Dynamic Memory Management for Embedded Systems

Dynamic Memory Management for Embedded Systems PDF

Author: David Atienza Alonso

Publisher: Springer

Published: 2014-09-19

Total Pages: 251

ISBN-13: 3319105728

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This book provides a systematic and unified methodology, including basic principles and reusable processes, for dynamic memory management (DMM) in embedded systems. The authors describe in detail how to design and optimize the use of dynamic memory in modern, multimedia and network applications, targeting the latest generation of portable embedded systems, such as smartphones. Coverage includes a variety of design and optimization topics in electronic design automation of DMM, from high-level software optimization to microarchitecture-level hardware support. The authors describe the design of multi-layer dynamic data structures for the final memory hierarchy layers of the target portable embedded systems and how to create a low-fragmentation, cost-efficient, dynamic memory management subsystem out of configurable components for the particular memory allocation and de-allocation patterns for each type of application. The design methodology described in this book is based on propagating constraints among design decisions from multiple abstraction levels (both hardware and software) and customizing DMM according to application-specific data access and storage behaviors.

Memory Allocation Problems in Embedded Systems

Memory Allocation Problems in Embedded Systems PDF

Author: Maria Soto

Publisher: John Wiley & Sons

Published: 2013-01-24

Total Pages: 149

ISBN-13: 1118577663

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Embedded systems are everywhere in contemporary life and are supposed to make our lives more comfortable. In industry, embedded systems are used to manage and control complex systems (e.g. nuclear power plants, telecommunications and flight control) and they are also taking an important place in our daily activities (e.g. smartphones, security alarms and traffic lights). In the design of embedded systems, memory allocation and data assignment are among the main challenges that electronic designers have to face. In fact, they impact heavily on the main cost metrics (power consumption, performance and area) in electronic devices. Thus designers of embedded systems have to pay careful attention in order to minimize memory requirements, thus improving memory throughput and limiting the power consumption by the system’s memory. Electronic designers attempt to minimize memory requirements with the aim of lowering the overall system costs. A state of the art of optimization techniques for memory management and data assignment is presented in this book.

Heterogeneous Memory Organizations in Embedded Systems

Heterogeneous Memory Organizations in Embedded Systems PDF

Author: Miguel Peón Quirós

Publisher: Springer Nature

Published: 2020-01-30

Total Pages: 214

ISBN-13: 3030374327

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This book defines and explores the problem of placing the instances of dynamic data types on the components of the heterogeneous memory organization of an embedded system, with the final goal of reducing energy consumption and improving performance. It is one of the first to cover the problem of placement for dynamic data objects on embedded systems with heterogeneous memory architectures, presenting a complete methodology that can be easily adapted to real cases and work flows. The authors discuss how to improve system performance and energy consumption simultaneously. Discusses the problem of placement for dynamic data objects on embedded systems with heterogeneous memory architectures; Presents a complete methodology that can be adapted easily to real cases and work flows; Offers hints on how to improve system performance and energy consumption simultaneously.

Analysis of Static and Dynamic Memory Management Schemes in Embedded Systems Utilizing Software-managed Memory

Analysis of Static and Dynamic Memory Management Schemes in Embedded Systems Utilizing Software-managed Memory PDF

Author: Muberra N. Akcaman

Publisher:

Published: 2015

Total Pages: 106

ISBN-13:

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The proposed work targets at data-intensive applications which involve processing of large data arrays within loop nests. Such applications frequently occur in image/video processing domains. The target architectures used in this thesis are both single-core and multi-core embedded systems. In multi-core architecture, each core has a local SPM; and each core accesses other SPMs (remote SPM) and an on-chip shared L2 memory with higher memory access latencies. All on-chip memories are software-managed. Both architectures have off-chip memory which holds the entire dataset. After profiling the embedded application, the dataset is divided into blocks and the access frequencies to these blocks are determined. The data mapping is done to L1 SPMs, L2 SPM and off-chip memory based on the access frequencies of data blocks. This process is done once at compile time in static memory allocation while it is repeated at the beginning of each execution phase at run-time in dynamic data allocation. The experimental results collected using data-intensive benchmark programs are presented in single and multi-core embedded architectural setups.

Energy-Aware Memory Management for Embedded Multimedia Systems

Energy-Aware Memory Management for Embedded Multimedia Systems PDF

Author: Florin Balasa

Publisher: CRC Press

Published: 2011-11-16

Total Pages: 352

ISBN-13: 1439814015

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Energy-Aware Memory Management for Embedded Multimedia Systems: A Computer-Aided Design Approach presents recent computer-aided design (CAD) ideas that address memory management tasks, particularly the optimization of energy consumption in the memory subsystem. It explains how to efficiently implement CAD solutions, including theoretical methods an

Real-Time Concepts for Embedded Systems

Real-Time Concepts for Embedded Systems PDF

Author: Qing Li

Publisher: CRC Press

Published: 2003-01-04

Total Pages: 321

ISBN-13: 1578201241

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'... a very good balance between the theory and practice of real-time embedded system designs.' —Jun-ichiro itojun Hagino, Ph.D., Research Laboratory, Internet Initiative Japan Inc., IETF IPv6 Operations Working Group (v6ops) co-chair 'A cl

From Model-Driven Design to Resource Management for Distributed Embedded Systems

From Model-Driven Design to Resource Management for Distributed Embedded Systems PDF

Author: Bernd Kleinjohann

Publisher: Springer

Published: 2007-01-29

Total Pages: 286

ISBN-13: 0387393625

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From Model-Driven Design to Resource Management for Distributed Embedded Systems presents 16 original contributions and 12 invited papers presented at the Working Conference on Distributed and Parallel Embedded Systems - DIPES 2006, sponsored by the International Federation for Information Processing - IFIP. Coverage includes model-driven design, testing and evolution of embedded systems, timing analysis and predictability, scheduling, allocation, communication and resource management in distributed real-time systems.

Dynamic Memory Management for Embedded Real-time Multiprocessor System-on-a-chip

Dynamic Memory Management for Embedded Real-time Multiprocessor System-on-a-chip PDF

Author: Mohamed A. Shalan

Publisher:

Published: 2003

Total Pages:

ISBN-13:

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The aggressive evolution of the semiconductor industry - smaller process geometries, higher densities, and greater chip complexity - has provided design engineers the means to create complex, high-performance System-on-a-Chip (SoC) designs. Such SoC designs typically have more than one processor and huge (tens of Mega Bytes) amount of memory, all on the same chip. Dealing with the global on-chip memory allocation/deallocation in a dynamic yet deterministic way is an important issue for upcoming billion transistor multiprocessor SoC designs. To achieve this, we propose a memory management hierarchy we call Two-Level Memory Management. To implement this memory management scheme which presents a shift in the way designers look at on-chip dynamic memory allocation - we present the System-on-a-Chip Dynamic Memory Management Unit (SoCDMMU) for allocation of the global on-chip memory, which we refer to as Level Two memory management (Level One is the management of memory allocated to a particular on-chip Processing Element, e.g., an operating system's management of memory allocated to a particular processor). In this way, processing elements (heterogeneous or non-heterogeneous hardware or software) in an SoC can request and be granted portions of the global memory in a fast and deterministic time. A new tool is introduced to generate a custom optimized version of the SoCDMMU hardware. Also, a real-time operating system is modified support the new proposed SoCDMMU. We show an example where shared memory multiprocessor SoC that employs the Two-Level Memory Management and utilizes the SoCDMMU has an overall average speedup in application transition time as well as normal execution time.