Tiera: Towards Flexible Multi-Tiered Cloud Storage Instances

被引:20
|
作者
Raghavan, Ajaykrishna [1 ]
Chandra, Abhishek [1 ]
Weissman, Jon B. [1 ]
机构
[1] Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
关键词
Management; Performance;
D O I
10.1145/2663165.2663333
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Cloud providers offer an array of storage services that, represent, different points along the performance, cost, and durability spectrum. if all application desires the, composite benefits of multiple storage tiers, then it must manage the complexity of different interfaces to these storage services and their diverse policies. We believe that, it, is possible to provide the benefits of customized tiered cloud storage to applications without compromising simplicity using a lightweight middleware. Tit tiffs paper, We introduce Tiera a middleware that enables the provision of multi tiered cloud storage instances that are easy to specify, flexible, and enable a rich array of storage policies and desired metrics to be, realized. Tiera's novelty lies in the first-class support for encapsulated tiered cloud storage, ease, of programmability of data management policies, and support, for runtime replacement and addition of policies and tiers. Tiera enables an application to realize a desired :metric (e.g., low latency or low cost) by selecting different storage services that constitute Tiera instance, and easily specifying a policy, using event and response pairs, to manage the life cycle of data stored in the instance. We illustrate the benefits of Tiera through;A prototype implemented on the Amazon cloud. By deploying unmodified MySQL database engine and;A TPC-W WEAL bookstore application Tiera, we are able to improve their respective throughputs by 47%-125% and 46%-69%, over standard deployments. We further show the flexibility of Tiera in achieving different, desired application metrics with minimal overhead.
引用
收藏
页码:1 / 12
页数:12
相关论文
共 50 条
  • [1] A Multi-tiered Storage Structure for Cloud Computing
    Chen, Hsin-Ya
    Lee, Pei-Yu
    Chang, Hsung-Pin
    [J]. 2016 INTERNATIONAL COMPUTER SYMPOSIUM (ICS), 2016, : 636 - +
  • [2] A Prefetching Scheme for Multi-tiered Storage Systems
    Chang, Hsung-Pin
    Chen, Chia-Yu
    Liu, Chien-Yi
    [J]. 2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), 2018, : 1582 - 1586
  • [3] The MWA Archive: A Multi-tiered Dataflow and Storage System
    Wu, Che
    Wicenec, Andreas
    Pallot, Dave
    Checcucci, Alessio
    [J]. ASTRONOMICAL DATA ANALYSIS SOFTWARE AND SYSTEMS XXII, 2013, 475 : 151 - +
  • [4] Design and Implementation of a Shared Multi-tiered Storage System
    Chang, Hsung-Pin
    Yu, Yu-Cheng
    Chung, Pei-Yao
    [J]. PROCEEDINGS OF 2018 3RD INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS (ICCCS), 2018, : 94 - 98
  • [5] Wiera: Policy-Driven Multi-Tiered Geo-Distributed Cloud Storage System
    Oh, Kwangsung
    Qin, Nan
    Chandra, Abhishek
    Weissman, Jon
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 31 (02) : 294 - 305
  • [6] HCompress: Hierarchical Data Compression for Multi-Tiered Storage Environments
    Devarajan, Hariharan
    Kougkas, Anthony
    Logan, Luke
    Sun, Xian-He
    [J]. 2020 IEEE 34TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM IPDPS 2020, 2020, : 557 - 566
  • [7] Scheduling Parallel Data Transfers in Multi-tiered Persistent Storage
    Nan Noon Noon
    Gettn, Janusz R.
    Xin, Tianbing
    [J]. RECENT CHALLENGES IN INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2022, 2022, 1716 : 437 - 449
  • [8] A Formal Model for the Availability Analysis of Cloud Deployed Multi-Tiered Applications
    Jammal, Manar
    Kanso, Ali
    Heidari, Parisa
    Shami, Abdallah
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING WORKSHOP (IC2EW), 2016, : 82 - 87
  • [9] Multi-tiered database clusters
    Kripac, Miroslav
    Brandejs, Michal
    [J]. 3rd International Conference on Computing, Communications and Control Technologies, Vol 1, Proceedings, 2005, : 113 - 117
  • [10] Optimizing Object Storage System by the Object Multi-Tiered Balanced Organization
    Zhang, Lei
    Feng, Dongyu
    Lei, Chengxi
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022