Milos Hrkic

Buffer tree synthesis with consideration of temporal locality, sink polarity requirements, solution cost, congestion, and blockages

We give an overview of a buffer tree synthesis package which pays particular attention to the following issues: routing and buffer blockages, minimization of interconnect and buffer costs, exploitation of temporal locality among the sinks and addressing sink polarity requirements. Experimental results demonstrate the effectiveness of the tool in comparison with previously proposed techniques.

An approach to placement-coupled logic replication

This paper presents a set of techniques for placement-coupled timing-driven logic replication. Two components are at the core of the approach. First, is an algorithm for optimal timing-driven fanin tree embedding; the algorithm is very general in that it can easily incorporate complex objective functions (e.g., placement costs) and can perform embedding on any graph-based target. Second, the replication tree is introduced, which allows to induce large fanin trees from a given circuit, which can then be optimized by the embedder. The authors have built an optimization engine around these two ideas and report promising results for the field-programmable gate array (FPGA) domain including clock period reductions of up to 36% compared with a timing-driven placement from versatile place and route (VPR) (Marquardt , 2000) and almost double the average improvement of local replication (Beraudo and Lillis, 2003). These results are achieved with modest area and runtime overhead. In addition, issues that arise due to reconvergence in the circuit specification are addressed. The authors build on the replication tree idea and enhance the timing-driven fanin tree embedding algorithm to optimize subcritical paths, yielding even better delay improvements

S-Tree: a technique for buffered routing tree synthesis

We present the S-Tree algorithm for synthesis of buffered interconnects. The approach incorporates a unique combination of real-world issues (handling of routing and buffer blockages, cost minimization, critical sink isolation, sink polarities), robustness and scalability. The algorithm is able to achieve the slack comparable to that of buffered P-Tree [7] using less resources (wire and buffers) in an order of magnitude less cpu time.

Buffered Steiner trees for difficult instances

Buffer insertion has become an increasingly critical optimization in high performance design. The problem of finding a delay-optimal buffered Steiner tree has been an active area of research, and excellent solutions exist for most instances. However, current approaches fail to adequately solve a particular class of real-world “difficult” instances which are characterized by a large number of sinks, variations in sink criticalities, and varying polarity requirements. We propose a new Steiner tree construction called C-Tree for these instance types. When combined with van Ginneken style buffer insertion, C-Tree achieves higher quality solutions with fewer resources compared to traditional approaches.

Fast and flexible buffer trees that navigate the physical layout environment

Buffer insertion is an increasingly critical optimization for achieving timing closure, and the number of buffers required increases significantly with technology migration. It is imperative for an automated buffer insertion algorithm to be able to efficiently optimize tens of thousands of nets. One must also be able to effectively navigate the existing layout, including handling large blockages, blockages with holes specifically for buffers, specially allocated buffer blocks, placement porosity, and routing congestion. The algorithm must also be flexible enough to know when to use and when not to use expensive layout resources. Although several previous works have addressed buffer insertion in the presence of blockages, this is the first to present a complete solution that can manage the physical layout environment.

A fast algorithm for identifying good buffer insertion candidate locations

Van Ginnekens algorithm [18] for performing buffer insertion is a classic in the field, since it optimally solves the problem subject to a set of fixed buffer insertion candidate locations for a given Steiner topology. The generation of these candidate locations is typically performed by dividing the routed wires into small uniformly sized pieces [1]. However, certain regions of the layout are generally more attractive to place buffers than others, e.g., sparse regions are preferred to dense ones. This work presents a fast, shortest path based algorithm to identify good candidate buffer insertion locations to be passed to van Ginnekens algorithm. Our experiments show that the buffers inserted significantly improve the overall design density with virtually no impact on either CPU time or buffered net delays.

Techniques for improved placement-coupled logic replication

Several recent papers have utilized logic replication driven by placement-level timing analysis for improving clock period (e.g., [1], [8], [18], and [2]). All of these papers demonstrated, through various optimization strategies, the potential of the basic technique of replication. In this paper we propose a number of techniques aimed at more fully realizing this potential within the framework employed in [8]. As reported in [7], there are situations in which the approach of [8] fails to yield significant additional improvement due largely to the effects of reconvergence in the netlist. We suggest the use of rectilinear Steiner arborescence embedding as a tool for overcoming this limitation. We also propose techniques for fanout partitioning and cell relocation which are cognizant of both wirelength and timing impact for improved solution quality. We report the effect of other techniques including new replication cost computation, lower-bounding of achievable clock period, and wirelength estimation. We have implemented and experimented with these techniques in FPGA domain. In many cases we were able to approach a fixed flip-flop lower-bound on achievable clock period. Promising experimental results are reported with average 17.4% (up to 39.9%) delay reduction compared with the timing-driven placement from VPR[16] and average 9.3% (up to 37.2%) reduction compared with the basic fanin tree embedder from [8].

Simultaneous driver sizing and buffer insertion using a delay penalty estimation technique

To achieve timing closure in a placed design, buffer insertion and driver sizing are two of the most effective transforms that can be applied. Since the driver-sizing solution and the buffer-insertion solution affect each other, suboptimal solutions may result if these techniques are applied sequentially instead of simultaneously. We show how to simply extend van Ginnekens buffer-insertion algorithm to simultaneously incorporate driver sizing and introduce the idea of a delay penalty to encapsulate the effect of driver sizing on the previous stage. The delay penalty can be precomputed efficiently via dynamic programming. Experimental results show that using driver sizing with a delay-penalty function obtains designs with superior timing and area characteristics.

An Approach to Placement-Coupled Logic Replication

This paper presents a set of techniques for placement-coupled timing-driven logic replication. Two components are at the core of the approach. First, is an algorithm for optimal timing-driven fanin tree embedding; the algorithm is very general in that it can easily incorporate complex objective functions (e.g., placement costs) and can perform embedding on any graph-based target. Second, the replication tree is introduced, which allows to induce large fanin trees from a given circuit, which can then be optimized by the embedder. The authors have built an optimization engine around these two ideas and report promising results for the field-programmable gate array (FPGA) domain including clock period reductions of up to 36% compared with a timing-driven placement from versatile place and route (VPR) (Marquardt , 2000) and almost double the average improvement of local replication (Beraudo and Lillis, 2003). These results are achieved with modest area and runtime overhead. In addition, issues that arise due to reconvergence in the circuit specification are addressed. The authors build on the replication tree idea and enhance the timing-driven fanin tree embedding algorithm to optimize subcritical paths, yielding even better delay improvements