Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover...
Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover art, table of contents, copyright statements, title-page or half title-pages, blank pages, venue maps or other general information relating to the conference that was part of the original conference proceedings.
The following topics are dealt with: parallel processing of database operations;parallel machines;parallel joins;parallel algorithms;distributedsystems;and distributed query processing.
ISBN:
(纸本)0818620528
The following topics are dealt with: parallel processing of database operations;parallel machines;parallel joins;parallel algorithms;distributedsystems;and distributed query processing.
Online GNN inference has been widely explored by applications such as online recommendation and financial fraud detection systems, where even minor delays can result in significant financial impact. Real-time dynamic ...
详细信息
ISBN:
(纸本)9798400714436
Online GNN inference has been widely explored by applications such as online recommendation and financial fraud detection systems, where even minor delays can result in significant financial impact. Real-time dynamic graph sampling enables online GNN inference to reflect the latest graph updates in real-world graphs. However, online GNN inference typically demands millisecond-level latency Service Level Objectives (SLOs) as its performance guarantees, which poses great challenges for existing dynamic graph sampling approaches based on graph databases. The issues mainly arise from two aspects: long tail latency due to imbalanced data-dependent sampling and large communication overhead incurred by distributed sampling. To address these issues, we propose Helios, an efficient distributed dynamic graph sampling service to meet the stringent latency SLOs. The key ideas of Helios are 1) pre-sampling the dynamic graph in an event-driven approach, and 2) maintaining a query-aware sample cache to build the complete K-hop sampling results locally for inference requests. Experiments on multiple datasets show that Helios achieves up to 67x higher serving throughput and up to 32x lower P99 query latency compared to baselines.
The proceedings contain 3 papers. The topics discussed include: mapping parallel matrix multiplication in GotoBLAS2 to the AMD versal ACAP for deep learning;exploring post quantum cryptography with quantum key distrib...
ISBN:
(纸本)9798400706448
The proceedings contain 3 papers. The topics discussed include: mapping parallel matrix multiplication in GotoBLAS2 to the AMD versal ACAP for deep learning;exploring post quantum cryptography with quantum key distribution for sustainable mobile network architecture design;and energy efficiency: a lattice Boltzmann study.
The proceedings contain 35 papers. The topics discussed include: affordable HPC: leveraging small clusters for big data and graph computing;systematic literature review of VANET simulators: comparative analysis, techn...
ISBN:
(纸本)9798350349658
The proceedings contain 35 papers. The topics discussed include: affordable HPC: leveraging small clusters for big data and graph computing;systematic literature review of VANET simulators: comparative analysis, technological advancements, and research challenges;parallel swarm propagation for neural networks;implementing censorship-resistant trusted email using blockchain technology;new parallel order maintenance data structure;an optimization method for national cryptography algorithm;interactive data visualization to optimize decision-making process;the influence of implementing enterprise resource planning (ERP), human capital management (HCM), and supply chain management (SCM) to enhance company’s performance effectiveness;and research on user identity authentication method based on edge computing.
The proceedings contain 22 papers. The topics discussed include: Symphony: a Java-based composition and manipulation framework for distributed legacy resources;multithreaded dependence graphs for concurrent Java progr...
ISBN:
(纸本)0769501915
The proceedings contain 22 papers. The topics discussed include: Symphony: a Java-based composition and manipulation framework for distributed legacy resources;multithreaded dependence graphs for concurrent Java programs;state-based reproducible testing for CORBA applications;specifying and analyzing distributed object-oriented systems;channel dependence analysis for slicing Promela;deadlock analysis of synchronous message-passing programs;testing of concurrent programs based on message sequence charts;systematic debugging of parallel programs based on collective breakpoints;automated test sequence generation using sequencing constraints for concurrent programs;specification and modeling of flexible manufacturing systems using behaviors and Petri nets building blocks;evaluation of a methodology for the reverse engineering and parallelization of sequential code;component-based development and verification of safety critical software for a brake-by-wire system with synchronous software components;parallel object server as a data repository for CASE tools;web-based tool support for dynamic management of distribution and parallelism in integrating architecture design and performance evaluation;distributed airport simulation using CORBA and DIS;an architecture for a distributed system for product engineering lifecycle support;data interoperability via surrogate API libraries;and specification and simulation of a concurrent real-time system.
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 11 papers. The topics discussed include: reproducible testing of distributed software with middleware virtualization and simulation;dynamic testing of flow graph based parallel applications;sch...
ISBN:
(纸本)9781605580524
The proceedings contain 11 papers. The topics discussed include: reproducible testing of distributed software with middleware virtualization and simulation;dynamic testing of flow graph based parallel applications;scheduling considerations for building dynamic verification tools for MPI;memory tagging in Charm++;support for symmetric shadow memory in multiprocessors;on-the-fly race detection in multi-threaded programs;AtomRace: data race and atomicity violation detector and healer;towards a better collaboration of static and dynamic analyses for testing concurrent programs;software development tools for multi-core/parallel programming;systematic concurrency testing using CHESS;and pitfalls in teaching development and testing of concurrent programs and how to overcome them.
The proceedings contain 3 papers. The topics discussed include: ECO-LLM: LLM-based edge cloud optimization;toward using representation learning for cloud resource usage forecasting;and MPIrigen: MPI code generation th...
ISBN:
(纸本)9798400706523
The proceedings contain 3 papers. The topics discussed include: ECO-LLM: LLM-based edge cloud optimization;toward using representation learning for cloud resource usage forecasting;and MPIrigen: MPI code generation through domain-specific language models.
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