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2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)最新文献

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A Power Delivery Network and Cell Placement Aware IR-Drop Mitigation Technique: Harvesting Unused Timing Slacks to Schedule Useful Skews 电力输送网络和小区放置感知ir下降缓解技术:收集未使用的时间松弛来调度有用的倾斜
Pub Date : 2017-10-03 DOI: 10.1109/ISVLSI.2017.55
Lakshmi Bhamidipati, B. Gunna, H. Homayoun, Avesta Sasan
This paper, presents a novel technique for reducing the intensity of IR hot-spots by leveraging the unused timing slacks to schedule useful skews. The peak current minimization problem is reformulated into a collection of smaller problems of reducing the peak current of each via-stack in the on-chip Power Delivery Network (PDN). In addition to timing information, it considers the PDN and cell placement information while scheduling the clock arrival times. Hence, while reducing the peak current, it effectively reduces the intensity the IR hot- spots. Application of the proposed solution to a selected number of IWLS benchmarks reduces the peak IR-drop by ±35%, and peak current by ±37%.
本文提出了一种利用未使用的时序松弛来调度有用的偏斜来降低红外热点强度的新技术。在片上电力传输网络(PDN)中,峰值电流最小化问题被重新表述为降低每个过孔堆栈的峰值电流的更小问题的集合。除了定时信息外,它还在调度时钟到达时间时考虑PDN和单元放置信息。因此,在降低峰值电流的同时,有效地降低了红外热点的强度。将所提出的解决方案应用于选定数量的IWLS基准测试,可将峰值ir下降降低±35%,峰值电流降低±37%。
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引用次数: 11
Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks 利用星形细胞-神经元网络评估fpga的自我修复
Pub Date : 2017-07-20 DOI: 10.1109/ISVLSI.2017.80
Shvan Karim, J. Harkin, L. McDaid, B. Gardiner, Junxiu Liu, D. Halliday, A. Tyrrell, J. Timmis, Alan G. Millard, Anju P. Johnson
This paper presents a hardware based implementation of a biologically-faithful astrocyte-based selfrepairing mechanism for Spiking Neural Networks. Spiking Astrocyte-neuron Networks (SANNs) are a new computing paradigm which capture the key mechanisms of how the human brain performs repairs. Using SANN in hardware affords the potential for realizing computing architecture that can self-repair. This paper demonstrates that Spiking Astrocyte Neural Network (SANN) in hardware have a resilience to significant levels of faults. The key novelty of the paper resides in implementing an SANN on FPGAs using fixed-point representation and demonstrating graceful performance degradation to different levels of injected faults via its self-repair capability. A fixed-point implementation of astrocyte, neurons and tripartite synapses are presented and compared against previous hardware floating-point and Matlab software implementations of SANN. All results are obtained from the SANN FPGA implementation and show how the reduced fixedpoint representation can maintain the biologically-realistic repair capability
本文提出了一种基于星形胶质细胞的脉冲神经网络自修复机制的硬件实现。星形细胞-神经元网络(sann)是一种新的计算范式,它捕捉了人类大脑如何进行修复的关键机制。在硬件中使用SANN提供了实现可以自我修复的计算体系结构的可能性。本文证明了硬件中的星形胶质细胞神经网络(SANN)对显著水平的故障具有弹性。本文的关键新颖之处在于在fpga上使用定点表示实现SANN,并通过其自我修复能力展示不同级别注入故障的优雅性能退化。提出了星形胶质细胞、神经元和三方突触的定点实现,并与以往的硬件浮点和Matlab软件实现进行了比较。所有的结果都是从SANN FPGA实现中获得的,并显示了减少的不动点表示如何保持生物真实的修复能力
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引用次数: 13
AEGLE's Cloud Infrastructure for Resource Monitoring and Containerized Accelerated Analytics AEGLE的用于资源监控和容器化加速分析的云基础设施
Pub Date : 2017-07-20 DOI: 10.1109/ISVLSI.2017.70
Konstantina Koliogeorgi, Dimosthenis Masouros, Georgios Zervakis, S. Xydis, Tobias Becker, G. Gaydadjiev, D. Soudris
This paper presents the cloud infrastructure of the AEGLE project, that targets to integrate cloud technologies together with heterogeneous reconfigurable computing in large scale healthcare systems for Big Bio-Data analytics. AEGLEs engineering concept brings together the hot big-data engines with emerging acceleration technologies, putting the basis for personalized and integrated health-care services, while also promoting related research activities. We introduce the design of AEGLE’s accelerated infrastructure along with the corresponding software and hardware acceleration stacks to support various big data analytics workloads showing that through effective resource containerization AEGLE’s cloud infrastructure is able to support high heterogeneity regarding to storage types, execution engines, utilized tools and execution platforms. Special care is given to the integration of high performance accelerators within the overall software stack of AEGLE’s infrastructure, which enable efficient execution of analytics, up to 140× according to our preliminary evaluations, over pure software executions.
本文介绍了AEGLE项目的云基础设施,其目标是将云技术与大型医疗保健系统中的异构可重构计算集成在一起,用于大生物数据分析。AEGLEs工程概念将热门的大数据引擎与新兴的加速技术结合在一起,为个性化和综合医疗保健服务奠定基础,同时也促进了相关的研究活动。我们介绍了AEGLE的加速基础设施设计以及相应的软件和硬件加速堆栈,以支持各种大数据分析工作负载,表明通过有效的资源容器化,AEGLE的云基础设施能够支持存储类型、执行引擎、使用的工具和执行平台的高度异构。特别注意的是,在AEGLE基础架构的整个软件堆栈中集成了高性能加速器,根据我们的初步评估,它可以有效地执行分析,比纯软件执行高140倍。
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引用次数: 6
On Tolerating Faults of TSV/Microbumps for Power Delivery Networks in 3D IC 三维集成电路输电网TSV/微凸点容错研究
Pub Date : 2017-07-20 DOI: 10.1109/ISVLSI.2017.86
Sheng-Hsin Fang, Chang-Tzu Lin, Wei-Hsun Liao, Chien-Chia Huang, Li-Chin Chen, Hung-Ming Chen, I-Hsuan Lee, D. Kwai, Yung-Fa Chou
In 3DIC design, we may face the problem in manufacturing faults of through silicon vias (TSVs) and microbumps, and it will cause insufficient power delivery and eventually result in fatal error of functioning. In this work, we propose a power TSV/microbump fault tolerance scheme to resolve this issue. First, we use a fast heuristic to predict the worst IR-drop distribution under a given faulty rate by analyzing power simulation results. Next, we use an incremental repair method to enhance power delivery network until reaching the given target IR-drop. The experimental results show that our methodology is effective in power delivery network enhancement in TSV/microbump DFM.
在3DIC设计中,我们可能会面临通过硅通孔(tsv)和微凸点的制造故障问题,这将导致功率输出不足,最终导致致命的功能错误。在这项工作中,我们提出了一个功率TSV/微碰撞容错方案来解决这个问题。首先,通过分析功率仿真结果,采用快速启发式方法预测给定故障率下的最坏ir降分布。接下来,我们使用增量修复方法来增强供电网络,直到达到给定的目标ir下降。实验结果表明,该方法对TSV/微碰撞DFM的输电网络增强是有效的。
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引用次数: 1
Area and Delay Efficient Design of a Quantum Bit String Comparator 量子比特串比较器的面积和延迟效率设计
Pub Date : 2017-07-03 DOI: 10.1109/ISVLSI.2017.130
H. Babu, Lafifa Jamal, S. V. Dibbo, A. Biswas
This paper presents a new technique of magnitudecomparator for quantum bit string comparison. In the proposedmethod, the comparison between two quantum bit strings isperformed with the optimum number of operations. We have alsoshown that the proposed technique has time complexityO(( + )), whereas the best known existing technique hasO(nlog n),where n is the number of quantum bits. In addition, wehave proposed another technique to produce a compact quantumcomparator circuit. We have also introduced three new quantumgates with unique unitary matrices which represent the proposedquantum circuit more compactly than the existing quantumgates. The proposed comparator circuit has been designed usingthe proposed quantum bit comparator circuit named MidpointQubits Comparison (MQC) Circuit and another proposedquantum bit comparator circuit named Rest Qubits Comparison(RQC) Circuit. The comparative study shows that the proposedcomparator circuit outperforms the existing comparators; e.g.,the proposed 64-qubit comparator improves 7.19% on number ofquantum gates, area and delay; and 50.39% on garbage outputsover the existing best one
提出了一种用于量子比特串比较的幅度比较器新技术。在该方法中,以最优的运算次数对两个量子比特串进行比较。我们还表明,所提出的技术具有时间复杂度yo((+)),而最著名的现有技术具有o (nlog n),其中n是量子比特的数量。此外,我们提出了另一种技术来生产紧凑的量子比较器电路。我们还引入了三个新的量子门,它们具有唯一的酉矩阵,比现有的量子门更紧凑地表示所提出的量子电路。所提出的比较器电路采用所提出的量子比特比较器电路MidpointQubits Comparison(MQC) circuit和另一种量子比特比较器电路Rest Qubits Comparison(RQC) circuit设计。对比研究表明,所提出的比较器电路优于现有的比较器;例如,所提出的64量子位比较器在量子门数量、面积和延迟方面提高了7.19%;垃圾产量比现有最佳产量提高50.39%
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引用次数: 2
Architecting SOT-RAM Based GPU Register File 基于SOT-RAM的GPU寄存器文件架构
Pub Date : 2017-07-03 DOI: 10.1109/ISVLSI.2017.17
Sparsh Mittal, R. Bishnoi, Fabian Oboril, Haonan Wang, M. Tahoori, Adwait Jog, J. Vetter
With increase in GPU register file (RF) size, its power consumption has also increased. Since RF exists at the highest level in cache hierarchy, designing it with memories with high write latency/energy (e.g., spin transfer torque RAM) can lead to large energy loss. In this paper, we present an spin orbit torque RAM (SOT-RAM) based RF design which provides higher energy efficiency than SRAM and STT-RAM RFs while maintaining performance same as that of SRAM RF. To further improve energy efficiency of SOT-RAM based RF, we propose avoiding redundant bit-writes to RF. Compared to SRAM RF, SOT-RAM RF saves 18.6% energy and by using our technique for avoiding redundant writes, the energy saving can be increased to 44.3%, without harming performance.
随着GPU寄存器文件(RF)大小的增加,其功耗也随之增加。由于RF存在于缓存层次结构的最高层,因此将其设计为具有高写入延迟/能量的存储器(例如,自旋转移扭矩RAM)可能导致大的能量损失。在本文中,我们提出了一种基于自旋轨道扭矩RAM (SOT-RAM)的射频设计,它提供了比SRAM和STT-RAM射频更高的能量效率,同时保持了与SRAM射频相同的性能。为了进一步提高基于SOT-RAM的射频的能量效率,我们建议避免对射频进行冗余的比特写入。与SRAM RF相比,SOT-RAM RF节省18.6%的能量,并且通过使用我们的技术来避免冗余写入,节能可以增加到44.3%,而不会损害性能。
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引用次数: 6
Capacitor Mismatch Calibration Technique to Improve the SFDR of 14-Bit SAR ADC 提高14位SAR ADC SFDR的电容失配校准技术
Pub Date : 2017-07-03 DOI: 10.1109/ISVLSI.2017.97
Hua Fan, F. Maloberti, Dagang Li, Daqian Hu, Yuanjun Cen, H. Heidari
This paper presents mismatch calibration technique to improve the SFDR in a 14-bit successive approximation register (SAR) analog-to-digital converter (ADC) for wearable electronics application. Behavioral Monte-Carlo simulations are applied to demonstrate the effect of the proposed method where no complex digital calibration algorithm or auxiliary calibration DAC needed. Simulation results show that with a mismatch error typical of modern technology, the SFDR is enhanced by more than 20 dB with the proposed technique for a 14-bit SAR ADC.
本文提出了一种用于可穿戴电子器件的14位逐次逼近寄存器(SAR)模数转换器(ADC)的错配校准技术,以改善其SFDR。行为蒙特卡罗模拟应用证明了该方法的效果,不需要复杂的数字校准算法或辅助校准DAC。仿真结果表明,在存在现代技术中常见的失配误差的情况下,对于一个14位SAR ADC,采用该方法可使SFDR提高20 dB以上。
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引用次数: 4
Detection of Layout-Level Trojans by Monitoring Substrate with Preexisting Built-in Sensors 利用预先存在的内置传感器监测基板检测布局级木马
Pub Date : 2017-07-03 DOI: 10.1109/ISVLSI.2017.58
Leonel Acunha Guimaraes, R. P. Bastos, L. Fesquet
The mass production of secure circuits demands nowadays new testing methods able to detect the possible existence of hardware Trojans, which might be even a slight layout alteration. This paper proposes a new method for the detection of Trojans by exploiting preexisting current sensors that are originally built in system's subcircuits as online-testing devices for detecting radiation- or laser-induced transient currents. In the proposed method, the sensor operates as an offline-testing mechanism to provide digital signatures of the subcircuit's substrate after injection of current pulses into MOSFET body terminals. Simulation results considering process variations demonstrate the effectiveness of the method on detecting gate- and layout-level Trojans.
如今,安全电路的大规模生产需要新的测试方法来检测硬件木马的可能存在,甚至可能是一个轻微的布局改变。本文提出了一种检测木马的新方法,该方法利用预先存在的电流传感器,这些传感器最初是内置在系统的子电路中,作为检测辐射或激光诱导的瞬态电流的在线测试设备。在提出的方法中,传感器作为离线测试机制工作,在向MOSFET体终端注入电流脉冲后提供子电路基板的数字签名。考虑工艺变化的仿真结果证明了该方法在检测门级和布图级木马上的有效性。
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引用次数: 8
A Multi-Gbps Fully Pipelined Layered Decoder for IEEE 802.11n/ac/ax LDPC Codes IEEE 802.11n/ac/ax LDPC码的多gbps全流水线分层解码器
Pub Date : 2017-07-03 DOI: 10.1109/ISVLSI.2017.42
Saleh Usman, Mohammad M. Mansour, A. Chehab
This paper presents a fully pipelined layered decoder architecture for IEEE 802.11 n/ac/ax LDPC codes, free of idle cycles. Several decoder architectures for such codes have emerged in the literature featuring throughputs in the multi- Gbps range. The proposed architecture surpasses the highest reported throughput for IEEE 802.11 n/ac/ax LDPC codes. This is achieved 1) algorithmically, by implementing the layered LDPC decoding schedule, and 2) architecturally, by optimizing register-based memories for IEEE 802.11n/ac LDPC codes and implementing an idle-cycle-free pipelined single-codeword datapath decoder. Register-based memories provide full bandwidth access to read and write all messages of a layer in one clock cycle. Single-codeword processing in the datapath significantly reduces memory overhead compared to other architectures that process multiple codewords to boost throughput at the expense of a larger footprint. The proposed architecture is synthesized in 40 nm CMOS process for IEEE 802.11 n/ac, rate 1/2 LDPC codes. The decoder occupies an area of 0.38 mm2, runs at a frequency of 780 MHz, and achieves a throughput of 4.2 Gbps.
本文提出了一种完全流水线的分层解码器结构,用于IEEE 802.11 n/ac/ax LDPC码,无空闲周期。这类代码的几种解码器架构已经在文献中出现,其吞吐量在多Gbps范围内。所提出的架构超过了IEEE 802.11 n/ac/ax LDPC码的最高吞吐量。这在算法上是通过实现分层LDPC解码计划实现的,在架构上是通过优化IEEE 802.11n/ac LDPC码的基于寄存器的存储器和实现无空闲周期的流水线式单码字数据路径解码器实现的。基于寄存器的存储器提供全带宽访问,在一个时钟周期内读取和写入一层的所有消息。与其他处理多个码字以提高吞吐量的体系结构相比,数据路径中的单码字处理显著降低了内存开销,但代价是占用更大的内存空间。该架构采用40nm CMOS工艺合成,适用于IEEE 802.11 n/ac,速率为1/2的LDPC码。该解码器占地0.38 mm2,运行频率为780 MHz,吞吐量为4.2 Gbps。
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引用次数: 2
STBC: Side Channel Attack Tolerant Balanced Circuit with Reduced Propagation Delay STBC:具有减少传播延迟的侧信道容错平衡电路
Pub Date : 2017-07-03 DOI: 10.1109/ISVLSI.2017.22
Hyunmin Kim, Seokhie Hong, B. Preneel, I. Verbauwhede
Side channel attacks exploit the physical properties of integrated circuits to extract sensitive information. They are becoming increasingly important in the context of the deployment of the Internet of Things. One of the most effective countermeasures consists of modifying the logic circuits to reduce the leakage through side channels. This paper presents a novel side channel attack tolerant balanced circuit (STBC) based on a dynamic and differential configuration. Its main feature is the use of an improved binary decision diagram (BDD) with a multi-output function and internal gate sharing to reduce the implementation area. Compared to the earlier proposed dual-rail pre-charge circuit with binary decision diagram (DP-BDD) technique, an area reduction of 13.7% is achieved. A fixed versus random t-test shows that STBC obtains a substantial reduction in information leakage even though small peak exists. Further, its input variable dependence is comparable with that of a normal CMOS circuit and similar with DP-BDD.
侧信道攻击利用集成电路的物理特性来提取敏感信息。在物联网部署的背景下,它们变得越来越重要。最有效的对策之一是修改逻辑电路以减少侧通道的漏电。提出了一种基于动态差分结构的侧信道容错平衡电路(STBC)。它的主要特点是使用了改进的二进制决策图(BDD),具有多输出功能和内部门共享,以减少实现面积。与先前提出的采用二元决策图(DP-BDD)技术的双轨预充电电路相比,该电路的面积减少了13.7%。固定与随机t检验表明,即使存在小峰值,STBC也能大幅减少信息泄漏。此外,其输入变量依赖性与普通CMOS电路相当,与DP-BDD相似。
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引用次数: 8
期刊
2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
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