Algorithms and Architectures for Parallel Processing: 15th International Conference, ICA3PP 2015, Zhangjiajie, China, November 18-20, 2015, Proceedings, Part II

Front Matter....Pages I-LI
Front Matter....Pages 1-1
PAHDFS: Preference-Aware HDFS for Hybrid Storage....Pages 3-17
Urban Traffic Congestion Prediction Using Floating Car Trajectory Data....Pages 18-30
A Metadata Cooperative Caching Architecture Based on SSD and DRAM for File Systems....Pages 31-51
Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data....Pages 52-65
DBSCAN-M: An Intelligent Clustering Algorithm Based on Mutual Reinforcement....Pages 66-77
An Effective Method for Gender Classification with Convolutional Neural Networks....Pages 78-91
AQUAdex: A Highly Efficient Indexing and Retrieving Method for Astronomical Big Data of Time Series Images....Pages 92-105
SAKMA: Specialized FPGA-Based Accelerator Architecture for Data-Intensive K-Means Algorithms....Pages 106-119
HDCat: Effectively Identifying Hot Data in Large-Scale I/O Streams with Enhanced Temporal Locality....Pages 120-133
LuBase: A Search-Efficient Hybrid Storage System for Massive Text Data....Pages 134-148
Enhancing Parallel Data Loading for Large Scale Scientific Database....Pages 149-162
Tradeoff Between the Price of Distributing a Database and Its Collusion Resistance Based on Concatenated Codes....Pages 163-182
A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm....Pages 183-197
SHDC: A Fast Documents Classification Method Based on Simhash....Pages 198-212
Identification of Natural Images and Computer Generated Graphics Using Multi-fractal Differences of PRNU....Pages 213-226
Feature Selection Method Based on Feature’s Classification Bias and Performance....Pages 227-240
Enriching Document Representation with the Deviations of Word Co-occurrence Frequencies....Pages 241-254
Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents....Pages 255-268
A Novel APP Recommendation Method Based on SVD and Social Influence....Pages 269-281
SHB+-Tree: A Segmentation Hybrid Index Structure for Temporal Data....Pages 282-296
Front Matter....Pages 1-1
Fusion-Cache: A Refactored Content-Aware Host-Side SSD Cache....Pages 297-314
A Novel Storing and Accessing Method of Traffic Incident Video Based on Spatial-Temporal Analysis....Pages 315-329
Arbitrary-Length Jacket-Haar Transforms....Pages 330-343
Circulant Euler-Jacket Transform and Its Applications Based on Fast Algorithm....Pages 344-356
Front Matter....Pages 357-357
Deadline-Oriented Task Scheduling for MapReduce Environments....Pages 359-372
Bitwise Data Parallelism with LLVM: The ICgrep Case Study....Pages 373-387
Parallel Bloom Filter on Xeon Phi Many-Core Processors....Pages 388-405
A List Scheduling Algorithm for DAG-Based Parallel Computing Models....Pages 406-419
One-to-One Disjoint Path Covers on Mesh....Pages 420-433
Parallel Computing Method for HRV Time-Domain Based on GPU....Pages 434-443
Accelerated Steiner Tree Problem Solving on GPU with CUDA....Pages 444-457
Self-Timed Periodic Scheduling of Data-Dependent Tasks in Embedded Streaming Applications....Pages 458-478
A Novel Concurrent Generalized Deadlock Detection Algorithm in Distributed Systems....Pages 479-493
BiTEM: A Two-Tier Energy Efficient Resource Management Framework for Real-Time Tasks in Clusters....Pages 494-508
Multitask Oriented GPU Resource Sharing and Virtualization in Cloud Environment....Pages 509-524
Solving Large Graph Problems in MapReduce-Like Frameworks via Optimized Parameter Configuration....Pages 525-539
A Dynamic Extension and Data Migration Method Based on PVFS....Pages 540-552
Fast 3-Point Correlation Function Approximation on GPU....Pages 553-566
Efficient Scheduling with Intensive In-Memory File Accesses Considering Bandwidth Constraint on Memory Bus....Pages 567-580
GPU-Accelerated Algorithm for Fast Computation of Biomolecular Isotopic Envelopes....Pages 581-591
Front Matter....Pages 357-357
Cost-Efficient and Scalable Multicast Tree in Software Defined Networking....Pages 592-605
Parallel Data Regeneration Based on Multiple Trees with Network Coding in Distributed Storage System....Pages 606-620
Maximize Throughput Scheduling and Cost-Fairness Optimization for Multiple DAGs with Deadline Constraint....Pages 621-634
Unified Multi-constraint and Multi-objective Workflow Scheduling for Cloud System....Pages 635-650
Bi-objective Optimization Genetic Algorithm of the Energy Consumption and Reliability for Workflow Applications in Heterogeneous Computing Systems....Pages 651-664
PE-TLD: Parallel Extended Tracking-Learning-Detection for Multi-target Tracking....Pages 665-677
Partitioning of Hypergraph Modeled Complex Networks Based on Information Entropy....Pages 678-690
Improving Performance of Floating Point Division on GPU and MIC....Pages 691-703
UniDegree: A GPU-Based Graph Representation for SSSP....Pages 704-715
MTTF-Aware Reliability Task Scheduling for Heterogeneous Multicore System....Pages 716-727
Back Matter....Pages 729-737