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M-DRL: Deep Reinforcement Learning Based Coflow Traffic Scheduler with MLFQ Threshold Adaption

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021; 49 (5)

The coflow scheduling in data-parallel clusters can improve application-level communication performance. The existing coflow scheduling method without......

Fault-Tolerant and Unicast Performances of the Data Center Network HSDC

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021; 49 (5)

In order to satisfy the rapidly increasing demand for data volume, large data center networks (DCNs) have been proposed. In 2019, Zhang et al. propose......

Accelerating DES and AES Algorithms for a Heterogeneous Many-core Processor

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021; 49 (3)

Data security is the focus of information security. As a primary method, file encryption is adopted for ensuring data security. Encryption algorithms ......

CCRP: Converging Credit-Based and Reactive Protocols in Datacenters

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021; 49 (5)

As the link speed has grown steadily from 10 Gbps to 100 Gbps, high-speed data center networks (DCNs) require more efficient congestion management. Th......

Location-based and Time-aware Service Recommendation in Mobile Edge Computing

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021; 49 (5)

With the rapid development of Internet of Things, mobile edge computing which provides physical resources closer to end users has gained considerable ......

A Configurable Hardware Architecture for Runtime Application of Network Calculus

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021; 49 (5)

Network Calculus has been a foundational theory for analyzing and ensuring Quality-of-Service (QoS) in a variety of networks including Networks on Chi......

A Map-Reduce Approach for the Dijkstra Algorithm in SDN Over Osmotic Computing Systems

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, ; ()

Osmotic Computing represents a glue solution able to manage the deployment and orchestration of interconnected microelements across heterogeneous phys......

RDMA-Based Apache Storm for High-Performance Stream Data Processing

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, ; ()

Apache Storm is a scalable fault-tolerant distributed real time stream-processing framework widely used in big data applications. For distributed data......

High-performance Migration Tool for Live Container in a Workflow

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, ; ()

As a lightweight virtualization solution, container technology can provide resource-limiting capabilities and can run multiple isolated process sets u......

Compiler-assisted Operator Template Library for DNN Accelerators

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, ; ()

Despite many dedicated accelerators are gaining popularity for their performance and energy efficiency in the deep neural network (DNN) domain, high-l......

Segmented Merge: A New Primitive for Parallel Sparse Matrix Computations

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, ; ()

Segmented operations, such as segmented sum, segmented scan and segmented sort, are important building blocks for parallel irregular algorithms. We in......

Message Passing Optimization in Robot Operating System

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020; 48 (1)

With the development of deep learning, autonomous robot systems grow rapidly and require better performance. Robot Operating System 2 (ROS2) has been ......

CSMqGraph: Coarse-Grained and Multi-external-storage Multi-queue I/O Management for Graph Computing

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020; 48 (1)

As graphs continue growing, external storage graph processing systems serve as a promising alternative to distributed in-memory solutions for low cost......

Characterizing Scalability of Sparse Matrix-Vector Multiplications on Phytium FT-2000+

期刊: INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020; 48 (1)

Understanding the scalability of parallel programs is crucial for software optimization and hardware architecture design. As HPC hardware is moving to......

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