DE102017109239A1 - Computerimplementiertes verfahren, computerlesbares medium und heterogenes rechnersystem - Google Patents

Computerimplementiertes verfahren, computerlesbares medium und heterogenes rechnersystem Download PDF

Info

Publication number
DE102017109239A1
DE102017109239A1 DE102017109239.0A DE102017109239A DE102017109239A1 DE 102017109239 A1 DE102017109239 A1 DE 102017109239A1 DE 102017109239 A DE102017109239 A DE 102017109239A DE 102017109239 A1 DE102017109239 A1 DE 102017109239A1
Authority
DE
Germany
Prior art keywords
runtime
segment
data structure
execution
data
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
DE102017109239.0A
Other languages
German (de)
English (en)
Inventor
Haymo Kutschbach
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ilnumerics GmbH
Original Assignee
Ilnumerics GmbH
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ilnumerics GmbH filed Critical Ilnumerics GmbH
Priority to DE102017109239.0A priority Critical patent/DE102017109239A1/de
Priority to US16/607,263 priority patent/US11144348B2/en
Priority to CN201880016139.1A priority patent/CN110383247B/zh
Priority to JP2019547267A priority patent/JP7220914B2/ja
Priority to PCT/EP2018/060932 priority patent/WO2018197695A1/en
Priority to EP18720259.3A priority patent/EP3443458B1/en
Publication of DE102017109239A1 publication Critical patent/DE102017109239A1/de
Withdrawn legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/48Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806Task transfer initiation or dispatching
    • G06F9/4843Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/4881Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5044Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering hardware capabilities
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/52Program synchronisation; Mutual exclusion, e.g. by means of semaphores
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00Indexing scheme relating to G06F9/00
    • G06F2209/48Indexing scheme relating to G06F9/48
    • G06F2209/486Scheduler internals

Landscapes

  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Devices For Executing Special Programs (AREA)
  • Complex Calculations (AREA)
  • Stored Programmes (AREA)
DE102017109239.0A 2017-04-28 2017-04-28 Computerimplementiertes verfahren, computerlesbares medium und heterogenes rechnersystem Withdrawn DE102017109239A1 (de)

Priority Applications (6)

Application Number Priority Date Filing Date Title
DE102017109239.0A DE102017109239A1 (de) 2017-04-28 2017-04-28 Computerimplementiertes verfahren, computerlesbares medium und heterogenes rechnersystem
US16/607,263 US11144348B2 (en) 2017-04-28 2018-04-27 Heterogeneous computing system and method including analyzing expected costs of compute kernels
CN201880016139.1A CN110383247B (zh) 2017-04-28 2018-04-27 由计算机执行的方法、计算机可读介质与异构计算系统
JP2019547267A JP7220914B2 (ja) 2017-04-28 2018-04-27 コンピュータに実装する方法、コンピュータ可読媒体および異種計算システム
PCT/EP2018/060932 WO2018197695A1 (en) 2017-04-28 2018-04-27 A computer-implemented method, a computer-readable medium and a heterogeneous computing system
EP18720259.3A EP3443458B1 (en) 2017-04-28 2018-04-27 A computer-implemented method, a computer-readable medium and a heterogeneous computing system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
DE102017109239.0A DE102017109239A1 (de) 2017-04-28 2017-04-28 Computerimplementiertes verfahren, computerlesbares medium und heterogenes rechnersystem

Publications (1)

Publication Number Publication Date
DE102017109239A1 true DE102017109239A1 (de) 2018-10-31

Family

ID=62063083

Family Applications (1)

Application Number Title Priority Date Filing Date
DE102017109239.0A Withdrawn DE102017109239A1 (de) 2017-04-28 2017-04-28 Computerimplementiertes verfahren, computerlesbares medium und heterogenes rechnersystem

Country Status (6)

Country Link
US (1) US11144348B2 (https=)
EP (1) EP3443458B1 (https=)
JP (1) JP7220914B2 (https=)
CN (1) CN110383247B (https=)
DE (1) DE102017109239A1 (https=)
WO (1) WO2018197695A1 (https=)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111090508A (zh) * 2019-11-29 2020-05-01 西安交通大学 一种基于OpenCL的异构协同并行计算中设备间动态任务调度方法
CN120950074A (zh) * 2025-10-14 2025-11-14 长沙科梁科技有限公司 编程语言迁移运行方法和装置

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11188348B2 (en) * 2018-08-31 2021-11-30 International Business Machines Corporation Hybrid computing device selection analysis
US11604757B2 (en) * 2019-07-17 2023-03-14 International Business Machines Corporation Processing data in memory using an FPGA
CN113590086B (zh) * 2020-04-30 2023-09-12 广东中砼物联网科技有限公司 快速开发软件的方法、计算机设备、及存储介质
CN112083956B (zh) * 2020-09-15 2022-12-09 哈尔滨工业大学 一种面向异构平台的复杂指针数据结构自动管理系统
CN112364053B (zh) * 2020-11-25 2023-09-05 成都佳华物链云科技有限公司 一种搜索优化方法、装置、电子设备及存储介质
CN112486684B (zh) * 2020-11-30 2022-08-12 展讯半导体(成都)有限公司 行车影像显示方法、装置及平台、存储介质、嵌入式设备
CN112783503B (zh) * 2021-01-18 2023-12-22 中山大学 一种基于Arm架构的NumPy运算加速优化方法
CN115390921A (zh) * 2021-05-21 2022-11-25 华为技术有限公司 一种调度方法、装置、系统和计算设备
CN114003973B (zh) * 2021-10-13 2024-12-24 杭州趣链科技有限公司 数据处理方法、装置、电子设备和存储介质
CN114138686B (zh) * 2021-12-03 2025-06-17 中国航空工业集团公司西安飞行自动控制研究所 基于加解锁访问机制的异构处理器数据读取装置及方法
CN114185687B (zh) * 2022-02-14 2022-05-24 中国人民解放军国防科技大学 一种面向共享内存式协处理器的堆内存管理方法和装置
EP4227795B1 (en) 2022-02-15 2025-01-01 ILNumerics GmbH A computer-implemented method and a computer-readable medium
CN115167637B (zh) * 2022-09-08 2022-12-13 中国电子科技集团公司第十五研究所 一种易扩展可重构的计算机系统及计算机
KR102625797B1 (ko) * 2023-03-06 2024-01-16 주식회사 모레 파이프라인 병렬 처리 컴파일링 방법 및 장치
CN116089050B (zh) * 2023-04-13 2023-06-27 湖南大学 一种异构自适应任务调度方法
EP4465167A1 (en) 2023-05-15 2024-11-20 ILNumerics GmbH A computer-implemented method and a computer-readable medium
US12360805B2 (en) * 2023-07-10 2025-07-15 Azurengine Technologies Zhuhai Inc. Vectorized scalar processor for executing scalar instructions in multi-threaded computing
CN118939275B (zh) * 2024-10-10 2025-01-24 杭州长川科技股份有限公司 分类参数的编译方法、调用方法、装置、设备和程序产品
CN119938344A (zh) * 2025-04-09 2025-05-06 中国科学院计算技术研究所 数据中心的资源调度方法、装置、存储介质及电子设备

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8074059B2 (en) * 2005-09-02 2011-12-06 Binl ATE, LLC System and method for performing deterministic processing
JP4936517B2 (ja) * 2006-06-06 2012-05-23 学校法人早稲田大学 ヘテロジニアス・マルチプロセッサシステムの制御方法及びマルチグレイン並列化コンパイラ
US8312346B2 (en) * 2009-05-01 2012-11-13 Mirics Semiconductor Limited Systems and methods for communications
US8375392B2 (en) 2010-01-12 2013-02-12 Nec Laboratories America, Inc. Data aware scheduling on heterogeneous platforms
US8522217B2 (en) * 2010-04-20 2013-08-27 Microsoft Corporation Visualization of runtime analysis across dynamic boundaries
US20150309808A1 (en) * 2010-12-31 2015-10-29 Morphing Machines Pvt Ltd Method and System on Chip (SoC) for Adapting a Reconfigurable Hardware for an Application in Runtime
US8782645B2 (en) * 2011-05-11 2014-07-15 Advanced Micro Devices, Inc. Automatic load balancing for heterogeneous cores
US8566559B2 (en) * 2011-10-10 2013-10-22 Microsoft Corporation Runtime type identification of native heap allocations
EP2812802A4 (en) * 2012-02-08 2016-04-27 Intel Corp DYNAMIC CPU GPU LOAD BALANCING USING POWER
JP2014102683A (ja) * 2012-11-20 2014-06-05 Fujitsu Ltd 情報処理装置の制御プログラム、情報処理装置の制御方法および情報処理装置
US9235801B2 (en) * 2013-03-15 2016-01-12 Citrix Systems, Inc. Managing computer server capacity
WO2015150342A1 (en) * 2014-03-30 2015-10-08 Universiteit Gent Program execution on heterogeneous platform
WO2017016590A1 (en) 2015-07-27 2017-02-02 Hewlett-Packard Development Company, L P Scheduling heterogenous processors

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
Hadi Emaeilzadeh et al.: Programming Heterogeneous Hardwate Components with Software Components. In: Workshop on SoC Architecture, Accelerators and Workloads (SAW), Feb 2011, San Antonio, US, 2011. Online: <https://www.researchgate.net/publication/267367666_Programming_Heterogeneous_Hardware_Components_with_Software_Components> am 1.04.2015 *
J. Ansel et al.: PetaBricks: A Language and Compiler for Algorithmic Choice. In: Proceedings of the PLDI'09, Dublin, Ireland, June 15 – 20, 2009, S. 38 – 49 *
Phitchaya Mangpo Phothilimthana et al.: Portable Performance on Heterogeneous Architectures. In: Proceedings of the ASPLOS'13, Houston, Texas, USA, March 16 – 20, 2013, S. 1 – 13 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111090508A (zh) * 2019-11-29 2020-05-01 西安交通大学 一种基于OpenCL的异构协同并行计算中设备间动态任务调度方法
CN111090508B (zh) * 2019-11-29 2023-04-14 西安交通大学 一种基于OpenCL的异构协同并行计算中设备间动态任务调度方法
CN120950074A (zh) * 2025-10-14 2025-11-14 长沙科梁科技有限公司 编程语言迁移运行方法和装置

Also Published As

Publication number Publication date
JP7220914B2 (ja) 2023-02-13
EP3443458C0 (en) 2024-02-28
JP2020518881A (ja) 2020-06-25
US11144348B2 (en) 2021-10-12
US20200301736A1 (en) 2020-09-24
WO2018197695A1 (en) 2018-11-01
EP3443458B1 (en) 2024-02-28
CN110383247A (zh) 2019-10-25
CN110383247B (zh) 2023-04-28
EP3443458A1 (en) 2019-02-20

Similar Documents

Publication Publication Date Title
DE102017109239A1 (de) Computerimplementiertes verfahren, computerlesbares medium und heterogenes rechnersystem
DE102012216029B4 (de) Ein skalierbares anpassungsfähiges map-reduce-rahmenwerk mit verteilten daten
DE69522842T2 (de) Gleichzeitige Verarbeitung in parallelen und fast parallelen objektorientierten Systemen
DE69029956T2 (de) Vorrichtung zur Parallelisierung von Programmen
US20220391678A1 (en) Neural network model processing method and apparatus, computer device, and storage medium
DE69804708T2 (de) Verfahren und Gerät für Grössenoptimierung von Speichereinheiten
DE102013207049B4 (de) Überwachen der Datenstrompufferung zur Optimierung der Operatorverarbeitung
DE102013221057B4 (de) System und Verfahren für Batch-Auswertungs-Programme
DE102020108374A1 (de) Verfahren und vorrichtung zur laufzeitmehrfachplanung von software, die in einem heterogenen system ausgeführt wird
DE112013001735T5 (de) Optimieren des Verbindens von Anweisungen
DE112012002905T5 (de) Technik zum Kompilieren und Ausführen von Programmen in höheren Programmiersprachen auf heterogenen Computern
DE112020005789T5 (de) Hierarchische partitionierung von operatoren
DE112011101391T5 (de) GPU-fähige Datenbanksysteme
Sardar et al. Partition based clustering of large datasets using MapReduce framework: An analysis of recent themes and directions
DE19922796A1 (de) Bestimmen der tatsächlichen Klasse eines Objekts zur Laufzeit
CN111488177A (zh) 数据处理方法、装置、计算机设备和存储介质
DE112013001747T5 (de) Optimieren des Verbindens von Anweisungen
DE69431386T2 (de) Verfahren und Gerät zur Erzeugung eines Programms für parallele Verarbeitung
DE102016110195A1 (de) Erzeugen von Code in statisch typisierten Programmiersprachen für eine dynamisch typisierte array-basierte Sprache
DE102021201597A1 (de) Verwenden von hardware-beschleunigten befehlen
DE102023115418A1 (de) Spaltenpartitionierte dünnbesetzte-matrix-vektor-multiplikation
Escobar et al. Parallel high-dimensional multi-objective feature selection for EEG classification with dynamic workload balancing on CPU–GPU architectures
DE102010028896A1 (de) Verfahren und Vorrichtung zum Zuweisen einer Mehrzahl von Teilaufgaben einer Aufgabe zu einer Mehrzahl von Recheneinheiten einer vorgegebenen Prozessorarchitektur
Gu et al. Octopus-DF: Unified DataFrame-based cross-platform data analytic system
DE102022130788A1 (de) Verfahren, einrichtungen und herstellungsartikel zur erzeugung von befehlslisten zur auslagerung an beschleunigerschaltungsanordnung

Legal Events

Date Code Title Description
R012 Request for examination validly filed
R016 Response to examination communication
R016 Response to examination communication
R119 Application deemed withdrawn, or ip right lapsed, due to non-payment of renewal fee