Workflow System Performance Improving and Analyzing by Using Memory Cache

被引:0
|
作者
Xu, Yusheng [1 ]
An, Hongxin [1 ]
Xu, Qunce [1 ]
机构
[1] Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou 730000, Gansu, Peoples R China
关键词
workflow; workflow optimization; workflow performance; workflow active instance cache; workflow overhead; business workflow; scientific workflow;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Workflow techniques may be broadly used in business processing and scientific computing and thus focused research interest over the last decade. The performance of workflow applications mainly depend upon task scheduling strategies in workflow engine. In this paper, a novel active workflow instance memory cache (WfIC) architecture is proposed, which is used for improving workflow system performance. By caching active workflow instances in main memory, instance database IO operations are pruned during task scheduling and processing. Additionally, theory analysis shows that WfIC can effectively improve the performance of workflow systems. Also, theory analysis gives an instruction on how to configure the instance cache and the lower/upper limit of the instance executing time.
引用
收藏
页码:229 / 234
页数:6
相关论文
共 50 条
  • [1] Improving the Representativeness of Simulation Intervals for the Cache Memory System
    Bueno, Nicolas
    Castro, Fernando
    Pinuel, Luis
    Gomez-Perez, Jose I.
    Catthoor, Francky
    IEEE ACCESS, 2024, 12 : 5973 - 5985
  • [2] Improving Cache Memory Utilization
    Serhan, Sami I.
    Abdel-Haq, Hamed M.
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 20, 2007, 20 : 299 - 304
  • [3] Compression-based program characterization for improving cache memory performance
    Phalke, V
    Gopinath, B
    IEEE TRANSACTIONS ON COMPUTERS, 1997, 46 (11) : 1174 - 1186
  • [4] Compression-based program characterization for improving cache memory performance
    Phalke, Vidyadhar
    Gopinath, B.
    IEEE Transactions on Computers, 1997, 11 : 1174 - 1186
  • [5] Improving RAID Performance Using an Endurable SSD Cache
    Li, Chu
    Feng, Dan
    Hua, Yu
    Wang, Fang
    PROCEEDINGS 45TH INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING - ICPP 2016, 2016, : 396 - 405
  • [6] On using cache conscious clustering for improving OODBMS performance
    He, Zhen
    Lai, Richard
    Marquez, Alonso
    INFORMATION AND SOFTWARE TECHNOLOGY, 2006, 48 (11) : 1073 - 1082
  • [7] IMPROVING THE CACHE LOCALITY OF MEMORY ALLOCATION
    GRUNWALD, D
    ZORN, B
    HENDERSON, R
    SIGPLAN NOTICES, 1993, 28 (06): : 177 - 186
  • [8] Analyzing Data Reference Characteristics of Deep Learning Workloads for Improving Buffer Cache Performance
    Lee, Jeongha
    Bahn, Hyokyung
    APPLIED SCIENCES-BASEL, 2023, 13 (22):
  • [9] Analyzing cache performance for video servers
    Kim, SE
    Sivasubramaniam, A
    Das, CR
    PROCEEDINGS OF THE 1998 ICPP WORKSHOPS ON ARCHITECTURAL AND OS SUPPORT FOR MULTIMEDIA APPLICATIONS - FLEXIBLE COMMUNICATION SYSTEMS - WIRELESS NETWORKS AND MOBILE COMPUTING, 1998, : 38 - 47
  • [10] Analyzing performance of cache server hierarchies
    Meira, W
    Fonseca, E
    Murta, C
    Almeida, V
    SCCC'98 - XVIII INTERNATIONAL CONFERENCE OF THE CHILEAN SOCIETY OF COMPUTER SCIENCE, PROCEEDINGS, 1998, : 113 - 121