{"title":"Droplet-trace-based array partitioning and a pin assignment algorithm for the automated design of digital microfluidic biochips","authors":"Tao Xu, K. Chakrabarty","doi":"10.1145/1176254.1176283","DOIUrl":"https://doi.org/10.1145/1176254.1176283","url":null,"abstract":"Microfluidics-based biochips combine electronics with biology to open new application areas such as point-of-care medical diagnostics, on-chip DNA analysis, and automated drug discovery. Bioassays are mapped to microfluidic arrays using synthesis tools, and they are executed through the manipulation of sample and reagent droplets by electrical means. Most prior work on CAD for biochips has assumed independent control of electrodes using a large number of (electrical) input pins. Such solutions are not feasible for low-cost disposable biochips that are envisaged for many field applications. A more promising design strategy is to divide the microfluidic array into smaller partitions and use a small number of electrodes to control the electrodes in each partition. We propose a partitioning algorithm based on the concept of \"droplet trace\", which is extracted from the scheduling and droplet routing results produced by a synthesis tool. An efficient pin assignment method, referred to as the \"Connect-5 algorithm\", is combined with the array partitioning technique based on droplet traces. The array partitioning and pin assignment methods are evaluated using a set of multiplexed bioassays.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117171008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Kejariwal, A. Veidenbaum, A. Nicolau, M. Girkar, Xinmin Tian, Hideki Saito
{"title":"Challenges in exploitation of loop parallelism in embedded applications","authors":"A. Kejariwal, A. Veidenbaum, A. Nicolau, M. Girkar, Xinmin Tian, Hideki Saito","doi":"10.1145/1176254.1176298","DOIUrl":"https://doi.org/10.1145/1176254.1176298","url":null,"abstract":"Embedded processors have been increasingly exploiting hardware parallelism. Vector units, multiple processors or cores, hyper-threading, special-purpose accelerators such as DSPs or cryptographic engines, or a combination of the above have appeared in a number of processors. They serve to address the increasing performance requirements of modern embedded applications. How this hardware parallelism can be exploited by applications is directly related to the amount of parallelism inherent in a target application. In this paper we evaluate the performance potential of different types of parallelism, viz., true thread-level parallelism, speculative thread- level parallelism and vector parallelism, when executing loops. Applications from the industry-standard EEMBC 1.1, EEMBC 2.0 and the MiBench embedded benchmark suites are analyzed using the Intel C compiler. The results show what can be achieved today, provide upper bounds on the performance potential of different types of thread parallelism, and point out a number of issues that need to be addressed to improve performance. The latter include parallelization of libraries such as libc and design of parallel algorithms to allow maximal exploitation of parallelism. The results also point to the need for developing new benchmark suites more suitable to parallel compilation and execution.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129813716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Promises and challenges of mobile embedded system:: an industry perspective","authors":"N. Woo","doi":"10.1145/1176254.1176257","DOIUrl":"https://doi.org/10.1145/1176254.1176257","url":null,"abstract":"Recent trends of IT industry include mobile/portable solution, integration and faster time-to-market. These trends impose many interesting challenges to embedded system development both in hardware and software. In this talk, we will first identify some of the challenges. Then, we will present both the current status and plans of Samsung Electronics (in particular, Samsung Semiconductor) to address and overcome the challenges.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122011290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dongwan Shin, A. Gerstlauer, J. Peng, R. Dömer, D. Gajski
{"title":"Automatic generation of transaction level models for rapid design space exploration","authors":"Dongwan Shin, A. Gerstlauer, J. Peng, R. Dömer, D. Gajski","doi":"10.1145/1176254.1176272","DOIUrl":"https://doi.org/10.1145/1176254.1176272","url":null,"abstract":"Transaction-level modeling has been touted to improve simulation performance and modeling efficiency for early design space exploration. But no tools are available to generate such transaction-level models from abstract input descriptions. Designers have to write such models manually, which is a tedious and error-prone task, and one of bottlenecks in improving designer's productivity. In this paper, we propose a method to generate transaction-level models from virtual architecture models where components communicate via abstract message-passing channels. We have applied our approach to a set of industrial-strength examples with a wide range of target architectures. Experimental results show that significant productivity gains can be achieved, demonstrating the effectiveness and benefits of our approach for rapid, early exploration of communication design space.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128001556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. D. Nuovo, M. Palesi, Davide Patti, G. Ascia, V. Catania
{"title":"Fuzzy decision making in embedded system design","authors":"A. D. Nuovo, M. Palesi, Davide Patti, G. Ascia, V. Catania","doi":"10.1145/1176254.1176309","DOIUrl":"https://doi.org/10.1145/1176254.1176309","url":null,"abstract":"The use of Application Specific Instruction-set Processors (ASIP) is a solution to the problem of increasing complexity in embedded systems design. One of the major challenges in ASIP design is Design Space Exploration (DSE), because of the heterogeneity of the objectives and parameters involved. Typically DSE is a multi- objective search problem, where performance, power, area, etc. are the different optimization criteria. The output of a DSE strategy is a set of candidate design solutions called a Pareto-optimal set. Choosing a solution for system implementation from the Pareto- optimal set can be a difficult task, generally because Pareto-optimal sets can be extremely large or even contain an infinite number of solutions. In this paper we propose a methodology to assist the decision-maker in analysis of the solutions to multi-objective problems. By means of fuzzy clustering techniques, it finds the reduced Pareto subset, which best represents all the Pareto solutions. This optimal subset will be used for further and more accurate (but slower) analysis. As a real application example we address the optimization of area, performance, and power of a VLIW-based embedded system.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128118939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A formal approach to robustness maximization of complex heterogeneous embedded systems","authors":"A. Hamann, R. Racu, R. Ernst","doi":"10.1145/1176254.1176267","DOIUrl":"https://doi.org/10.1145/1176254.1176267","url":null,"abstract":"Embedded system optimization typically considers objectives such as cost, timing, buffer sizes and power consumption. Robustness criteria, i.e. sensitivity of the system to variations of properties like execution and transmission delays, input data rates, CPU clock rates, etc., has found less attention despite its practical relevance. In this paper we introduce robustness metrics and propose an algorithm considering these metrics in design space exploration and system optimization. The algorithm can optimize for static and for dynamic robustness, the latter including system or designer reactions to property variations. We explain several applications ranging from platform optimization to critical component identification. By means of extensive experiments we show that design space exploration pursuing classical design goals does not necessarily yield robust systems, and that our method leads to systems with significantly higher design robustness.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128639596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Key technologies for the next generation wireless communications","authors":"Kyung-Ho Kim","doi":"10.1145/1176254.1176319","DOIUrl":"https://doi.org/10.1145/1176254.1176319","url":null,"abstract":"The principal objectives of next generation wireless communication are the delivery of higher data rate services including video, audio, data and voice signals with worldwide compatibility. The promise of new radio spectrum encouraged the world's mobile telecommunication operators to pay very high prices for 3G licenses. Most 3G systems is arranged to operate in 2 GHz frequency band. The 4G represents the next development stages of cellular evolution beyond 3G, and offers an ideal basis and bandwidth to provide more efficient cellular multicast services. At present, 4G exists only in the conceptual framework to discuss and address future high-speed network and handset requirements. In this context, we address the following important topics such as key technologies of wireless communication system, main standardization trends of next generation and major implementation issues for wireless SOC.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131351213","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multi-processor system design with ESPAM","authors":"Hristo Nikolov, T. Stefanov, E. Deprettere","doi":"10.1145/1176254.1176306","DOIUrl":"https://doi.org/10.1145/1176254.1176306","url":null,"abstract":"For modern embedded systems, the complexity of embedded applications has reached a point where the performance requirements of these applications can no longer be supported by embedded system architectures based on a single processor. Thus, the emerging embedded System-on-Chip platforms are increasingly becoming multiprocessor architectures. As a consequence, two major problems emerge, i.e., how to design and how to program such multiprocessor platforms in a systematic and automated way in order to reduce the design time and to satisfy the performance needs of applications executed on these platforms. Unfortunately, most of the current design methodologies and tools are based on Register Transfer Level (RTL) descriptions, mostly created by hand. Such methodologies are inadequate, because creating RTL descriptions of complex multiprocessor systems is error-prone and time consuming. As an efficient solution to these two problems, in this paper we propose a methodology and techniques implemented in a tool called ESPAM for automated multiprocessor system design and implementation. ESPAM moves the design specification from RTL to a higher, so called system level of abstraction. We explain how starting from system level platform, application, and mapping specifications, a multiprocessor platform is synthesized and programmed in a systematic and automated way. Furthermore, we present some results obtained by applying our methodology and ESPAM tool to automatically generate multiprocessor systems that execute a real-life application, namely a Motion-JPEG encoder.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130605546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Accurate yet fast modeling of real-time communication","authors":"G. Schirner, R. Dömer","doi":"10.1145/1176254.1176273","DOIUrl":"https://doi.org/10.1145/1176254.1176273","url":null,"abstract":"Accurate modeling of communication is a necessary part of system level design for real-time safety-critical applications. For efficient prediction of a system's performance, transaction level modeling (TLM) is often used which increases the simulation speed by orders of magnitude. The speed advantage, however, comes at the cost of low accuracy. In this paper, we use a novel modeling technique, called result oriented modeling (ROM), which yields 100% accuracy in timing, yet approaches the same speed as traditional TLM. ROM also abstracts away internal details of the communication but, in contrast to TLM, fully maintains accurate timing. ROM optimistically predicts the timing and retroactively takes corrective measures, if necessary. In this paper, we compare the ROM technique to TLM at different levels of abstraction, using a controller area network (CAN) bus example. Our results show that ROM yields a simulation speedup close to the traditional TLM, yet exhibits the same timing accuracy as a bus functional model. Thus, for safety-critical real-time applications, ROM is a viable replacement for the inaccurate TLM.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134070962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A multiprocessing approach to accelerate retargetable and portable dynamic-compiled instruction-set simulation","authors":"W. Qin, Joseph D'Errico, Xinping Zhu","doi":"10.1145/1176254.1176302","DOIUrl":"https://doi.org/10.1145/1176254.1176302","url":null,"abstract":"Traditionally, instruction-set simulators (ISS's) are sequential programs running on individual processors. Besides the advances of simulation techniques, ISS's have been mainly driven by the continuously improving performance of single processors. However, since the focus of processor manufacturers is shifting from frequency scaling to multiprocessing, ISS developers need to seize this opportunity for further performance growth. This paper proposes a multiprocessing approach to accelerate one class of dynamic- compiled ISS's. At the heart of the approach is a simulation engine capable of mixed interpretative and compiled simulation. The engine selects frequently executed target code blocks and translates them into dynamically loaded libraries (DLLs), which are then linked to the engine at run time. While the engine performs simulation on one processor, the translation tasks are distributed among several assistant processors. Our experiment results using SPEC CINT2000 benchmarks show that this approach achieves on average 197 million instructions per second (MIPS) for the MIPS32 IS A and 133 MIPS for the ARM V4 ISA. Compared with the uniprocessing configuration under the same general approach, multiprocessing offers higher performance and improved speed consistency. To our best knowledge, this is the first reported approach that uses multiprocessing to accelerate functional simulation.","PeriodicalId":370841,"journal":{"name":"Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS '06)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124050878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}