The proceedings contain 202 papers. The topics discussed include: multi-relational graph convolutional networks for skeleton-based action recognition;identifying the right person in social networks with double metapho...
ISBN:
(纸本)9781665414852
The proceedings contain 202 papers. The topics discussed include: multi-relational graph convolutional networks for skeleton-based action recognition;identifying the right person in social networks with double metaphone codes;a novel strong cache consistency mechanism in ICN based on role division and lease model;demystifying the largest live game streaming platform via black-box measurement;framework-agnostic optimization of repeated skewed joins at massive scale;remote procedure call optimization of big data systems based on data awareness;MCSEC: secure coded matrix multiplication scheme for edge computing with minimum communication cost;low-rate DoS attack detection based on WPD-EE algorithm;user identity linkage across location-based social networks with spatio-temporal check-in patterns;optimizing 3-D placement of multiple UAVs based on Taguchi’s method;and feature envy detection based on Bi-LSTM with self-attention mechanism.
The proceedings contain 30 papers. The topics discussed include: taming massive distributed datasets: data sampling using bitmap indices;MTC envelope: defining the capability of large scale computers in the context of...
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ISBN:
(纸本)9781450319102
The proceedings contain 30 papers. The topics discussed include: taming massive distributed datasets: data sampling using bitmap indices;MTC envelope: defining the capability of large scale computers in the context of parallel scripting applications;virtual TCP offload: optimizing Ethernet overlay performance on advanced interconnects;scalanytics: a declarative multi-core platform for scalable composable traffic analytics;NUMA-aware shared-memory collective communication for MPI;ACIC: automatic cloud I/O configurator for parallel applications;orthrus: a framework for implementing high-performance collective I/O in the multicore clusters;supporting parallel soft real-time applications in virtualized environment;building and scaling virtual clusters with residual resources from interactive clouds;and SCDA: SLA-aware cloud datacenter architecture for efficient content storage and retrieval.
The proceedings contain 30 papers. The topics discussed include: uni-address threads: scalable thread management for RDMA-based work stealing;a multiplatform study of I/O behavior on petascale supercomputers;CAST: tie...
ISBN:
(纸本)9781450335508
The proceedings contain 30 papers. The topics discussed include: uni-address threads: scalable thread management for RDMA-based work stealing;a multiplatform study of I/O behavior on petascale supercomputers;CAST: tiering storage for data analytics in the cloud;HPC system lifetime story: workload characterization and evolutionary analyses on NERSC systems;automated characterization of parallel application communication patterns;cache line aware optimizations for ccNUMA systems;XEMEM: efficient shared memory for composed applications on multi-OS/R Exascale systems;high impact computing: computing for science and the science of computing;practical resource management in power-constrained, high performance computing;optimizing grouped aggregation in geo-distributed streaming analytics;POW: system-wide dynamic reallocation of limited power in HPC;accelerating irregular computations with hardware transactional memory and active messages;fast iterative graph computation with resource aware graph parallel abstractions;bidding for highly available services with low price in spot instance market;cutting the cost of hosting online services using cloud spot markets;and towards scalable distributed workload manager with monitoring-based weakly consistent resource stealing.
The proceedings contain 161 papers. The topics discussed include: deep learning for phishing detection;a partition matching method for optimal attack path analysis;an energy and robustness adjustable optimization meth...
ISBN:
(纸本)9781728111414
The proceedings contain 161 papers. The topics discussed include: deep learning for phishing detection;a partition matching method for optimal attack path analysis;an energy and robustness adjustable optimization method of file distribution services;deriving the political affinity of twitter users from their followers;on the usability of big (social) data;re-running large-scale parallel programs using two nodes;predicting hacker adoption on darkweb forums using sequential rule mining;an on-the-fly scheduling strategy for distributed stream processing platform;deadlock-free adaptive routing based on the repetitive turn model for 3D network-on-chip;and radix: enabling high-throughput georeferencing for phenotype monitoring over voluminous observational data.
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU me...
ISBN:
(纸本)9798400706424
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU memory utilization for hybrid CPU-GPU offloaded optimizers;high-throughput computing: case study of medical image processing applications;GWLZ: a group-wise learning-based lossy compression framework for scientific data;towards efficient learning on the computing continuum: advancing dynamic adaptation of federated learning;and Hydra: brokering cloud and HPC resources to support the execution of heterogeneous workloads at scale.
The proceedings contain 34 papers. The topics discussed include: Snapify: capturing snapshots of offload applications on Xeon Phi Manycore processors;transparent checkpoint-restart over infiniband;ConCORD easily explo...
ISBN:
(纸本)9781450327480
The proceedings contain 34 papers. The topics discussed include: Snapify: capturing snapshots of offload applications on Xeon Phi Manycore processors;transparent checkpoint-restart over infiniband;ConCORD easily exploiting memory content redundancy through the content-aware service command;FT-ScaLAPACK: correcting soft errors on-line for ScaLAPACK Cholesky, QR, and LU factorization routines;CMCP: a novel page replacement policy for system level hierarchical memory management on many-cores;TOP-PIM: throughput-oriented programmable processing in memory;improving energy efficiency of embedded DRAM caches for high-end computing systems;OpenARC: open accelerator research compiler for directive-based, efficient heterogeneous computing;MIC-Check: a distributed checkpointing framework for the Intel many integrated cores architecture;efficient task placement and routing of nearest neighbor exchanges in dragonfly networks;and design and evaluation of the GeMTC framework for GPU-enabled many-task computing.
The proceedings contain 3 papers. The topics discussed include: a design framework for the simulation of distributed quantum computing;quantum mini-apps: a framework for developing and benchmarking quantum-HPC applica...
ISBN:
(纸本)9798400706431
The proceedings contain 3 papers. The topics discussed include: a design framework for the simulation of distributed quantum computing;quantum mini-apps: a framework for developing and benchmarking quantum-HPC applications;and demystifying HPC-quantum integration: it’s all about scheduling.
The proceedings contain 19 papers. The topics discussed include: enabling workflow-aware scheduling on HPC systems;parallel stream processing against workload skewness and variance;NICE: network-integrated cluster-eff...
ISBN:
(纸本)9781450346993
The proceedings contain 19 papers. The topics discussed include: enabling workflow-aware scheduling on HPC systems;parallel stream processing against workload skewness and variance;NICE: network-integrated cluster-efficient storage;MaDaTS: managing data on tiered storage for scientific workflows;ArrayUDF: user-defined scientific data analysis on arrays;knor: a NUMA-optimized in-memory, distributed and semi-external-memory k-means library;to push or to pull: on reducing communication and synchronization in graph computations;better safe than sorry: grappling with failures of in-memory data analytics frameworks;LetGo: a lightweight continuous framework for HPC applications under failures;towards a more complete understanding of SDC propagation;COS: a parallel performance model for dynamic variations in processor speed, memory speed, and thread concurrency;explaining wide area data transfer performance;predicting output performance of a petascale supercomputer;TCP throughput profiles using measurements over dedicated connections;IOGP: an incremental online graph partitioning algorithm for distributed graph databases;and machine and application aware partitioning for adaptive mesh refinement applications.
The proceedings contain 5 papers. The topics discussed include: parallel and distributed frugal tracking of a quantile;defining the boundaries for endpoint congestion management in networks for high-performance comput...
ISBN:
(纸本)9798400706486
The proceedings contain 5 papers. The topics discussed include: parallel and distributed frugal tracking of a quantile;defining the boundaries for endpoint congestion management in networks for high-performance computing;accelerating application bulk synchronous writes in HPC environments;flying base station channel capacity;and eGossip: optimizing resource utilization in gossip-based clusters through eBPF.
The proceedings contain 28 papers. The topics discussed include: routing on the dependency graph: a new approach to deadlock-free high-performance routing;towards practical algorithm based fault tolerance in dense lin...
ISBN:
(纸本)9781450343145
The proceedings contain 28 papers. The topics discussed include: routing on the dependency graph: a new approach to deadlock-free high-performance routing;towards practical algorithm based fault tolerance in dense linear algebra;new-sum: a novel online ABFT scheme for general iterative methods;SDS-Sort: scalable dynamic skew-aware parallel sorting;SWAT: a programmable, in-memory, distributed, high-performance computing platform;consecutive job submission behavior at Mira supercomputer;with extreme scale computing the rules have changed;NVL-C: static analysis techniques for efficient, correct programming of non-volatile main memory systems;algorithm-directed data placement in explicitly managed non-volatile memory;self-configuring software-defined overlay bypass for seamless inter- and intra-cloud virtual networking;Wiera: towards flexible multi-tiered geo-distributed cloud storage instances;IMPACC: a tightly integrated MPI+OpenACC framework exploiting shared memory parallelism;faster and cheaper: parallelizing large-scale matrix factorization on GPUs;implications of heterogeneous memories in next generation server systems;DD-Graph: a highly cost-effective distributed disk-based graph-processing framework;evaluation of pattern matching workloads in graph analysis systems;and BAShuffler: maximizing network bandwidth utilization in the shuffle of YARN.
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