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1.
International Journal of
Computer Engineering and Technology (IJCET), ISSN 0976-6367(Print), ISSN 0976 - 6375(Online), Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING TECHNOLOGY (IJCET) ISSN 0976 – 6367(Print) ISSN 0976 – 6375(Online) Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME: www.iaeme.com/IJCET.asp Journal Impact Factor (2014): 8.5328 (Calculated by GISI) www.jifactor.com IJCET © I A E M E TRADE-OFF BETWEEN TRADITIONAL GARBAGE COLLECTION Vs HARDWARE GARBAGE COLLECTION Viral V Kapadia Computer Science Engg Dept, The M S University of Baroda 55 ABSTRACT The major issue in today’s world of computing is improvement in performance of memory. The most suitable way we have described over here to make a comparison between software and hardware memory management. The result in upcoming section also proves the same that hardware memory management is more preferable. Keywords: VHDL, Verlilog, Garbage Collection, Processor, Clock Cycle, Delay, Xilinx. I. INTRODUCTION Memory management is one of the most vital researched areas in computer engineering since their goals are to understand and improve the usage of the two most crucial resources in virtually every computer system memory and processor. In both research areas, work has been done in many directions including theory, hardware, algorithms, and implementation and so on. A typical methodology is to investigate issues in only one area, assuming the system’s behaviour in the other area has no influence at all, or at most, very little influence on the issues under investigation. Although such a methodology is very successful in terms of reducing research scope and simplifying the targeted issues, it is not sufficient to reflect the system level nature of processor and memory usage, which is that they interact and even conflict with each other. Therefore, the two dimensions of time and space must be considered together in many cases so that the result will be a well designed system that has acceptable performance in both dimensions, rather than being extremely good in one dimension but unacceptable in the other one. This is the famous time-space tradeoff [1]. Memory management on which researchers are mainly focusing are the different techniques related to memory management i.e. garbage collection techniques, scheduling, real time system, user oriented design and many more. The major problem found out in memory management is processor and operating system delays. We don’t have good performance in Real time system since we are using the software approach which ultimately depends on operating system. So virtually we try to
2.
International Journal of
Computer Engineering and Technology (IJCET), ISSN 0976-6367(Print), ISSN 0976 - 6375(Online), Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME say we are having real-time memory management but physically not performing the intended task more convincingly. Here we are trying to design a hardware design that can perform all memory management tasks with additional power of VLIW instruction word and parallel processing. Real-time requirements are far and wide in modern applications, from multimedia players to communication controls, aviation systems, safety critical control systems, etc. Garbage collection is widely acknowledged to speed up software development while increasing security and reliability. However, garbage collectors that support real-time applications are notoriously hard to build. Traditional garbage collectors stop the application to perform the entire collection or even just to initiate or finish up the collection. Stopping all threads creates a computation pause which is unacceptable for real-time systems [1]. Such atomic operations create ordering constraints that do not leave much room for reordering of memory accesses. Thus, a more sophisticated compaction mechanism must be used. As part of our real-time system, we want to provide a novel concurrent collector, which provides a solution to the above challenge. Real-time requirements are far and wide in modern applications, from multimedia players to communication controls, aviation systems, safety critical control systems, etc. Garbage collection is widely acknowledged to speed up software development while increasing security and reliability. However, garbage collectors that support real-time applications are notoriously hard to build. Traditional garbage collectors stop the application to perform the entire collection or even just to initiate or finish up the collection. Stopping all threads creates a computation pause which is unacceptable for real-time systems [1]. Classical real-time systems typically operate with a certain amount of slack. If there is no slack, then the system can’t guarantee to meet its bounds. But interactive systems may become sluggish during bursts of other activity on the machine, and in some cases this is the desired behaviour. Queued systems may absorb temporary load spikes and tolerate a certain fraction of outliers depending on a service-level agreement [1]. Such atomic operations create ordering constraints that do not leave much room for reordering of memory accesses. Thus, a more sophisticated compaction mechanism must be used. As part of our real-time system, we want to provide a novel concurrent collector, which provides a solution to the above challenge. To measure responsiveness of our collector, we propose a mutator responsiveness measure, attempting to check how responsive the system is for events that get generated at a high frequency. Currently there is no Distributed Object Store that Implement an Algorithm of Distributed Garbage Collectors that can do processor management and provide adaptive garbage collection. We have to use different garbage collection techniques for different environment. There is partly memory allocation and deallocation Implementation of the System function which doing memory allocation and deallocation that can be optimize in our implementation of algorithm. 56 II. GARBAGE COLLECTION One of the potential disadvantages of garbage collection compared to the explicit freeing of objects is that garbage collection gives programmers less control over the scheduling of CPU time devoted to reclaiming memory. It is in general impossible to predict exactly when (or even if) a garbage collector will be invoked and how long it will take to run. Because garbage collectors usually stop the entire program while seeking and collecting garbage objects, they can cause arbitrarily long pauses at arbitrary times during the execution of the program. Such garbage collection pauses can sometimes be long enough to be noticed by users. Garbage collection pauses can also prevent programs from responding to events quickly enough to satisfy the requirements of real-time systems. If a garbage collection algorithm is capable of generating pauses lengthy- enough
3.
International Journal of
Computer Engineering and Technology (IJCET), ISSN 0976-6367(Print), ISSN 0976 - 6375(Online), Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME to be either noticeable to the user or make the program unsuitable for real-time environments, the algorithm is said to be disruptive. To minimize the potential disadvantages of garbage collection compared to the explicit freeing of objects, a common design goal for garbage collection algorithms is to minimize or, if possible, eliminate their disruptive nature [1]. The process of distributed garbage collection can be categorized by two approaches: 57 A. Software approach The software approach for garbage collection is very famous and it is implemented in many of the application software such as JAVA, .Net etc. the main disadvantage of this system is works under the control of operating system and for each and every instruction operating system calls the main processor through any interrupts. As whenever there is a requirement of memory in application, it runs the garbage collection process and in that process also the main processor is interrupted. The main processor is wasting its time in garbage collection where as other process are waiting for processor. The software approach is easy to implement compare to hardware approach. At the same time is also slower compare to hardware approach. We will discuss the software approach in detail. A widely accepted method to control software complexity and to increase software quality is automatic dynamic memory management, also referred to as garbage collection. Unfortunately, it is difficult to implement garbage collection for real-time systems. Because of high overhead and unpredictable pauses, most embedded system designers still consider garbage collection an unaffordable luxury. Consequently, they have to resort to manual memory management with the well-known problems: Freeing memory too early causes “dangling references”, while freeing memory too late or not at all gives rise to memory leaks. But worst of all, manual memory reclamation requires the programmer’s global view of a software system and contradicts modularization [5]. A widely accepted method to control software complexity and to increase software quality is automatic dynamic memory management, also referred to as garbage collection. Unfortunately, it is difficult to implement garbage collection for real-time systems. Because of high overhead and unpredictable pauses, most embedded system designers still consider garbage collection an unaffordable luxury. Consequently, they have to resort to manual memory management with the well-known problems: Freeing memory too early causes “dangling references”, while freeing memory too late or not at all gives rise to memory leaks. But worst of all, manual memory reclamation requires the programmer’s global view of a software system and contradicts modularization [5]. Real-time applications require a small upper bound on any pause the garbage collector might cause. Garbage collection in software, however, faces an inevitable trade-off between the granularity of garbage collection (i.e. the maximum pause length) and the code-size and runtime overhead caused by synchronization. To prevent this overhead from becoming unjustifiably high, software collectors have to rely on indivisible operations such as processing an entire object or the complete root set [4]. Since the duration of these operations is potentially unlimited, these software collectors are not suited for hard real-time environments [5]. B. Hardware approach Following Programming Tools are available for hardware designing. 1) VHDL: VHDL (VHSIC hardware description language; VHSIC: very-high-speed integrated circuit) is a hardware description language used in electronic design automation to describe digital and mixed-signal systems such as field-programmable gate arrays and integrated circuits.
4.
International Journal of
Computer Engineering and Technology (IJCET), ISSN 0976-6367(Print), ISSN 0976 - 6375(Online), Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME VHDL is a fairly general-purpose language, and it doesn't require a simulator on which to run the code. There are many VHDL compilers, which build executable binaries. It can read and write files on the host computer, so a VHDL program can be written that generates another VHDL program to be incorporated in the design being developed. Because of this general-purpose nature, it is possible to use VHDL to write a test bench that verifies the functionality of the design using files on the host computer to define stimuli, interacts with the user, and compares results with those expected. It is relatively easy for an inexperienced developer to produce code that simulates successfully but that cannot be synthesized into a real device, or is too large to be practical. One particular pitfall is the accidental production of transparent latches rather than D-type flip-flops as storage elements. The key advantage of VHDL when used for systems design is that it allows the behaviour of the required system to be described (modeled) and verified (simulated) before synthesis tools translate the design into real hardware (gates and wires). Another benefit is that VHDL allows the description of a concurrent system (many parts, each with its own sub-behaviour, working together at the same time). VHDL is a Dataflow language, unlike procedural computing languages such as BASIC, C, and assembly code, which all run sequentially, one instruction at a time. A final point is that when a VHDL model is translated into the gates and wires that are mapped onto a programmable logic device such as a CPLD or FPGA, then it is the actual hardware being configured, rather than the VHDL code being executed as if on some form of a processor chip. 58
5.
International Journal of
Computer Engineering and Technology (IJCET), ISSN 0976-6367(Print), ISSN 0976 - 6375(Online), Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME 59 III. RESULTS The objective over here is to prove the difference of efficiency of memory management at the processor level and traditional approach. Here we have taken an 8 bit processor to prove the same. Figure 56 is the snapshot of processor that we have simulated in Xilinx ISE 9.2. It won’t make a difference for the higher level of processors also as we are providing the comparison between an 8 bit traditional processor and 8 bit memory processor. The same is to implied for the higher level of processors also. The first row in figure 56 indicate the CLK (clock) for the processor. Processing is done after the delay of 3micro seconds to let the signal stabilize. Figure 1: Simulation window consisting of Input and Output D0 to D4 stands for the data / address lines. S0, S1 and S2 are control signals. Hence we have 8 instructions set. I0, I1, I2, I3, I4 and Y are out put signals used for checking various operations performed by the processor as shown in the figure 57.
6.
International Journal of
Computer Engineering and Technology (IJCET), ISSN 0976-6367(Print), ISSN 0976 - 6375(Online), Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME 60 IV. CONCLUSION The Best Way to provide trade of between Garbage collection and processor utilization is to have another software coded processor dedicated for Garbage collection which works independently of main processor. Since technological and economical reasons have put a stop to the increase of clock frequency, performance improvements now come in the form of additional parallelism Figure 2: Input Wave supplied for simulation In the simulator the check the exact behaviour of the processor the input needs to be in the form of wave form and hence we get a wave form as an output we can map the in the input signal at a particular clock cycle and at the same time we can also observe the output wave form on the same clock cycle that provides us the information of processing of the processor. Output wave form is missing in figure 57 as it would be generated after the processing
7.
International Journal of
Computer Engineering and Technology (IJCET), ISSN 0976-6367(Print), ISSN 0976 - 6375(Online), Volume 5, Issue 7, July (2014), pp. 55-61 © IAEME 61 REFERENCES [1] Yang Chang, PhD Thesis on “Garbage Collection for Flexible Hard Real-Time Systems University of York, July 2007. [2] Steffen Grarup and Jacob Seligmann: Incremental Mature Garbage Collection, M.Sc. thesis August 1993. Also published as Technical Report DAIMI IR-122, Computer Science Department, Aarhus University, Denmark; September 1994; ftp.daimi.au.dk as pub/thesis/gcthesis.ps.{Z,gz}. [3] Thesis of Pointer Tracking algorithm for DMOS By: Sudarshan N. Patel. [4] Jones, R., Lins, R.: Garbage Collection: Algorithms for Automatic Dynamic Memory Management, Wiley, 1996. [5] Matthias Meyer, An On-Chip Garbage Collection Coprocessor for Embedded Real-Time Systems Proceedings of the 11th IEEE International Conference on Embedded and Real- Time Computing Systems and Applications (RTCSA’05), IEEE Computer Society, 2000. [6] Witawas Srisa-an, Chia-Tien Dan Lo Ji-en Morris Chang Active Memory Processor: A Hardware Garbage Collector for Real-Time Java Embedded Devices at in IEEE TRANSACTIONS ON MOBILE COMPUTING , April-June 2003 Page No. 95. [7] Guang Hu, Zhilei Chai, Shiliang Tu Memory Access Mechanism in Embedded Real-Time Java Processor International Conference on Computer and Automation Engineering Volume : 5 Location: Singapore Print ISBN: 978-1-4244-5585-0, Issue Date : 26-28 Feb. 2010, pp.786. [8] Guang Hu, Zhilei Chai, Wenke Zhao, Shiliang Tu, Towards Garbage Collection Mechanism for RTSJ-Oriented Embedded Java Processor 2010 10th IEEE International Conference on Computer and Information Technology (CIT 2010), Location: Bradford Print ISBN: 978-1-4244-7547-6 On page(s): 1312. [9] E. Ayeh, K. Agbedanu, Y. Morita, O. Adamo, and P. Guturu, “FPGA Implementation of an 8-bit Simple Processor”, 978-1-4244-2077-3/08, IEEE Transactions 2008. [10] Vinay Bk and Sunil MP, “FPGA Based Design Implementation of Orthogonal Frequency Division Multiplexing Transciever Module using VHDL”, International Journal of Advanced Research in Engineering Technology (IJARET), Volume 4, Issue 6, 2013, pp. 70 - 83, ISSN Print: 0976-6480, ISSN Online: 0976-6499. [11] Addanki Purna Ramesh, Dr. A.V.N.Tilak and Dr.A.M.Prasad, “FPGA Based Implementation of Double Precision Floating Point Arithmetic Operations using Verilog”, International Journal of Computer Engineering Technology (IJCET), Volume 3, Issue 2, 2012, pp. 92 - 107, ISSN Print: 0976 – 6367, ISSN Online: 0976 – 6375.
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