NDLI: DA Vision 2015: From Here to Eternity

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Heterogeneous Hardware/Software Acceleration of the BWA-MEM DNA Alignment Algorithm

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DA Vision 2015: From Here to Eternity

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FEMTO: Fast Error Analysis in Multipliers through Topological Traversal

Pairwise Proximity-Based Features for Test Escape Screening

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Simultaneous Guiding Template Optimization and Redundant Via Insertion for Directed Self-Assembly

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Fast Lagrangian Relaxation Based Gate Sizing using Multi-Threading

Asynchronous QDI Circuit Synthesis from Signal Transition Protocols

SPOCK: Static Performance Analysis and Deadlock Verification for Efficient Asynchronous Circuit Synthesis

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From Robust Chip to Smart Building: CAD Algorithms and Methodologies for Uncertainty Analysis of Building Performance

Security Analysis of Proactive Participation of Smart Buildings in Smart Grid

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Variation-Aware Adaptive Tuning for Nanophotonic Interconnects

Threshold Logic Synthesis Based on Cut Pruning

TEI-Turbo: Temperature Effect Inversion-Aware Turbo Boost for FinFET-Based Multi-Core Systems

Detailed-Routability-Driven Analytical Placement for Mixed-Size Designs with Technology and Region Constraints

High Performance Global Placement and Legalization Accounting for Fence Regions

POLAR 3.0: An Ultrafast Global Placement Engine

Exploiting Non-Critical Steiner Tree Branches for Post-Placement Timing Optimization

A Flexible Architecture for Systematic Implementation of SoC Security Policies

ConFirm: Detecting Firmware Modifications in Embedded Systems using Hardware Performance Counters

Quantifying Timing-Based Information Flow in Cryptographic Hardware

Detecting Hardware Trojans in Unspecified Functionality Using Mutation Testing

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Co-Learning Bayesian Model Fusion: Efficient Performance Modeling of Analog and Mixed-Signal Circuits Using Side Information

STAVES: Speedy Tensor-Aided Volterra-Based Electronic Simulator

Simulation of Noise in Neurons and Neuronal Circuits

Acceleration of Nested Conditionals on CGRAs via Trigger Scheme

Smartphone Analysis and Optimization based on User Activity Recognition

Perception-Aware Power Management for Mobile Games via Dynamic Resolution Scaling

A Unified Stochastic Model for Energy Management in Solar-Powered Embedded Systems

Machine Learning-Based Energy Management in a Hybrid Electric Vehicle to Minimize Total Operating Cost

A Contract Design Approach for Colocation Data Center Demand Response

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Full-chip Inter-die Parasitic Extraction in Face-to-Face-Bonded 3D ICs

Power-Down Circuit Synthesis for Analog/Mixed-Signal

Statistical Learning in Chip (SLIC)

Dynamic Machine Learning Based Matching of Nonvolatile Processor Microarchitecture to Harvested Energy Profile

Architectural Requirements for Energy Efficient Execution of Graph Analytics Applications

Bit-Write-Reducing and Error-Correcting Code Generation by Clustering Error-Correcting Codewords for Non-Volatile Memories

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A universal ordered NoC design platform for shared-memory MPSoC

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Transient Noise Bounds using Vectorless Power Grid Verification

1-Bit Compressed Sensing Based Framework for Built-in Resonance Frequency Prediction Using On-Chip Noise Sensors

Graph-based Dynamic Analysis: Efficient Characterization of Dynamic Timing and Activity Distributions

A General Framework for Efficient Performance Analysis of Acyclic Asynchronous Pipelines

A Novel Entropy Production Based Full-Chip TSV Fatigue Analysis

Three-Tier 3D ICs for More Power Reduction: Strategies in CAD, Design, and Bonding Selection

Optimization of FinFET-based circuits using a dual gate pitch technique

Redundancy based Interconnect Duplication to Mitigate Soft Errors in SRAM-based FPGAs

Hardware Accelerator Design for Data Centers

Modern Big Data Analytics for "Old-fashioned" Semiconductor Industry Applications

Effective CAD Research in the Sea of Papers

Dynamically Resilient and Agile Fine-Grained Replication Configuration

Property-Directed Synthesis of Reactive Systems from Safety Specifications

Efficient Transistor-Level Symbolic Timing Simulation Using Cached Partial Circuit States

On-Chip Generation of Uniformly Distributed Constrained-Random Stimuli for Post-Silicon Validation

Reducing Post-Silicon Coverage Monitoring Overhead with Emulation and Bayesian Feature Selection

ApproxEigen: An Approximate Computing Technique for Large-Scale Eigen-Decomposition

Modeling and Mitigation of Extra-SoC Thermal Coupling Effects and Heat Transfer Variations in Mobile Devices

Just Enough is More: Achieving Sustainable Performance in Mobile Devices under Thermal Limitations

Learning-Based Power Modeling of System-Level Black-Box IPs

Mixed Cell-Height Implementation for Improved Design Quality in Advanced Nodes

GasStation: Power and Area Efficient Buffering for Multiple Power Domain Design

Scalable Detailed Placement Legalization for Complex Sub-14nm Constraints

A General and Exact Routing Methodology for Digital Microfluidic Biochips

TAU 2015 Contest on Incremental Timing Analysis: Incremental Timing and CPPR Analysis

iTimerC 2.0: Fast Incremental Timing and CPPR Analysis

OpenTimer: A High-Performance Timing Analysis Tool

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Overview of the 2015 CAD Contest at ICCAD

ICCAD 2015 Contest in 3D Interlayer Cooling Optimized Network

ICCAD-2015 CAD Contest in Large-scale Equivalence Checking and Function Correction and Benchmark Suite

ICCAD-2015 CAD Contest in Incremental Timing-driven Placement and Benchmark Suite

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DA Vision 2015: From Here to Eternity

Content Provider	ACM Digital Library
Author	Kalla, Priyank Potkonjak, Miodrag Chen, Deming Levitan, Steven P.
Abstract	Design automation (DA) is at a historical moment where it has a chance -- after mathematics, statistics, and computer science -- to establish itself as the fourth universal approach with widespread applications in a variety of scientific, engineering, and economic domains. We start by outlining some of the most important research contributions and industrial applications of the design automation; we identify key conceptual DA techniques and describe how they interact to form synthesis and analysis flows. Next, we discuss the most attractive emerging and pending DA domains by analyzing several recent technologies, applications, and conceptual trends. Our emphasis is not just on the most challenging research or the most lucrative application areas but also on the technological trends relevant to DA. Furthermore, we elaborate on the types of new DA techniques and tools that are required for further fundamental progress and improved practical relevance. In order to provide a balanced picture of DA, we also identify the most pronounced dangers in false starts and false research in DA. Finally, we briefly discuss the need for a DA educational reform and community social reorganization that are beneficial for rapid and impactful research and development contributions.
Starting Page	271
Ending Page	277
Page Count	7
File Format	PDF
ISBN	9781467383899
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2015-11-02
Access Restriction	Subscribed
Subject Keyword	Aengineering Design automation Machine learning Science Statistics
Content Type	Text
Resource Type	Article

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