Shreepad Panth

dblp:22/9680 · also Shreepad A. Panth · DBLP profile ↗
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20ranked-venue papers
10as first author
0since 2021 · last 2017
0000-0001-6296-8453ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 20 · 10 first-authorApplied, interdisciplinary, general and emerging computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
9 papers
Electronic design automation · 59% Integrated circuit design · 21% Energy-efficient computing · 10%

Topics — the 24 heaviest of 25, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Electronic design automation
physical design
1.782017
Tier Degradation of Monolithic 3-D ICs: A Power Performance Study at Different Technology Nodes · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Shrunk-2-D: A Physical Design Methodology to Build Commercial-Quality Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Adaptive Regression-Based Thermal Modeling and Optimization for Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2016
Electronic design automation › physical design
floorplanning
1.152017
Tier Degradation of Monolithic 3-D ICs: A Power Performance Study at Different Technology Nodes · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Shrunk-2-D: A Physical Design Methodology to Build Commercial-Quality Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Adaptive Regression-Based Thermal Modeling and Optimization for Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2016
Integrated circuit design
3d integration
0.422016
More Power Reduction With 3-Tier Logic-on-Logic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2016
Fast and Accurate Thermal Modeling and Optimization for Monolithic 3D ICs · DAC 2014
Integrated circuit design › 3d integration
monolithic 3d integration
0.342017
Tier Degradation of Monolithic 3-D ICs: A Power Performance Study at Different Technology Nodes · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Shrunk-2-D: A Physical Design Methodology to Build Commercial-Quality Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Adaptive Regression-Based Thermal Modeling and Optimization for Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2016
Electronic design automation
design flow
0.312017
Shrunk-2-D: A Physical Design Methodology to Build Commercial-Quality Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Electronic design automation › design methodology
RTL-to-GDSII flow
0.312017
Tier Degradation of Monolithic 3-D ICs: A Power Performance Study at Different Technology Nodes · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Energy-efficient computing
power-performance tradeoff
0.322017
Power-Performance Study of Block-Level Monolithic 3D-ICs Considering Inter-Tier Performance Variations · DAC 2014
Tier Degradation of Monolithic 3-D ICs: A Power Performance Study at Different Technology Nodes · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2017
Integrated circuit design
low-power circuit design
0.212016
More Power Reduction With 3-Tier Logic-on-Logic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2016
Energy-efficient computing › thermal management
thermal-aware design
0.212016
Adaptive Regression-Based Thermal Modeling and Optimization for Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2016
Processor architecture and microarchitecture › chip multiprocessor
3d chip multiprocessor
0.212015
Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory) · IEEE Trans. Computers 2015
Memory systems
3d-stacked memory
0.212015
Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory) · IEEE Trans. Computers 2015
Integrated circuit design › 3d integration
3D VLSI
0.212015
Tier-partitioning for power delivery vs cooling tradeoff in 3D VLSI for mobile applications · DAC 2015
Processor architecture and microarchitecture
chip multiprocessor
0.212015
Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory) · IEEE Trans. Computers 2015
Electronic design automation › physical design
circuit partitioning
0.212015
Placement-Driven Partitioning for Congestion Mitigation in Monolithic 3D IC Designs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015
Electronic design automation › physical design
placement
0.212015
Placement-Driven Partitioning for Congestion Mitigation in Monolithic 3D IC Designs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015
Electronic design automation › physical design › routing
routing congestion
0.212015
Placement-Driven Partitioning for Congestion Mitigation in Monolithic 3D IC Designs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2015
Integrated circuit design › 3d integration
through-silicon via
0.212015
Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory) · IEEE Trans. Computers 2015
Electronic design automation › physical design › circuit partitioning
tier partitioning
0.212015
Tier-partitioning for power delivery vs cooling tradeoff in 3D VLSI for mobile applications · DAC 2015
Electronic design automation › physical design › floorplanning
thermal-aware floorplanning
0.212014
Fast and Accurate Thermal Modeling and Optimization for Monolithic 3D ICs · DAC 2014
Energy-efficient computing
thermal modeling
0.212014
Fast and Accurate Thermal Modeling and Optimization for Monolithic 3D ICs · DAC 2014
Integrated circuit design
digital circuit design
0.112016
Adaptive Regression-Based Thermal Modeling and Optimization for Monolithic 3-D ICs · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2016
Performance modeling and evaluation
benchmarking
0.112015
Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory) · IEEE Trans. Computers 2015
Performance modeling and evaluation › benchmarking
parallel benchmark
0.112015
Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory) · IEEE Trans. Computers 2015
Energy-efficient computing
thermal management
0.112015
Tier-partitioning for power delivery vs cooling tradeoff in 3D VLSI for mobile applications · DAC 2015

Methods — techniques the papers use, named apart from their topics

nonlinear regression · 0.4process development kit · 0.3degradation modeling · 0.3commercial tool enhancement · 0.3computer-aided design · 0.2compact thermal modeling · 0.2tier partitioning · 0.2routing demand modeling · 0.2min-overflow partitioning · 0.2variation modeling · 0.2
YearPublicationVenuePosition
2017 Shrunk-2-D: A Physical Design Methodology to Build Commercial-Quality Monolithic 3-D ICs
abstract
Monolithic 3-D (M3D) integrated circuits (ICs) are an emerging technology that offer much higher integration densities than previous 3-D IC approaches. In this paper, we present a complete netlist-to-layout design flow to design an M3D block, as well as to integrate 2-D and 3-D blocks into an M3D SoC. This design flow is based on commercial tools built for 2-D ICs, and enhanced with our 3-D specific methodologies. We use the OpenSPARC T2 SoC as a case study, implement it in a 28-nm fully depleted silicon on insulator foundry process, and demonstrate that we can achieve up to 12% and 8% power savings for a single block and SoC, respectively, when compared with their 2-D counterparts implemented using commercial tools.
Shreepad Panth, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.1
2017 Tier Degradation of Monolithic 3-D ICs: A Power Performance Study at Different Technology Nodes
abstract
Monolithic 3-D ICs (M3-D ICs) offer extremely high vertical interconnection density, significantly improving the power-performance envelope when compared to conventional 2-D ICs. However, process limitations lead to one tier having either degraded transistors or interconnects. This paper models the amount of degradation that can be expected at current and future nodes (45, 22, and 10 nm), develops a process development kit using these models to enable evaluation, and presents a block-level M3-D IC RTL-to-GDSII flow that is capable of mitigating some of this degradation. Experimental results indicate that at lower technology nodes, M3-D ICs offer more benefits. Results also indicate that the impact of transistor degradation is diminished at lower technology nodes while the impact of interconnect degradation becomes worse. Overall, perfect M3-D ICs close more than half the gap in the power-performance envelope between 2-D ICs and the “ideal” block-level design. While degraded tiers reduce the benefit of M3-D ICs, our degradation-aware floorplanner gives back up to 17% of the loss, and helps to obtain significant overall benefits compared to 2-D ICs.
Shreepad Panth, Sandeep Kumar Samal, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.1
2016 Adaptive Regression-Based Thermal Modeling and Optimization for Monolithic 3-D ICs
abstract
In this paper, we first present a comprehensive study of the unique thermal behavior in monolithic 3-D integrated circuits (ICs) in contrast to through silicon via-based 3-D ICs. In particular, we study the impact of the thin interlayer dielectric between the device tiers on vertical thermal coupling. We then study and compare the impact of different application-based package structures on the thermal behavior of monolithic 3-D ICs. With these unique properties and behavior, we develop a fast and accurate compact full-chip thermal analysis model based on nonlinear regression technique which adapts to the package structure during development and hence considers it during temperature evaluation. Our model is extremely fast and highly accurate with an error of less than 5%. This model is incorporated into a thermal-aware 3-D-floorplanner that runs without significant runtime overhead. We use the floorplanner with our package-aware thermal model and observe up to 22% reduction in the maximum temperature with insignificant area and performance overhead.
Sandeep Kumar Samal, Shreepad Panth, Kambiz Samadi, Mehdi Saedi, Yang Du 0001, Sung Kyu Lim
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.2
2016 More Power Reduction With 3-Tier Logic-on-Logic 3-D ICs
abstract
Low-power is one of the key driving forces in modern very large scale integration systems. Recent studies show that 3-D integrated circuits (ICs) offer a significant power saving over 2-D ICs. However, these studies are mainly limited to two-tier (2-tier) designs. Thus, in this paper, we extend our target to three-tier (3-tier) 3-D ICs. This paper first shows that the one additional tier available in 3-tier 3-D ICs does offer more power saving compared with their 2-tier 3-D IC counterparts, but more careful floorplanning, through-silicon via management, and block folding considerations are required. Second, we find that the 3-tiers can be bonded in several different ways: 1) face-to-back only; 2) face-to-face and face-to-back combined; and 3) back-to-back and face-to-face combined. This paper shows that these choices pose additional challenges in design optimizations for more power saving. Lastly, we develop effective computer-aided-design solutions that are seamlessly integrated into commercial 2-D IC tools to handle 3-tier 3-D IC power optimization under various bonding style options. With our low-power design methods combined, our 3-tier 3-D ICs provide -14.8% more power reduction over 2-tier 3-D ICs, and -36.0% over 2-D ICs in microprocessor cores under the same performance. In full-chip microprocessors, our 3-tier 3-D ICs provide -27.2% more power reduction over 2-D ICs.
Taigon Song, Shreepad Panth, Yoo-Jin Chae, Sung Kyu Lim
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.2
2015 Tier-partitioning for power delivery vs cooling tradeoff in 3D VLSI for mobile applications
abstract
Power delivery to the tier farthest away from the package in 3D VLSI is challenging. This is because the current provided by the package on the bottom is (1) first used by other tiers before it reaches the top, and (2) delivered using extremely small-size intra and inter-tier vias. Our solution is a tier partitioning method that assigns power hungry cells to the tier closer to the package, which is farther away from the heat spreader. Our study shows that this approach alleviates the IR-drop, power delivery network (PDN) resource usage, and power consumption in the top tier. Moreover, moving the cells to the bottom tier, unlike popular belief, does not cause any serious thermal issues. This is especially true in mobile applications, where heat is dissipated by both the heat spreader and printed circuit board. In summary, our tier-partitioning leads to 24.66% IR-drop reduction, 28.57% PDN resource reduction, and 4% wirelength reduction, with < 1°C increase in temperature.
Shreepad Panth, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
DAC1
2015 Three-Tier 3D ICs for More Power Reduction: Strategies in CAD, Design, and Bonding Selection
abstract
Low-power is one of the key driving forces in modern VLSI systems. Several recent studies show that 3D ICs offer significant power savings over 2D ICs, primarily due to wirelength and buffer saving. However, these existing studies are mainly limited to 2-tier designs. In this paper, our target is extended to 3-tier 3D ICs. Our study first shows that the one additional tier available in 3-tier 3D ICs does offer more power saving compared with their 2-tier 3D IC counterparts, but more careful floorplanning, through-silicon via (TSV) management, and block folding considerations are required. Second, we find that the three tiers can be bonded in different ways: (1) face-to-back only and (2) face-to-face and face-to-back combined. Our study shows that these choices pose additional challenges in design optimizations for more power saving. Lastly, we develop effective CAD solutions that are seamlessly integrated into commercial 2D IC tools to handle 3-tier 3D IC power optimization under various bonding style options. With our low-power design methods combined, our 3-tier 3D ICs provide -14.8% more power reduction over 2-tier 3D ICs and -36.0% over 2D ICs under the same performance.
Taigon Song, Shreepad Panth, Yoo-Jin Chae, Sung Kyu Lim
ICCAD2
2015 Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory)
abstract
This paper describes the architecture, design, analysis, and simulation and measurement results of the 3D-MAPS (3D massively parallel processor with stacked memory) chip built with a 1.5 V, 130 nm process technology and a two-tier 3D stacking technology using 1.2$\micro\hbox{m}$-diameter, 6$\micro \hbox{m}$-height through-silicon vias (TSVs) and$3.4\nbsp\micro\hbox{m}$-diameter face-to-face bond pads. 3D-MAPS consists of a core tier containing 64 cores and a memory tier containing 64 memory blocks. Each core communicates with its dedicated 4KB SRAM block using face-to-face bond pads, which provide negligible data transfer delay between the core and the memory tiers. The maximum operating frequency is 277 MHz and the maximum memory bandwidth is 70.9 GB/s at 277 MHz. The peak measured memory bandwidth usage is 63.8 GB/s and the peak measured power is approximately 4 W based on eight parallel benchmarks.
Dae Hyun Kim 0004, Krit Athikulwongse, Michael B. Healy, Mohammad M. Hossain, Moongon Jung, Ilya Khorosh, Gokul Kumar, Young-Joon Lee, Dean L. Lewis, Tzu-Wei Lin, Chang Liu 0034, Shreepad Panth, Mohit Pathak, Minzhen Ren, Guanhao Shen, Taigon Song, Dong Hyuk Woo, Xin Zhao 0001, Joungho Kim, Ho Choi, Gabriel H. Loh, Hsien-Hsin S. Lee, Sung Kyu Lim
IEEE Trans. Computers12
2015 Placement-Driven Partitioning for Congestion Mitigation in Monolithic 3D IC Designs
abstract
Monolithic 3D (M3D) is an emerging technology that enables integration density which is orders of magnitude higher than that offered by through-silicon-vias. In this paper, we demonstrate that a modified 2D placement technique coupled with a post-placement partitioning step is sufficient to produce high-quality M3D placement solutions. We also present a commercial router-based monolithic intertier via insertion methodology that improves the routability of M3D ICs. We demonstrate that, unlike in 2D ICs, the routing supply and demand in M3D ICs are not completely independent of each other. We develop a routing demand model for M3D ICs, and use it to develop an O(N) min-overflow partitioner that enhances routability by off-loading demand from one tier to another. This technique reduces the routed wirelength and the power delay product by up to 7.44% and 4.31%, respectively. This allows a two-tier M3D IC to achieve, on average, 19.9% and 11.8% improvement in routed wirelength and power delay product over 2D, even with reduced metal layer usage.
Shreepad Panth, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.1
2015 Scan Test of Die Logic in 3-D ICs Using TSV Probing
abstract
Prebond testing of through-silicon-vias (TSVs) and die logic is a significant challenge and a potential roadblock for 3-D integration. Built-in self-test solutions introduce considerable die area overhead. Oversized probe pads on TSVs to provide prebond test access limit both test bandwidth and TSV density. This paper presents a solution to these problems, allowing a probe card to contact TSVs without the need for probe pads, enabling both TSV and prebond scan test. Several possible prebond scan test configurations are shown-they provide varying degrees of test parallelism under design constraints. HSPICE simulations are performed on two logic-on-logic 3-D benchmarks. Results show that the ratio of the number of probe needles available for test access to the number of prebond scan chains determines which prebond scan configuration results in the shortest test time. Maximum prebond scan-in and scan-out shift-clock speeds are determined for dies in a benchmark 3-D design as a function of driver strength and transmission gate width. These clock speeds show that prebond scan test can be performed at a speed that is comparable with scan testing of packaged dies. The maximum clock speed can also be tuned by changing the drive strength of the probe and on-die drivers of the TSV network. Estimates are also provided for peak and average power consumption during prebond scan test for both a high-power pattern per scan chain and an average power pattern per scan chain. On-die area overhead for the proposed method is estimated to be between 1.0% and 2.9% per die for two 3-D benchmarks.
Brandon Noia, Shreepad Panth, Krishnendu Chakrabarty, Sung Kyu Lim
IEEE Trans. Very Large Scale Integr. Syst.2
2014 Power-Performance Study of Block-Level Monolithic 3D-ICs Considering Inter-Tier Performance Variations
abstract
In this paper we study the power vs. performance tradeoff in block-level monolithic 3D IC designs. Our study shows that we can close the power-performance gap between 2D and a theoretical lower bound by up to 50%. We model the inter-tier performance variations caused by a low temperature manufacturing process on the non-bottom tiers. We also model an alternate manufacturing process, where highly resistive tungsten interconnects are used on the bottom tier to withstand a high temperature process on the non-bottom tiers. We propose a variation-aware floorplanning technique that makes our design more tolerant to these variations. We demonstrate that our design methods can help us obtain high quality designs even under inter-tier performance variations.
Shreepad Panth, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
DAC1
2014 Fast and Accurate Thermal Modeling and Optimization for Monolithic 3D ICs
abstract
In this paper, we present a comprehensive study of the unique thermal behavior in monolithic 3D ICs. In particular, we study the impact of the thin inter-layer dielectric (ILD) between the device tiers on vertical thermal coupling. In addition, we develop a fast and accurate compact full-chip thermal analysis model based on non-linear regression technique. Our model is extremely fast and highly accurate with an error of less than 5%. This model is incorporated into a thermal-aware 3D-floorplanner that runs without significant runtime overhead. We observe up to 22% reduction in the maximum temperature with insignificant area and performance overhead.
Sandeep Kumar Samal, Shreepad Panth, Kambiz Samadi, Mehdi Saedi, Yang Du 0001, Sung Kyu Lim
DAC2
2014 Design and CAD methodologies for low power gate-level monolithic 3D ICs
abstract
In a gate-level monolithic 3D IC (M3D), all the transistors in a single logic gate occupy the same tier, and gates in different tiers are connected using nano-scale monolithic inter-tier vias. This design style has the benefit of the superior power-performance quality offered by flat implementations (unlike block-level M3D), and zero total silicon area overhead compared to 2D (unlike transistor-level M3D). In this paper we develop, for the first time, a complete RTL-to-GDSII design flow for gate-level M3D. Our tool flow is based on commercial tools built for 2D ICs and enhanced with our 3D specific methodologies. We use this flow along with a 28nm PDK to build layouts for the OpenSPARC T2 core. Our simulations show that at the same performance, gate-level M3D offers 16% total power reduction with 0% area overhead compared to commercial quality 2D IC designs.
Shreepad Panth, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
ISLPED1
2014 Placement-driven partitioning for congestion mitigation in monolithic 3D IC designs
abstract
Monolithic 3D is an emerging technology that enables integration density which is orders of magnitude higher than that offered by through-silicon-vias (TSV). In this paper we demonstrate that a modified 2D placement technique, coupled with a post-placement partitioning step, is sufficient to produce high quality monolithic 3D placement solutions. We also present a commercial router based monolithic inter-tier via (MIV) insertion methodology that dramatically improves the routability of monolithic 3D-ICs. We develop a routing demand model for monolithic 3D-ICs, and use it to develop an O(N) min-overflow partitioner that enhances routability by off-loading demand from one tier to another. This technique reduces the routed wirelength and the power delay product (PDP) by up to 4% and 4.33% respectively, under the same half-perimeter wirelength. This allows a two-tier monolithic 3D-IC to achieve, on average, 19.2% and 12.1% improvement in routed wirelength and PDP over 2D, even with reduced metal layer usage.
Shreepad Panth, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
ISPD1
2013 High-density integration of functional modules using monolithic 3D-IC technology
abstract
Three dimensional integrated circuits (3D-ICs) have emerged as a promising solution to continue device scaling. They can be realized using Through Silicon Vias (TSVs), or monolithic integration using Monolithic Inter-tier vias (MIVs), an emerging alternative that provides much higher via densities. In this paper, we provide a framework for floorplanning existing 2D IP blocks into 3D-ICs using MIVs. We take the floorplanning solution all the way through place-and-route and report post-layout metrics for area, wirelength, timing, and power consumption. Results show that the wirelength of TSV-based 3D designs outperform 2D designs by upto 14% in large-scale circuits only. MIV-based 3D designs, however, offer an average wirelength improvement of 33% for a wide range of benchmark circuits. We also show that while TSV-based 3D cannot improve the performance and power unless the TSV capacitance is reduced, MIV-based 3D offers significant reduction of upto 33% in the longest path delay and 35% in the inter-block net power.
Shreepad Panth, Kambiz Samadi, Yang Du 0001, Sung Kyu Lim
ASP-DAC1
2013 IsoNet: Hardware-Based Job Queue Management for Many-Core Architectures
abstract
Imbalanced distribution of workloads across a chip multiprocessor (CMP) constitutes wasteful use of resources. Most existing load distribution and balancing techniques employ very limited hardware support and rely predominantly on software for their operation. This paper introduces IsoNet, a hardware-based conflict-free dynamic load distribution and balancing engine. IsoNet is a lightweight job queue manager responsible for administering the list of jobs to be executed, and maintaining load balance among all CMP cores. By exploiting a micro-network of load-balancing modules, the proposed mechanism is shown to effectively reinforce concurrent computation in many-core environments. Detailed evaluation using a full-system simulation framework indicates that IsoNet significantly outperforms existing techniques and scales efficiently to as many as 1024 cores. Furthermore, to assess its feasibility, the IsoNet design is synthesized, placed, and routed in 45-nm VLSI technology. Analysis of the resulting low-level implementation shows that IsoNet's area and power overhead are almost negligible.
Junghee Lee 0004, Chrysostomos Nicopoulos, Hyung Gyu Lee, Shreepad Panth, Sung Kyu Lim, Jongman Kim
IEEE Trans. Very Large Scale Integr. Syst.4
2012 TSV Stress-Aware ATPG for 3D Stacked ICs
abstract
Thermo-mechanical stress due to TSV fabrication processes is a major concern in 3D integration. TSV stress not only degrades the mechanical reliability of 3D ICs but it also affects the electrical properties, such as electron and hole mobility, of the MOS devices surrounding TSVs. Variations in carrier mobility result in a change in the timing profile of the circuit, which has an impact on delay-fault testing. We show quantitatively using the SDQL metric that test quality is significantly reduced if the test patterns are generated with TSV stress-oblivious circuit models. We evaluate the impact on TSV stress on delay testing by considering layouts for several 3D logic-on-logic benchmarks. The test escape rate is higher for processes with lower yields. Our results also indicate that we can improve the test quality by using TSV-stress aware cell libraries in a conventional ATPG flow with commercial tools, with negligible impact on pattern count. We therefore conclude that any detrimental impact of TSV stress on pattern effectiveness and test quality can be overcome by using stress-aware models for test generation.
Sergej Deutsch, Krishnendu Chakrabarty, Shreepad Panth, Sung Kyu Lim
Asian Test Symposium3
2012 Scan test of die logic in 3D ICs using TSV probing
abstract
Pre-bond testing of TSVs and die logic is a significant challenge and a potential roadblock for 3D integration. BIST solutions introduce considerable die area overhead. Oversized probe pads on TSVs to provide pre-bond test access limit both test bandwidth and TSV density. This paper presents a solution to these problems, allowing a probe card to contact TSVs without the need for probe pads, enabling both TSV and pre-bond scan test. Two possible pre-bond scan test configurations are shown - they provide varying degrees of test parallelism. HSPICE simulations are performed on a logic-on-logic 3D benchmark. Results show that the ratio of the number of probe needles available for test access to the number of pre-bond scan chains determines which pre-bond scan configuration results in the shortest test time. Maximum pre-bond scan-in and scan-out shift-clock speeds are determined for dies in a benchmark 3D design. These clock speeds show that pre-bond scan test can be performed quickly, at a speed that is comparable to scan testing of packaged dies. The maximum clock speed can also be tuned by changing the drive strength of the probe and on-die drivers of the TSV network. Estimates are also provided for peak and average power consumption during pre-bond scan test. On-die area overhead for the proposed method is estimated to be between 1.0% and 2.2% for three dies in the 3D stack.
Brandon Noia, Shreepad Panth, Krishnendu Chakrabarty, Sung Kyu Lim
ITC2
2012 Transition delay fault testing of 3D ICs with IR-drop study
abstract
In order to ensure the correctness of 3D ICs, they need to be tested both before and after their individual dies are bonded. All previous works in the area of 3D IC testing consider only stuck-at fault testing. However, 3D ICs also need to be tested for delay defects. In this work, we present a transition delay test infrastructure that can be used to test a 3D IC both before and after bonding. Furthermore, we present a methodology to test the through silicon vias (TSVs) after bonding, without necessitating regeneration of test patterns. Results show that the overhead involved is negligible. In addition, at-speed testing of circuits can suffer from large IR drop problems. In this paper, we also study the IR drop of 3D ICs during transition delay fault testing. We study how different configurations of probe pads affect the pre-bond IR drop. We also study how this IR drop changes from the pre-bond to the post-bond case.
Shreepad Panth, Sung Kyu Lim
VTS1
2011 Designing 3D test wrappers for pre-bond and post-bond test of 3D embedded cores
abstract
3D integration is a promising new technology for tightly integrating multiple active silicon layers into a single chip stack. Both the integration of heterogeneous tiers and the partitioning of functional units across tiers leads to significant improvements in functionality, area, performance, and power consumption. Managing the complexity of 3D design is a significant challenge that will require a system-on-chip approach, but the application of SOC design to 3D necessitates extensions to current test methodology. In this paper, we propose extending test wrappers, a popular SOC DFT technique, into the third dimension. We develop an algorithm employing the Best Fit Decreasing and Kernighan-Lin Partitioning heuristics to produce 3D wrappers that minimize test time, maximize reuse of routing resources across test modes, and allow for different TAM bus widths in different test modes. On average the two variants of our algorithm reuse 93% and 92% of the test wrapper wires while delivering test times of just 0.06% and 0.32% above the minimum.
Dean L. Lewis, Shreepad Panth, Xin Zhao 0001, Sung Kyu Lim, Hsien-Hsin S. Lee
ICCD2
2011 Scan chain and power delivery network synthesis for pre-bond test of 3D ICs
abstract
Pre-bond testing of 3D ICs improves yield by preventing bad dies and/or wafers from being used in the final 3D stack. However, pre-bond testing is challenging because it requires special scan chains and power delivery mechanism. Any 3D scan chains that traverse multiple dies will be fragmentized in each individual die during pre-bond testing. In this paper we study the scan chain and power delivery network synthesis for pre-bond testing of 3D ICs. The testing of individual dies is facilitated by the addition of dedicated probe pads for power delivery and scan IO as a form of design-for-testing. We investigate the impact of scan-chain Through-Silicon-Vias (TSVs) on power consumption and voltage drop. We also study the requirements of power probe pads for power delivery during pre-bond structural test.
Shreepad Panth, Sung Kyu Lim
VTS1