Data-Aware Application Placement and Management in the Cloud-IoT Continuum

被引:0
|
作者
Massa, Jacopo [1 ]
机构
[1] Univ Pisa, Dept Comp Sci, Pisa, Italy
关键词
Data-awareness; Application management; Cloud-IoT; EDGE;
D O I
10.1007/978-3-031-26507-5_24
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the widespread adoption of the Internet of Things (IoT), billions of devices are now connected to the Internet and can reach computing facilities along the Cloud-IoT continuum to process the data they produce. This has led to a dramatic increase in the amount of deployed IoT-based applications as well as the data they need to crunch. Those applications often have Quality of Service (QoS) requirements to be met by determining suitable placements for all services they are made of and all data they manage, as well as software-defined routings across the IoT and all different application components. In this context, we aim at supporting the QoS- and data-aware placement as well as management of multi-service applications onto Cloud-IoT resources. We describe our main objectives and discuss some preliminary results of our research.
引用
收藏
页码:301 / 307
页数:7
相关论文
共 50 条
  • [31] A procedure for splitting data-aware processes and its application to coordination
    Jongmans, S. -S. T. Q.
    Clarke, D.
    Proenca, J.
    SCIENCE OF COMPUTER PROGRAMMING, 2016, 115 : 47 - 78
  • [32] TRAC: A Tool for Data-Aware Coordination (with an Application to Smart Contracts)
    Afonso, Joao
    Selabi, Elvis Konjoh
    Murgia, Maurizio
    Ravara, Antonio
    Tuosto, Emilio
    COORDINATION MODELS AND LANGUAGES, COORDINATION 2024, 2024, 14676 : 239 - 257
  • [33] Optimized Energy Efficient Strategy for Data Reduction Between Edge Devices in Cloud-IoT
    Mukherjee, Dibyendu
    Ghosh, Shivnath
    Pal, Souvik
    Akila, D.
    Jhanjhi, N. Z.
    Masud, Mehedi
    AlZain, Mohammed A.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 72 (01): : 125 - 140
  • [34] SWORD: workload-aware data placement and replica selection for cloud data management systems
    K. Ashwin Kumar
    Abdul Quamar
    Amol Deshpande
    Samir Khuller
    The VLDB Journal, 2014, 23 : 845 - 870
  • [35] Algebraic Signature-Based Public Data Integrity Batch Verification for Cloud-IoT
    Li, Yanping
    Li, Zirui
    Yang, Bo
    Ding, Yong
    IEEE TRANSACTIONS ON CLOUD COMPUTING, 2023, 11 (03) : 3184 - 3196
  • [36] SWORD: workload-aware data placement and replica selection for cloud data management systems
    Kumar, K. Ashwin
    Quamar, Abdul
    Deshpande, Amol
    Khuller, Samir
    VLDB JOURNAL, 2014, 23 (06): : 845 - 870
  • [37] Modeling and In-Database Management of Relational, Data-Aware Processes
    Calvanese, Diego
    Montali, Marco
    Patrizi, Fabio
    Rivkin, Andrey
    ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2019), 2019, 11483 : 328 - 345
  • [38] A Privacy-Preserving Architecture and Data-Sharing Model for Cloud-IoT Applications
    Fernandez, Maribel
    Jaimunk, Jenjira
    Thuraisingham, Bhavani
    IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2023, 20 (04) : 3495 - 3507
  • [40] A priority, power and traffic-aware virtual machine placement of IoT applications in cloud data centers
    Omer, Shvan
    Azizi, Sadoon
    Shojafar, Mohammad
    Tafazolli, Rahim
    JOURNAL OF SYSTEMS ARCHITECTURE, 2021, 115