142 lines
5.3 KiB
YAML
142 lines
5.3 KiB
YAML
venue: IPDPS
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year: 2024
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papers:
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- title: 'Low-Depth Spatial Tree Algorithms'
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authors:
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- Yves Baumann
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- Tal Ben-Nun
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- Maciej Besta
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- Lukas Gianinazzi
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- Torsten Hoefler
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- Piotr Luczynski
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reason: "Introduces parallel spatial-tree algorithms with provably low depth, advancing the theory of work-efficient parallel data structures for geometric workloads."
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- title: 'Alternative Basis Matrix Multiplication is Fast and Stable'
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authors:
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- Oded Schwartz
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- Sivan Toledo
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- Noa Vaknin
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- Gal Wiernik
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reason: "Demonstrates that alternative-basis matrix multiplication achieves both practical speed and numerical stability, challenging the conventional trade-off between the two."
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- title: 'Wait-free Trees with Asymptotically-Efficient Range Queries'
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authors:
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- Ilya Kokorin
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- Victor Yudov
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- Vitaly Aksenov
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- Dan Alistarh
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reason: "Presents the first wait-free balanced search tree supporting asymptotically optimal range queries, a long-standing open problem in concurrent data structures."
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- title: 'Parallel Derandomization for Coloring'
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authors:
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- Sam Coy
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- Artur Czumaj
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- Peter Davies-Peck
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- Gopinath Mishra
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reason: "Develops deterministic parallel graph-coloring algorithms via derandomization, closing a key gap between randomized and deterministic complexity in this foundational problem."
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- title: 'HINT: Designing Cache-Efficient MPI_Alltoall using Hybrid Memory Copy Ordering and Non-Temporal Instructions'
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authors:
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- Bharath Ramesh 0005
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- Nick Contini
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- Nawras Alnaasan
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- Kaushik Kandadi Suresh
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- Mustafa Abduljabbar
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- Aamir Shafi
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- Hari Subramoni
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- Dhabaleswar K. D. K. Panda
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reason: "Achieves substantial MPI_Alltoall bandwidth improvements by combining cache-aware copy ordering with non-temporal store instructions, directly benefiting large-scale collective communication."
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- title: 'An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression'
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authors:
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- Jiajun Huang 0001
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- Sheng Di
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- Xiaodong Yu 0001
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- Yujia Zhai
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- Zhaorui Zhang
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- Jinyang Liu 0003
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- Xiaoyi Lu 0001
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- Ken Raffenetti
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- Hui Zhou 0012
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- Kai Zhao 0008
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- Zizhong Chen
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- Franck Cappello
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- Yanfei Guo
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- Rajeev Thakur
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reason: "Integrates error-bounded lossy compression directly into MPI collectives, reducing communication volume with provable accuracy guarantees for HPC scientific applications."
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- title: 'Software Resource Disaggregation for HPC with Serverless Computing'
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authors:
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- Marcin Copik
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- Marcin Chrapek
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- Larissa Schmid
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- Alexandru Calotoiu
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- Torsten Hoefler
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reason: "Shows that serverless computing can serve as a practical resource-disaggregation layer for HPC, enabling fine-grained elasticity without sacrificing performance."
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- title: 'Tackling Cold Start in Serverless Computing with Multi-Level Container Reuse'
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authors:
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- Amelie Chi Zhou
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- Rongzheng Huang
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- Zhoubin Ke
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- Yusen Li
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- Yi Wang 0003
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- Rui Mao 0001
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reason: "Proposes a multi-level container-reuse strategy that significantly reduces cold-start latency in serverless platforms, addressing one of the main performance bottlenecks."
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- title: 'LightDAG: A Low-latency DAG-based BFT Consensus through Lightweight Broadcast'
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authors:
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- Xiaohai Dai
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- Guanxiong Wang
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- Jiang Xiao 0001
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- Zhengxuan Guo
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- Rui Hao
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- Xia Xie 0003
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- Hai Jin 0001
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reason: "Redesigns DAG-based Byzantine fault-tolerant consensus to use lightweight broadcast, cutting latency while preserving safety and liveness in distributed systems."
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- title: 'Benchmarking and Dissecting the Nvidia Hopper GPU Architecture'
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authors:
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- Weile Luo
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- Ruibo Fan
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- Zeyu Li
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- Dayou Du
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- Qiang Wang 0022
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- Xiaowen Chu 0001
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reason: "Provides the first systematic microbenchmark characterization of Hopper's new hardware features (TMA, warpgroup MMA, NVLink-4), yielding actionable insights for kernel developers."
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- title: 'DEFCON: Deformable Convolutions Leveraging Interval Search and GPU Texture Hardware'
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authors:
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- Malith Jayaweera
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- Yanyu Li
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- Yanzhi Wang 0001
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- Bin Ren 0002
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- David R. Kaeli
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reason: "Exploits GPU texture-cache hardware to accelerate deformable convolutions, delivering significant speedups over cuDNN-based baselines for irregular memory-access patterns."
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- title: 'nOS-V: Co-Executing HPC Applications Using System-Wide Task Scheduling'
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authors:
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- David Álvarez 0006
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- Kevin Sala
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- Vicenç Beltran 0001
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reason: "Introduces a system-wide task scheduler that safely co-executes multiple HPC applications on shared hardware, improving cluster utilization without modifying application code."
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- title: 'Hadar: Heterogeneity-Aware Optimization-Based Online Scheduling for Deep Learning Cluster'
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authors:
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- Abeda Sultana
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- Fei Xu
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- Xu Yuan 0001
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- Li Chen 0019
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- Nian-Feng Tzeng
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reason: "Formulates deep-learning cluster scheduling as an online optimization problem that explicitly accounts for GPU heterogeneity, reducing job completion times and improving fairness."
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- title: 'A Parallel Partial Merge Repair Algorithm for Multi-block Failures for Erasure Storage Systems'
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authors:
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- Shuaipeng Zhang
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- Shiyi Li
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- Chentao Wu
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- Ruobin Wu
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- Saiqin Long
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- Wen Xia
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reason: "Presents a parallel repair algorithm for simultaneous multi-block erasure failures that outperforms sequential recovery while reducing I/O and computational overhead."
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