IEEE Transactions on Parallel & Distributed Systems https://www.computer.org/csdl/journal/td IEEE Transactions on Parallel and Distributed Systems (TPDS) is published monthly. The goal of TPDS is to publish a range of papers, comments on previously published papers, and survey articles that deal with the research areas of current importance to our readers. Current areas of particular interest include, but are not limited to the following: a) architectures: design, analysis, and implementation of multiple-processor systems (including multi-processors, multicomputers, and networks); impact of VLSI on system design; interprocessor communications; b) software: parallel languages and compilers; scheduling and task partitioning; databases, operating systems, and programming environments for multiple-processor systems; c) algorithms and applications: models of computation; analysis and design of parallel/distributed algorithms; application studies resulting in better multiple-processor systems; d) other issues: performance measurements, evaluation, modeling and simulation of multiple-processor systems; real-time, reliability and fault-tolerance issues; conversion of software from sequential-to-parallel forms. en-us https://s3.amazonaws.com/ieeecs.cdn.common/images/computer.org/CSLogo_dark.png IEEE Computer Society Digital Library List of 100 recently published journal articles. https://www.computer.org/csdl RedPanda: A Unified Compilation Framework for Dataflow-Based CGRAs and High-Level Synthesis https://www.computer.org/csdl/journal/td/2026/11/11651596/2iTyBzkzWkU 09/11/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3722842 A Bio-Inspired Hierarchical Federated Learning Framework With Joint Computing Communication Control Optimization for Green UAV Inspection https://www.computer.org/csdl/journal/td/2026/11/11659132/2j4PCJ5FZni 09/11/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3725247 ESR-HGNN: Eliminating Semantic Redundancy for Efficient Mini-Batch HGNN Inference https://www.computer.org/csdl/journal/td/2026/11/11660365/2j4PCCTl7fW 09/11/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3725697 Coping With Silent Errors for Workflows of Moldable Tasks https://www.computer.org/csdl/journal/td/2026/11/11667294/2jgNAhdoD84 09/11/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3727706 Collaborative Large Model Caching and Inference Offloading With Parameter Sharing in MEC https://www.computer.org/csdl/journal/td/2026/11/11672295/2jqKUazPDJC 10/01/2026 10:28 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3728847 Mix-or-Split: Latency-Aware Scheduling for Edge&#x2013;Cloud LLM Inference https://www.computer.org/csdl/journal/td/2026/11/11673206/2jp62FHORUs 09/22/2026 8:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3729256 Hydra-MCS: A Hybrid CPU-GPU Approach to Accelerate the Maximum Common Subgraph Computation https://www.computer.org/csdl/journal/td/2026/11/11673816/2jqKTZdSr9C 09/22/2026 8:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3729765 Innovative Node Autoscaling Mechanism in the Kubernetes Ecosystem https://www.computer.org/csdl/journal/td/2026/11/11684506/2jDGAdLwY7e 10/01/2026 10:28 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3732572 EcoxPU: Autonomous Multi-Agent Orchestration for Energy-Efficient Disaggregated LLM Inference on Heterogeneous xPUs https://www.computer.org/csdl/journal/td/2026/11/11684983/2jDGA1nI1gI 10/01/2026 5:11 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3732699 When Reinforcement Learning Meets Zero-Determinant: Social Welfare Control in Iterated Game Under Spatial Crowdsourcing https://www.computer.org/csdl/journal/td/2026/11/11686280/2kb39luEZq0 10/01/2026 10:28 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3733276 UltraGNN: A Sparse-Operator-Aware Framework for Accelerating Graph Neural Networks on Tensor Cores https://www.computer.org/csdl/journal/td/2026/11/11691052/2jNDOaqJBHa 10/02/2026 4:16 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3734005 When Server Joins INA: The Resource-Aware Repair Acceleration for Erasure-Coded Storage Systems https://www.computer.org/csdl/journal/td/2026/10/11569860/2hoBZfOZNcY 09/13/2026 11:17 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3704880 Spatio-Temporal Evolving Anomaly Detection Tool for Large-Scale Heterogeneous Programs Analysis https://www.computer.org/csdl/journal/td/2026/10/11602644/2hZ83Uo38ju 09/13/2026 11:17 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3711798 Compute Overlap Stall (COS): Predicting Performance of Power Management for Shared Memory Codes When Throttling Processors, Memory, and Thread Concurrency https://www.computer.org/csdl/journal/td/2026/10/11603999/2i0N1B7Hl60 09/13/2026 11:14 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3712610 gPooling: An Elastic GPU Resource Management Framework for On-Demand Virtualization in Shared Accelerator Clusters https://www.computer.org/csdl/journal/td/2026/10/11609288/2i7qmwBykko 09/13/2026 11:17 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3713365 Arcus: Fast and Reliable Function State I/O for Serverless Computing With Log-Cache Co-Design https://www.computer.org/csdl/journal/td/2026/10/11615154/2ij2FUHOlOM 09/13/2026 11:13 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3715670 Sparsity-Aware Fault Tolerance for Reliable CNN Inference on GPUs https://www.computer.org/csdl/journal/td/2026/10/11615156/2ij2G2HZbby 09/13/2026 11:15 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3715635 <inline-formula><tex-math notation="LaTeX">${\sf BandPilot}$</tex-math><alternatives><mml:math><mml:mi mathvariant="sans-serif">BandPilot</mml:mi></mml:math><inline-graphic xlink:href="tang-ieq1-3716225.gif"/></alternatives></inline-formula>: Toward Performance- and Contention-Aware GPU Dispatching in AI Clusters https://www.computer.org/csdl/journal/td/2026/10/11618938/2im14hUmqyI 09/13/2026 11:18 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3716225 Toward Resource-Efficient Billion-Scale SpGEMM on CPU-GPU Heterogeneous Server https://www.computer.org/csdl/journal/td/2026/10/11625998/2isEMGGuU2Q 09/13/2026 11:15 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3717284 <sc>SynergyScale</sc>: Optimizing Offloading and Task Partitioning for Efficient Model Training https://www.computer.org/csdl/journal/td/2026/10/11636265/2iECGTK7KRG 09/13/2026 11:16 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3719351 IFlux: Intent-Aware Storage Tiers &#x0026; Software Scheduling for HPC Systems https://www.computer.org/csdl/journal/td/2026/10/11641044/2iGhqvNaWOs 09/13/2026 11:15 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3720282 Taming Staleness in Asynchronous Federated Learning With System Heterogeneity https://www.computer.org/csdl/journal/td/2026/10/11659786/2j6urT98PRK 09/13/2026 11:16 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3725721 <italic>DataStates-LLM</italic>: Scalable Checkpointing for Transformer Models Using Composable State Providers https://www.computer.org/csdl/journal/td/2026/09/11523632/2gAOV3m5EGs 08/11/2026 11:37 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3694405 FlexiTensor: Adaptive Multi-Task Deployment of LLMs on Resource-Constrained Heterogeneous Edge Devices https://www.computer.org/csdl/journal/td/2026/09/11563740/2hliebo9yla 08/11/2026 11:42 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3703757 Malope: Memory-Aware and Locality-Preserved Graph Neural Network Training https://www.computer.org/csdl/journal/td/2026/09/11570070/2hqgXYu53ck 08/11/2026 11:40 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3705364 cuFastTucker-2L: A Two-Level Optimization Parallel Algorithm for Solving FastTucker Decomposition on GPU Platform https://www.computer.org/csdl/journal/td/2026/09/11574586/2hwUuje50li 08/11/2026 11:38 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3706077 Optimal Speculative Computation Strategies for Simulated Annealing in Simulation Optimisation https://www.computer.org/csdl/journal/td/2026/09/11575078/2hyA5bWQAeI 08/11/2026 11:41 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3706438 HARP: Heterogeneous Analog-Digital Resource-Aware Performance and Scheduling Framework for Transformer Acceleration https://www.computer.org/csdl/journal/td/2026/09/11576587/2hAesskJxcY 10/05/2026 7:24 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3706975 <italic>X-Bucket</italic>: A Family of Algorithms for Adaptive Resource Allocation in Dynamic Workflows https://www.computer.org/csdl/journal/td/2026/09/11578292/2hBTflLF1vO 08/11/2026 11:40 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3707191 Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems https://www.computer.org/csdl/journal/td/2026/09/11585718/2hIwSwQgQko 08/11/2026 11:37 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3708042 HIP-DFPT: Scalable Optimization of Irregular Workloads in Quantum Perturbation on GPU Clusters https://www.computer.org/csdl/journal/td/2026/09/11609746/2i7qmEnOOk0 08/11/2026 11:37 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3705623 Geo-Distributed Leader Management of Consensus Protocol: Modeling, Analysis, and Implementation https://www.computer.org/csdl/journal/td/2026/08/11515091/2gqRu48v0kw 07/19/2026 11:10 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3692348 OSLA: A High Performance One-Sided Linear Algebra Library on GPU Architectures https://www.computer.org/csdl/journal/td/2026/08/11516316/2gqRtXRkX04 07/19/2026 11:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3692274 Near-Data Compaction for LSM Tree on Rack-Scale Disaggregated Storage https://www.computer.org/csdl/journal/td/2026/08/11535025/2gM5PVvjGww 07/19/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3696772 Do Not Forget the Role of Address Mapping Policy in Achieving DRAM-Less SSD Performance https://www.computer.org/csdl/journal/td/2026/08/11535585/2gO6blZAXy8 07/19/2026 11:04 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3696709 ARGO+: Achieving Multi-Level Scalable GNN Training on Distributed Multi-Core Platform https://www.computer.org/csdl/journal/td/2026/08/11540390/2gT4Zaax61i 07/19/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3698481 Overpass Ledger: Full Parallelization and Fast Re-Execution for High-Performance https://www.computer.org/csdl/journal/td/2026/08/11552022/2h4I2oHVhKM 07/19/2026 11:00 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3700688 TACS: Decentralized Per-Task Micro-Slicing for Deadline-Aware Provisioning in Distributed Computing Continuum Systems https://www.computer.org/csdl/journal/td/2026/08/11552918/2h4I2vUZvCo 07/19/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3701061 STRATA2.0: A Serverless Middleware for Machine Learning Training https://www.computer.org/csdl/journal/td/2026/08/11557225/2hcZJWU4ZSo 07/19/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3702338 FZKP: Alleviating Dataflow Complexity to Exploit Fine-Grained Parallelism for ZKP Acceleration https://www.computer.org/csdl/journal/td/2026/08/11561104/2hfY7A4cOBy 07/19/2026 11:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3703056 P<sup>3</sup>Forecast: Personalized and Adaptive Cloud Workload Prediction via GAN-Based Federated Data Augmentation https://www.computer.org/csdl/journal/td/2026/08/11561545/2hfY7uvTnPi 07/19/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3703090 LHRS-LTW: A Load-Aware Hybrid-Cloud Resource Scheduling Framework for Large-Scale Training Workloads https://www.computer.org/csdl/journal/td/2026/08/11568741/2hmXHE0052M 07/19/2026 11:05 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3704297 <sc>FaaShare</sc>: Enabling Generic Low-Latency and SLO-Aware GPU Sharing in Serverless Computing https://www.computer.org/csdl/journal/td/2026/08/11568965/2hmXIeJV1Sw 07/19/2026 11:07 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3704608 MAX-SM: High-Utilization Dynamic SM Partitioning for Heterogeneous Workloads on Multitasking Chiplet-Based GPUs https://www.computer.org/csdl/journal/td/2026/08/11569358/2hoBZtinh0Q 07/19/2026 11:11 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3704709 SWGOMP: Extending OpenMP for Efficient Offloading on Sunway Heterogeneous Architecture https://www.computer.org/csdl/journal/td/2026/08/11569847/2hoBYXkNxYs 07/19/2026 11:01 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3704979 CAFT-RS: Fault-Tolerant Resource Sharing Protocols With Diverse Preemption Schemes https://www.computer.org/csdl/journal/td/2026/08/11570075/2hqgYacsz3q 07/19/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3705230 A Non-Intrusive Multi-Objective Task Scheduling Method for JointCloud Environment https://www.computer.org/csdl/journal/td/2026/07/11113330/28W8i8mSbvy 06/17/2026 12:34 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2025.3596012 <monospace><bold>Floe</bold></monospace>: Federated Specialization for Real-Time LLM&#x2013;SLM Inference https://www.computer.org/csdl/journal/td/2026/07/11397454/2e9QZ1WaO7m 06/17/2026 1:02 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3665358 Edge-End Heterogeneous Collaborative Learning by Prototype Selection and Edge Association https://www.computer.org/csdl/journal/td/2026/07/11457758/2fhuBcTFZcY 06/17/2026 12:19 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3678282 R2aft: A Speedy and Highly Available RDMA-Based Consensus Protocol https://www.computer.org/csdl/journal/td/2026/07/11474493/2fo8CaquzDi 06/17/2026 12:51 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3679987 TianheWare: Degree-Aware Sampling for Large-Scale Graph Learning https://www.computer.org/csdl/journal/td/2026/07/11475406/2fuMmUiM6w8 06/17/2026 12:44 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3681468 UpDown: A Supercomputer Co-Designed for Scalable Graph Processing https://www.computer.org/csdl/journal/td/2026/07/11475526/2fuMnqnrNO8 06/17/2026 12:59 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3681212 Decentralized Federated Learning With Period Gradient Tracking Over Time-Varying Networks https://www.computer.org/csdl/journal/td/2026/07/11488383/2fREZDShkPu 06/17/2026 12:49 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3685244 Toward Efficient LUT-Based PIM: A Scalable and Low-Power Approach for Modern Workloads https://www.computer.org/csdl/journal/td/2026/07/11489522/2fTjRseEvni 06/17/2026 12:33 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3686730 LIBPipe: Efficient Load Imbalance Pipeline Model Parallelism for Large Models Training https://www.computer.org/csdl/journal/td/2026/07/11493626/2fTjRBrtPX2 06/17/2026 12:59 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3686206 SpatialVec-DWP: A Dynamic Weighted Data Placement Strategy With Spatial Correlation Awareness for Edge-Cloud Latency and Cost Co-Optimization https://www.computer.org/csdl/journal/td/2026/07/11494275/2g1CrLtP2Vi 06/17/2026 12:46 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3687262 Enabling Client-Autonomous Training Optimizations for Efficient Federated Learning https://www.computer.org/csdl/journal/td/2026/07/11495266/2g3D5D2L7KU 06/17/2026 1:00 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3688096 WAPA: A Microarchitecture- and Workload-Agnostic Universal SMT Scheduler https://www.computer.org/csdl/journal/td/2026/07/11499417/2g6WPl0NLUs 06/17/2026 12:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3688931 TSUE+: An Efficient Update Framework With Swift Recycling Mechanism for Erasure-Coded Cluster File Systems https://www.computer.org/csdl/journal/td/2026/07/11503135/2gdAoGu1kcM 06/17/2026 12:58 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3689540 Exploiting Label-Aware Knowledge From Heterogeneous Clients for Hierarchical Federated Learning https://www.computer.org/csdl/journal/td/2026/07/11505787/2gdAoMWfJBK 06/17/2026 1:01 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3690206 Performance Bounds for Priority-Based Stochastic Coflow Scheduling https://www.computer.org/csdl/journal/td/2026/07/11509355/2ggMzkJag48 06/17/2026 1:02 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3690856 nnScaler-M: Constraint-Guided and Placement-Aware Parallelization Plan Generation for Deep Learning Training https://www.computer.org/csdl/journal/td/2026/07/11513008/2gkdZVNkfrG 06/17/2026 12:55 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3691363 A Rescheduling Mechanism for Cloud Data Centers Leveraging Dynamic Fault-Tolerant Classification https://www.computer.org/csdl/journal/td/2026/07/11517539/2gswtZh17dm 06/17/2026 1:00 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3690672 A Systematic Literature Review of Distributed Multi-Agent Task Allocation: Core Dimensions, Their Interrelationships, and a Repository https://www.computer.org/csdl/journal/td/2026/07/11523139/2gAOUQtkqEU 06/17/2026 12:32 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3694097 Adaptive Image Batching and Slicing in Edge Networks for Delay-Critical Small Object Detection https://www.computer.org/csdl/journal/td/2026/07/11523637/2gAOUXf9a2k 06/17/2026 12:40 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3694562 Totoro<sup>+</sup>: An Adaptive and Scalable Edge Federated Learning System https://www.computer.org/csdl/journal/td/2026/07/11535022/2gM5PPjgpxe 06/17/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3696917 UniOrch: A Unified Mixed Framework for High-Efficiency LLM Training on Heterogeneous AI Chips https://www.computer.org/csdl/journal/td/2026/06/11417315/2es71xguKYg 05/18/2026 5:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3668647 Applications and Challenges of Multi-Core Scheduling in Intelligent Automotive Systems https://www.computer.org/csdl/journal/td/2026/06/11419883/2eyKJrNMGkg 05/18/2026 5:18 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3670003 A Flexible Forwarding Scheme to Improve Latency-Bound Irregular P2P Communication in MPI https://www.computer.org/csdl/journal/td/2026/06/11421796/2eC4fbTjQ40 05/18/2026 5:21 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3669506 Enabling Streaming Analytics for Digital Twin Applications in Mobile Edge Computing Networks https://www.computer.org/csdl/journal/td/2026/06/11433820/2ePhlYeWQ7K 05/18/2026 5:13 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3673833 Performance-Aligned LLMs for Generating Fast HPC Code https://www.computer.org/csdl/journal/td/2026/06/11442899/2eXeqlSgCI0 05/18/2026 5:20 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3675550 MGroup: Multi-Instance Workload Prediction Approach Based on Group Behavior Perception https://www.computer.org/csdl/journal/td/2026/06/11455335/2f7x9enRDri 05/18/2026 5:22 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3677032 Communication-Partition Co-Optimization for Quantum Circuit Simulation on CPU+GPU Clusters https://www.computer.org/csdl/journal/td/2026/06/11457761/2fhuBqMjLAA 06/04/2026 8:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3678345 FedAOP: Attention-Guided One-Shot Federated Pruning for Heterogeneous Edge Clients https://www.computer.org/csdl/journal/td/2026/06/11458675/2fj9TqBJNm0 05/18/2026 5:17 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3678517 Improving the Restore Performance of Fine-Grained Deduplication on Docker Container Image Storage https://www.computer.org/csdl/journal/td/2026/06/11458742/2fj9Thyhe4o 05/18/2026 5:13 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3678624 Characterizing FaaS Workflows on Public Clouds: The Good, the Bad and the Ugly https://www.computer.org/csdl/journal/td/2026/06/11475208/2fuMnim8zV6 05/18/2026 5:18 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3678606 Optimal Partitioning of Square Computational Domains for Parallel Computing on Hybrid Servers With Heterogeneous Processors and Heterogeneous Communication Links https://www.computer.org/csdl/journal/td/2026/06/11478687/2fy5I07D7pu 05/18/2026 5:15 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3682580 Workload-Adapted Resource Allocation for LLM Distributed Serving in Serverless Clusters https://www.computer.org/csdl/journal/td/2026/06/11479931/2fEJF6ROVKU 06/05/2026 8:15 pm PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3683122 ViDA: Lossless VideoQA Acceleration via Selective Sparse Self-Speculation With Parallel Computational Load Management https://www.computer.org/csdl/journal/td/2026/06/11481626/2fHHzJQvJqo 05/18/2026 5:11 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3683867 Quantifying Performance Variability in GPU Clusters https://www.computer.org/csdl/journal/td/2026/06/11481967/2fHHzPybVuM 05/18/2026 5:17 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3684387 Bal-DGCN: A Hardware Acceleration Framework for Balanced Computational Efficiency in DGCNs https://www.computer.org/csdl/journal/td/2026/06/11488051/2fREZvHSWMo 05/18/2026 5:13 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3685513 Popularity Uncertainty-Aware Online Edge Data Migration https://www.computer.org/csdl/journal/td/2026/06/11488399/2fREZMKFy2A 05/18/2026 5:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPDS.2026.3682012 Practical Machine Learning Autotuning for Large-Scale Collective Communication 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