributed Deep Forest With Adaptive Sub-Forest Splitting. 3141-3152 - Shaoduo Gan
FRuDA: Framework for Distributed Adversarial Domain Adaptation. 3153-3164 - Danyang Xiao
Mixing Activations and Labels in Distributed Training for Split Learning. 3165-3177 - Cheng Gong
Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks. 3178-3193 - Pyeongsu Park
DLS: A Fast and Flexible Neural Network Training System With Fine-grained Heterogeneous Device Orchestration. 3194-3206 - Daniel Gerlinghoff
E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks With Emerging Neural Encoding on FPGAs. 3207-3219 - Size Zheng
NeoFlow: A Flexible Framework for Enabling Efficient Compilation for High Performance DNN Training. 3220-3232 - Yuxuan Zhou
Heterogeneous Multi-Agent System for Brain-Computer Interaction in Routing and Forwarding With Memristive Neuron Networks. 3233-3248 - Maolin Wang
NITI: Training Integer Neural Networks Using Integer-Only Arithmetic. 3249-3261
Volume 33, Number 12, December 2022
- Zoltán Ádám Mann
Decentralized Application Placement in Fog Computing. 3262-3273 - Junchang Wang
DHash: Dynamic Hash Tables With Non-Blocking Regular Operations. 3274-3290 - Zihao Zhou, Yanan Li
Towards Efficient and Stable K-Asynchronous Federated Learning With Unbounded Stale Gradients on Non-IID Data. 3291-3305 - Murugaraj Odiathevar
A Bayesian Approach To Distributed Anomaly Detection In Edge AI Networks. 3306-3320 - Nimish Shah
GraphOpt: Constrained-Optimization-Based Parallelization of Irregular Graphs. 3321-3332 - Hai Zhou
Bandwidth-Aware Scheduling Repair Techniques in Erasure-Coded Clusters: Design and Analysis. 3333-3348 - Jianshu Liu
Coordinating Fast Concurrency Adapting With Autoscaling for SLO-Oriented Web Applications. 3349-3362 - Pedro J. Martínez-Ferrer
A Native Tensor-Vector Multiplication Algorithm for High Performance Computing. 3363-3374 - Chenlei Tang
FenceKV: Enabling Efficient Range Query for Key-Value Separation. 3375-3386 - Hongxiang Fan
Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations. 3387-3399 - Xiaolu Li
Fast Proactive Repair in Erasure-Coded Storage: Analysis, Design, and Implementation. 3400-3414 - Sina Darabi, Ehsan Yousefzadeh-Asl-Miandoab
OSM: Off-Chip Shared Memory for GPUs. 3415-3429 - Yu Zhan, Liguo Zhou, Baocang Wang, Pu Duan, Benyu Zhang:
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid. 3430-3441 - Miao Zhang
Efficient Flow-Based Scheduling for Geo-Distributed Simulation Tasks in Collaborative Edge and Cloud Environments. 3442-3459 - Shuo Wang
OCTOPUS: Overcoming Performance and Privatization Bottlenecks in Distributed Learning. 3460-3477 - Sathyanarayanan Srinivasan
Solving Consensus in True Partial Synchrony. 3478-3490 - Robert Underwood
OptZConfig: Efficient Parallel Optimization of Lossy Compression Configuration. 3505-3519 - Nicolas Blin, Edwin Carlinet
Max-Tree Computation on GPUs. 3520-3531 - Rory Hector, Ramachandran Vaidyanathan
Optimal Convex Hull Formation on a Grid by Asynchronous Robots With Lights. 3532-3545 - Hemanta Sapkota, Engin Arslan
Reliable Wide-Area Data Transfers for Streaming Workflows. 3546-3557 - Jidong Zhai
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems. 3558-3574 - J. C. S. Kadupitiya
SciSpot: Scientific Computing On Temporally Constrained Cloud Preemptible VMs. 3575-3588 - Hatem Elshazly
Storage-Heterogeneity Aware Task-based Programming Models to Optimize I/O Intensive Applications. 3589-3599 - Jiuchuan Jiang
Batch Crowdsourcing for Complex Tasks Based on Distributed Team Formation in E-Markets. 3600-3615 - J. Gregory Pauloski
Deep Neural Network Training With Distributed K-FAC. 3616-3627 - Jiaqing Dong
Meet: Rack-Level Pooling Based Load Balancing in Datacenter Networks. 3628-3639 - Rafal Krawczyk
Ethernet for High-Throughput Computing at CERN. 3640-3650 - Michael P. Lingg
High Performance Evaluation of Helmholtz Potentials Using the Multi-Level Fast Multipole Algorithm. 3651-3666 - Shengguo Li
Efficient Data Redistribution Algorithms From Irregular to Block Cyclic Data Distribution. 3667-3677 - Hua Kang
Communicational and Computational Efficient Federated Domain Adaptation. 3678-3689 - Xu Ma
Differentially Private Byzantine-Robust Federated Learning. 3690-3701 - Huizhang Luo
zMesh: Theories and Methods to Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement. 3702-3717 - Jianhua Gao
TaiChi: A Hybrid Compression Format for Binary Sparse Matrix-Vector Multiplication on GPU. 3732-3745 - Guangqiang Luan, Pu Pang, Quan Chen
Online Thread Auto-Tuning for Performance Improvement and Resource Saving. 3746-3759 - Lu Zhao
Joint Coverage-Reliability for Budgeted Edge Application Deployment in Mobile Edge Computing Environment. 3760-3771 - Tian Wang
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit. 3772-3786 - Yamin Lei, Zhicheng Cai
State Space Model and Queuing Network Based Cloud Resource Provisioning for Meshed Web Systems. 3787-3799 - Vasilios I. Kelefouras
Design and Implementation of 2D Convolution on x86/x64 Processors. 3800-3815 - Ruitao Xie
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing. 3816-3832 - Jananie Jarachanthan, Li Chen
Astrea: Auto-Serverless Analytics Towards Cost-Efficiency and QoS-Awareness. 3833-3849 - Hao Dai
The State of the Art of Metadata Managements in Large-Scale Distributed File Systems - Scalability, Performance and Availability. 3850-3869 - Matthieu Nicolas
Efficient Renaming in Sequence CRDTs. 3870-3885 - Haiying Shen
A Resource-Efficient Predictive Resource Provisioning System in Cloud Systems. 3886-3900 - Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Cheng-Zhong Xu:
An In-Depth Study of Microservice Call Graph and Runtime Performance. 3901-3914 - Tao Li
SmartVM: A Smart Contract Virtual Machine for Fast On-Chain DNN Computations. 4100-4116 - Rui Li
Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management. 4581-4596 - Bo Yi
Fairness-Aware VNF Sharing and Rate Coordination for High Efficient Service Scheduling. 4597-4611 - Zhao-Wei Qiu, Kun-Sheng Liu
BARM: A Batch-Aware Resource Manager for Boosting Multiple Neural Networks Inference on GPUs With Memory Oversubscription. 4612-4624 - A-Long Jin
PS+: A Simple yet Effective Framework for Fast Training on Parameter Server. 4625-4637 - Qinlong Huang
A Parallel Secure Flow Control Framework for Private Data Sharing in Mobile Edge Cloud. 4638-4653 - Huaqing Tu
Tenant-Grained Request Scheduling in Software-Defined Cloud Computing. 4654-4671 - Gokul Madathupalyam Chinnappan
Theoretical Analysis of an Adaptive Periodic Multi Installment Scheduling With Result Retrieval for SAR Image Processing. 4672-4683 - Xiaoqing Liu
Robustness of Subsystem Reliability of $k$k-Ary $n$n-Cube Networks Under Probabilistic Fault Model. 4684-4693 - Xiaodong Yi
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion. 4694-4706 - Kexin Liu
PayDebt: Reduce Buffer Occupancy Under Bursty Traffic on Large Clusters. 4707-4722 - Jiaquan Gao
Parallel Dynamic Sparse Approximate Inverse Preconditioning Algorithm on GPU. 4723-4737 - Zhijun Ding
COIN: A Container Workload Prediction Model Focusing on Common and Individual Changes in Workloads. 4738-4751 - Xin Chen, Yingxiang Gao, Honghui Shang, Fang Li, Zhiqian Xu, Xin Liu, Dexun Chen:
Increasing the Efficiency of Massively Parallel Sparse Matrix-Matrix Multiplication in First-Principles Calculation on the New-Generation Sunway Supercomputer. 4752-4766 - Dewen Qiao
Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing. 4767-4782 - Chunjiang Che
A Decentralized Federated Learning Framework via Committee Mechanism With Convergence Guarantee. 4783-4800 - Libin Liu
ScaleFlux: Efficient Stateful Scaling in NFV. 4801-4817 - Jianyong Zhu
QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters. 4818-4834 - Chang Xu
TDFL: Truth Discovery Based Byzantine Robust Federated Learning. 4835-4848 - Chao Fu
LosaTM: A Hardware Transactional Memory Integrated With a Low-Overhead Scenario-Awareness Conflict Manager. 4849-4862 - Zhengjie Yang
Federated Learning With Nesterov Accelerated Gradient. 4863-4873 - Xuebing Li, Yang Chen
Artemis: A Latency-Oriented Naming and Routing System. 4874-4890 - Shaoxian Xu
Accelerating Backward Aggregation in GCN Training With Execution Path Preparing on GPUs. 4891-4902 - Yuping Fan
DRAS: Deep Reinforcement Learning for Cluster Scheduling in High Performance Computing. 4903-4917 - Penglai Cui, Heng Pan
Enabling In-Network Floating-Point Arithmetic for Efficient Computation Offloading. 4918-4934 - Xuedong Zhang
Co-Concurrency Mechanism for Multi-GPUs in Distributed Heterogeneous Environments. 4935-4947 - Zhuozhao Li
$f$funcX: Federated Function as a Service for Science. 4948-4963 - Xiang Fu
Votes-as-a-Proof (VaaP): Permissioned Blockchain Consensus Protocol Made Simple. 4964-4973 - Andrey A. Chusov
Outperforming Sequential Full-Word Long Addition With Parallelization and Vectorization. 4974-4985
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