The proceedings contain 72 papers. The topics discussed include: characterizing the performance of parallel applications on multi-socket virtual machines;cloudSpider: combining replication with scheduling for optimizi...
ISBN:
(纸本)9780769543956
The proceedings contain 72 papers. The topics discussed include: characterizing the performance of parallel applications on multi-socket virtual machines;cloudSpider: combining replication with scheduling for optimizing live migration of virtual machines across wide area networks;optimized management of power and performance for virtualized heterogeneous server clusters;small discrete Fourier transforms on GPU;a parallel rectangle intersection algorithm on GPU+CPU;GPGPU-accelerated parallel and fast simulation of thousand-core platforms;Cheetah: a framework for scalable hierarchical collective operations;enabling multi-physics coupled simulations within the PGAS programming framework;multiple services throughput optimization in a hierarchical middleware;on the performance variability of production cloud services;grid global behavior prediction;and a robust communication framework for parallel execution on volunteer PC grids.
The proceedings contain 84 papers. The topics discussed include: a network-aware scheduler in data-parallel clusters for high performance;bandwidth scheduling with flexible multi-paths in high-performance networks;mul...
ISBN:
(纸本)9781538658154
The proceedings contain 84 papers. The topics discussed include: a network-aware scheduler in data-parallel clusters for high performance;bandwidth scheduling with flexible multi-paths in high-performance networks;multi-level load balancing with an integrated runtime approach;enhancing efficiency of hybrid transactional memory via dynamic data partitioning schemes;uncertainty-aware elastic virtual machine scheduling for stream processing systems;adaptive energy-aware scheduling of dynamic event analytics across edge and cloud resources;achieving performance balance among spark frameworks with two-level schedulers;experimental study on the performance and resource utilization of data streaming frameworks;and towards resource and contract heterogeneity aware rescaling for cloud-hosted applications.
The proceedings contain 137 papers. The topics discussed include: design and implementation of portable and efficient non-blocking collective communication;productive parallel linear algebra programming with unstructu...
ISBN:
(纸本)9780769546919
The proceedings contain 137 papers. The topics discussed include: design and implementation of portable and efficient non-blocking collective communication;productive parallel linear algebra programming with unstructured topology adaption;user transparent data and task parallel multimedia computing with pyxis-DT;fine-grained access control in the chirp distributed file system;a map-reduce based framework for heterogeneous processing element cluster environments;workflow scheduling to minimize data movement using multi-constraint graph partitioning;decentralized orchestration of data-centric workflows using the object modeling system;evaluating dynamics and bottlenecks of memory collaboration in cluster systems;GPU performance enhancement via communication cost reduction: case studies of radix sort and WSN relay node placement problem;and client classification policies for SLA enforcement in shared cloud datacenters.
The proceedings contain 79 papers. The topics discussed include: on distributed collaboration for biomedical analyses;autotuning under tight budget constraints: a transparent design of experiments approach;efficient d...
ISBN:
(纸本)9781728109121
The proceedings contain 79 papers. The topics discussed include: on distributed collaboration for biomedical analyses;autotuning under tight budget constraints: a transparent design of experiments approach;efficient distributed range query processing in apache spark;multivariate LSTM-based location-aware workload prediction for edge data centers;visual performance analysis of memory behavior in a task-based runtime on hybrid platforms;one can only gain by replacing EASY backfilling: a simple scheduling policies case study;distributed MCMC inference in dirichlet process mixture models using Julia;and pattern mining from big IoT data with fog computing: models, issues, and research perspectives.
The proceedings contain 102 papers. The topics discussed include: exploiting per user information for supercomputing workload prediction requires care;building an elastic cloud out of small datacenters;simulating appl...
The proceedings contain 102 papers. The topics discussed include: exploiting per user information for supercomputing workload prediction requires care;building an elastic cloud out of small datacenters;simulating application workflows and services deployed on the European grid infrastructure;autoflex: service agnostic auto-scaling framework for IaaS deployment models;optimal cloud resource auto-scaling for web applications;cost-efficient virtual machine provisioning for multi-tier web applications and video transcoding;sesame: a user-transparent optimizing framework for many-core processors;reproducing network conditions for tests of large-scale distributed systems;fast wide area live migration with a low overhead through page cache teleportation;towards an optimized big data processing system;toward asynchronous and MPI-interoperable active message;and evaluation of inter- and intra-node data transfer efficiencies between GPU devices and their impact on scalable applications.
The proceedings contain 139 papers. The topics discussed include: efficient event correlation over distributed SystemsB;4CeeD: real-time data acquisition and analysis framework for material-related cyber-physical envi...
ISBN:
(纸本)9781509066100
The proceedings contain 139 papers. The topics discussed include: efficient event correlation over distributed SystemsB;4CeeD: real-time data acquisition and analysis framework for material-related cyber-physical environments;efficient cache update for in-memory clustercomputing with spark;optimal resource configuration of complex services in the cloud;modeling distributed platforms from application traces for realistic file transfer simulation;a comparison of reinforcement learning techniques for fuzzy cloud auto-scaling;fine-grained nested virtual machine performance analysis through first level hypervisor tracing;adaptive hybrid queue configuration for supercomputer systems;deploying high throughput scientific workflows on container schedulers with Makeflow and Mesos;a new on-line method for scheduling independent tasks;and multi-dimensional admission control and capacity planning for IaaS clouds with multiple service classes.
The proceedings contain 117 papers. The topics discussed include: a language support for cloud elasticity management;elastic MapReduce execution;JCatascopia: monitoring elastically adaptive applications in the cloud;t...
ISBN:
(纸本)9781479927838
The proceedings contain 117 papers. The topics discussed include: a language support for cloud elasticity management;elastic MapReduce execution;JCatascopia: monitoring elastically adaptive applications in the cloud;towards a collective layer in the big data stack;flexpath: type-based publish/subscribe system for large-scale science analytics;transparent in situ data transformations in ADIOS;a flexible framework for asynchronous in situ and in transit analytics for scientific simulations;iteration based collective I/O strategy for parallel I/O systems;efficiently handling skew in outer joins on distributed systems;A PGAS execution model for efficient stencil computation on many-core processors;a branch-and-bound algorithm for autonomic adaptation of multi-cloud applications;decentralized scheduling and load balancing for parallel programs;multi-objective scheduling for heterogeneous server systems with machine placement;PLAStiCC: predictive look-ahead scheduling for continuous dataflows on clouds;and link-heterogeneous work stealing.
The proceedings contain 13 papers. The topics discussed include: a novel PMU fog based early anomaly detection for an efficient wide area PMU network;data preservation through fog-to-cloud (F2C) data management in sma...
ISBN:
(纸本)9781538664889
The proceedings contain 13 papers. The topics discussed include: a novel PMU fog based early anomaly detection for an efficient wide area PMU network;data preservation through fog-to-cloud (F2C) data management in smart cities;edge enhanced deep learning system for large-scale video stream analytics;a novel forwarding policy under cloud radio access network with mobile edge computing architecture;synchronous scheduling algorithms for edge coordinated internet of things;adaptive nature-inspired fog architecture;an extension to IFOGSIM to enable data placement strategies;and towards lazy and locality-aware overlays for decentralized clouds.
The proceedings contain 100 papers. The topics discussed include: Tyrex: size-based resource allocation in MapReduce frameworks;demand-aware power management for power-constrained HPC systems;service level and perform...
ISBN:
(纸本)9781509024520
The proceedings contain 100 papers. The topics discussed include: Tyrex: size-based resource allocation in MapReduce frameworks;demand-aware power management for power-constrained HPC systems;service level and performance aware dynamic resource allocation in overbooked data centers;SHMEMPMI - shared memory based PMI for improved performance and scalability;DiBA: distributed power budget allocation for large-scale computingclusters;KOALA-F: a resource manager for scheduling frameworks in clusters;in-memory caching orchestration for Hadoop;increasing the performance of data centers by combining remote GPU virtualization with Slurm;CVSS: a cost-efficient and QoS-aware video streaming using cloud services;AMRZone: a runtime AMR data sharing framework for scientific applications;evaluation of in-situ analysis strategies at scale for power efficiency and scalability;a distributed system for storing and processing data from earth-observing satellites: system design and performance evaluation of the visualisation tool;and infrastructure cost comparison of running web applications in the cloud using AWS lambda and monolithic and microservice architectures.
The proceedings contain 165 papers. The topics discussed include: deferred lightweight indexing for log-structured key-value stores;dependable horizontal scaling based on probabilistic model checking;traffic-sensitive...
ISBN:
(纸本)9781479980062
The proceedings contain 165 papers. The topics discussed include: deferred lightweight indexing for log-structured key-value stores;dependable horizontal scaling based on probabilistic model checking;traffic-sensitive live migration of virtual machines;F/M-CIP: implementing flash memory cache using conservative insertion and promotion;triple-H: a hybrid approach to accelerate HDFS on HPC clusters with heterogeneous storage architecture;pioneer: a solution to parallel I/O workload characterization and generation;revisiting ILP designs for throughput-oriented GPGPU architecture;reconfigurations for processor arrays with faulty switches and links;network-constrained packing of brokered workloads in virtualized environments;partition-aware routing to improve network isolation in infiniband based multi-tenant clusters;discovering and leveraging content similarity to optimize collective on-demand data access to IaaS cloud storage;and predicting and mitigating jobs failures in big data clusters.
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