Buffer Assignment Algorithms on Data Driven ASICs

نویسندگان

  • Mitrajit Chatterjee
  • Savita Banerjee
  • Dhiraj K. Pradhan
چکیده

ÐData driven architectures have significant potential in the design of high performance ASICs. By exploiting the inherent parallelism in the application, these architectures can maximize pipelining. The key consideration involved with the design of a data driven ASIC is ensuring that throughput is maximized while a relatively low area is maintained. Optimal throughput can be realized by ensuring that all operands arrive simultaneously at their corresponding operator node. If this condition is achieved, the underlying data flow graph is said to be balanced. If the initial data flow graph is unbalanced, buffers must be inserted to prevent the clogging of the pipeline along the shorter paths. A novel algorithm for the assignment of buffers in a data flow graph is proposed. The method can also be applied to achieve wave-pipelining in digital systems under certain restrictions. The algorithm uses a new application of the retiming technique; the number of buffers here is shown to be equal to the minimum number of buffers achieved by integer programming techniques. We also discuss an extension of this algorithm which can further reduce the number of buffers by altering the DFG without affecting functionality or performance. The time complexities of the proposed algorithms are O(V E) and O(V 2 logV), respectively, a considerable improvement over the existing strategies. Also proposed is a novel buffer distribution algorithm that exploits a unique feature of data driven operation. This procedure maximizes throughput by inserting substantially fewer buffers than other techniques. Experimental results show that the proposed algorithms outperform the existing methods. Index TermsÐApplication specific integrated circuits, data driven architecture, data flow graph, throughput, buffers, wave-pipelining.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Data Path Processing in Fast Programmable Routers

Internet is growing at a fast pace. The link speeds are surging toward 40 Gbps with the emergence of faster link technologies. New applications are coming up which require intelligent processing at the intermediate routers. Switches and routers are becoming the bottlenecks in fast communication. On one hand faster links deliver more packets every second and on the other hand intelligent process...

متن کامل

Wear-Aware Algorithms for PCM-Based Database Buffer Pools

PCM can be used to overcome the capacity limit and energy issues of conventional DRAM-based main memory. This paper explores how the database buffer manager can deal with the write endurance problem, which is unique to PCM-based buffer pools and not considered by conventional buffer algorithms. We introduce a range of novel buffer algorithms addressing this problem, called wear-aware buffer alg...

متن کامل

Robust Scheduling for Berth Allocation and Quay Crane Assignment Problem

Decision makers must face the dynamism and uncertainty of real-world environments when they need to solve the scheduling problems. Different incidences or breakdowns, for example, initial data could change or some resources could become unavailable, may eventually cause the infeasibility of the obtained schedule. To overcome this issue, a robust model and a proactive approach are presented for ...

متن کامل

High Level Synthesis of Data Driven

A novel approach to high level synthesis of AsIcs based on a data driven execution model is presented. The synthesis procedure is directed at prodncing highly parallel Aslcs providing high throughput through pipelining. The major benefits of our approach are its potential for higher speed, ease of design, ease of verification and testing.

متن کامل

Personal Credit Score Prediction using Data Mining Algorithms (Case Study: Bank Customers)

Knowledge and information extraction from data is an age-old concept in scientific studies. In industrial decision-making processes, the application of this concept gives rise to data-mining opportunities. Personal credit scoring is an ever-vital tool for banking systems in order to manage and minimize the inherent risks of the financial sector, thus, the design and improvement of credit scorin...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • IEEE Trans. Computers

دوره 49  شماره 

صفحات  -

تاریخ انتشار 2000