• Title/Summary/Keyword: dynamic memory management

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Improving Memory Efficiency of Dynamic Memory Allocators for Real-Time Embedded Systems

  • Lee, Jung-Hee;Yi, Joon-Hwan
    • ETRI Journal
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    • v.33 no.2
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    • pp.230-239
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    • 2011
  • Dynamic memory allocators for real-time embedded systems need to fulfill three fundamental requirements: bounded worst-case execution time, fast average execution time, and minimal fragmentation. Since embedded systems generally run continuously during their whole lifetime, fragmentation is one of the most important factors in designing the memory allocator. This paper focuses on minimizing fragmentation while other requirements are still satisfied. To minimize fragmentation, a part of a memory region is segregated by the proposed budgeting method that exploits the memory profile of the given application. The budgeting method can be applied for any existing memory allocators. Experimental results show that the memory efficiency of allocators can be improved by up to 18.85% by using the budgeting method. Its worst-case execution time is analyzed to be bounded.

(PMU (Performance Monitoring Unit)-Based Dynamic XIP(eXecute In Place) Technique for Embedded Systems) (내장형 시스템을 위한 PMU (Performance Monitoring Unit) 기반 동적 XIP (eXecute In Place) 기법)

  • Kim, Dohun;Park, Chanik
    • IEMEK Journal of Embedded Systems and Applications
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    • v.3 no.3
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    • pp.158-166
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    • 2008
  • These days, mobile embedded systems adopt flash memory capable of XIP feature since they can reduce memory usage, power consumption, and software load time. XIP provides direct access to ROM and flash memory for processors. However, using XIP incurs unnecessary degradation of applications' performance because direct access to ROM and flash memory shows more delay than that to main memory. In this paper, we propose a memory management framework, dynamic XIP, which can resolve the performance degradation of using XIP. Using a constrained RAM cache, dynamic XIP can dynamically change XIP region according to page access pattern to reduce performance degradation in execution time or energy consumption resulting from native XIP problem. The proposed framework consists of a page profiler gathering applications' memory access pattern using PMU and an XIP manager deciding that a page is accessed whether in main memory or in flash memory. The proposed framework is implemented and evaluated in Linux kernel. Our evaluation shows that our framework can reduce execution time at most 25% and energy consumption at most 22% compared with using XIP-only case adopted in general mobile embedded systems. Moreover, the evaluation shows that in execution time and energy consumption, our modified LRU algorithm with code page filters can reduce more than at most 90% and 80% respectively compared with applying just existing LRU algorithm to dynamic XIP.

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Fast and Memory Efficient Method for Optimal Concurrent Fault Simulator (동시 고장 시뮬레이터의 메모리효율 및 성능 향상에 대한 연구)

  • 김도윤;김규철
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.719-722
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    • 1998
  • Fault simulation for large and complex sequential circuits is highly cpu-intensive task in the intergrated circuit design process. In this paper, we propose CM-SIM, a concurrent fault simulator which employs an optimal memory management strategy and simple list operations. CM-SIM removes inefficiencies and uses new dynamic memory management strategies, using contiguous array memory. Consequently, we got improved performance and reduced memory usage in concurrent fault simulation.

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Fixed Size Memory Pool Management Method for Mobile Game Servers (모바일 게임 서버를 위한 고정크기 메모리 풀 관리 방법)

  • Park, Seyoung;Choi, Jongsun;Choi, Jaeyoung;Kim, Eunhoe
    • KIPS Transactions on Computer and Communication Systems
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    • v.4 no.9
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    • pp.327-336
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    • 2015
  • Mobile game servers usually execute frequent dynamic memory allocation for generating the buffers that deal with clients requests. It causes to deteriorate the performance of game servers since it increases system workload and memory fragmentation. In this paper, we propose fixed-sized memory pool management method. Memory pool for the proposed method has a sequential memory structure based on circular linked list data structure. It solves memory fragmentation problem and saves time for searching the memory blocks which are required for memory allocation and deallocation. We showed the efficiency of the proposed method by evaluating the performance of dynamic memory allocation, through the proposed method and the memory pool management method based on boost open source library.

Way-set Associative Management for Low Power Hybrid L2 Cache Memory (고성능 저전력 하이브리드 L2 캐시 메모리를 위한 연관사상 집합 관리)

  • Jung, Bo-Sung;Lee, Jung-Hoon
    • IEMEK Journal of Embedded Systems and Applications
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    • v.13 no.3
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    • pp.125-131
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    • 2018
  • STT-RAM is attracting as a next generation Non-volatile memory for replacing cache memory with low leakage energy, high integration and memory access performance similar to SRAM. However, there is problem of write operations as the other Non_volatile memory. Hybrid cache memory using SRAM and STT-RAM is attracting attention as a cache memory structure with lowe power consumption. Despite this, reducing the leakage energy consumption by the STT-RAM is still lacking access to the Dynamic energy. In this paper, we proposed as energy management method such as a way-selection approach for hybrid L2 cache fo SRAM and STT-RAM and memory selection method of write/read operation. According to the simulation results, the proposed hybrid cache memory reduced the average energy consumption by 40% on SPEC CPU 2006, compared with SRAM cache memory.

A Design of KVM Heap Memory Management for Effective Power Management in Banked Memory System (Banked Memory System에서 효율적일 전력관리를 위한 KVM의 힙 메모리 관리체계 설계)

  • Choi In-Bum;kang Hui-Sung;Jeong Myung-Jo;Lee Cheol-Hoon
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.07a
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    • pp.868-870
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    • 2005
  • 최근에는 자원이 제한적인 시스템을 위한 embedded JVM 환경에서 자바 응용 프로그램을 수행할 때 embedded JVM 의 성능에 따른 performance 뿐만 아니라 에너지 소비를 줄이는 일이 크게 대두되고 있다. 메모리에서 사용되는 에너지는 메모리에 접근할 때마다 소비되는 dynamic energy와 메모리에 파워가 들어와 있을 때 항상 소비되는 leakage energy 로 구분할 수 있다. embedded 환경을 고려하지 않았던 이전에는 leakage energy 가 중요한 부분으로 인식되지 않았지만, 현재는 dynamic energy 못지 않게 중요한 부분으로 인식되고 있다. 본 논문에서는 Banked Memory System을 사용하는 임베디드 JVM의 환경하에서 leakage energy를 효과적으로 줄일 수 있는 KVM의 힙 메모리 관리체계를 설계하였다.

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An efficient Storage Reclamation Algorithm for RISC Parallel Processing (RISC 병렬 처리를 위한 기억공간의 효율적인 활용 알고리즘)

  • 이철원;임인칠
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.28B no.9
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    • pp.703-711
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    • 1991
  • In this paper, an efficient storage reclamation algorithm for RISC parallel processing in the object orented programming environments is presented. The memory management for the dynamic memory allocation and the frequent memory access in object oriented programming is the main factor that decreases RISC parallel processing performance. The proposed algorithm can be efficiently allocated the memory space of RISCy computer which is required the frequent memory access, so it can be increased RISC parallel processing performance. The proposed algorithm is verified the efficiency by implementing C language on SUN SPARC(4.3 BSD UNIX).

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An Explicit Free Method for the Garbage Objects in Java-based Embedded System (자바기반 내장형 시스템에서 쓰레기 객체의 명시적 자유화 방법)

  • Bae, Soo-kang;Lee, Sung-young
    • The KIPS Transactions:PartA
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    • v.9A no.4
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    • pp.441-450
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    • 2002
  • As the size of embedded system software increase bigger and bigger, and it's complexity is grower and grower, the usage of dynamic memory management scheme such collector also has been increased. Using the garbage collector, however, inherently lead us performance degradation. In order to resolve this kind of performance problem in the Java based embedded system. we introduce an explicit dynamic memory free method to the automated dynamic memory management environment. which can be performed by a programmer. In the worst case, the prosed scheme shows the same performance as the case of that only garbage collector is working, since the unclaimed garbage objects will eventually be collected later by the garbage collector. In the best case. our method is free from any runtime overhead because the applications can be implemented without any intervention of the garbage collector. Although the proposed method can be facilitated with all the existing garbage collection algorithms, it shows an outperform in the case of mark-and-sweep algorithm.

Bayesian Regression Modeling for Patent Keyword Analysis

  • Choi, JunHyeog;Jun, SungHae
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.1
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    • pp.125-129
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    • 2016
  • In this paper, we propose an efficient dynamic workload balancing strategy which improves the performance of high-performance computing system. The key idea of this dynamic workload balancing strategy is to minimize execution time of each job and to maximize the system throughput by effectively using system resource such as CPU, memory. Also, this strategy dynamically allocates job by considering demanded memory size of executing job and workload status of each node. If an overload node occurs due to allocated job, the proposed scheme migrates job, executing in overload nodes, to another free nodes and reduces the waiting time and execution time of job by balancing workload of each node. Through simulation, we show that the proposed dynamic workload balancing strategy based on CPU, memory improves the performance of high-performance computing system compared to previous strategies.