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Accelerating Electromigration Aging: Fast Failure Detection for Nanometer ICs
For practical testing and detection of electromigration (EM) induced failures in dual damascene copper interconnects, one critical issue is creating stressing conditions to induce the chip to fail exclusively under EM in a very short period of time so that EM sign-off and validation can be carried o...
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Published in: | IEEE transactions on computer-aided design of integrated circuits and systems 2020-04, Vol.39 (4), p.885-894 |
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description | For practical testing and detection of electromigration (EM) induced failures in dual damascene copper interconnects, one critical issue is creating stressing conditions to induce the chip to fail exclusively under EM in a very short period of time so that EM sign-off and validation can be carried out efficiently. Existing acceleration techniques, which rely on increasing temperature and current densities beyond the known limits, also accelerate other reliability effects making it very difficult, if not impossible, to test EM in isolation. In this paper, we propose novel EM wear-out acceleration techniques to address the aforementioned issue. First, we show that multisegment interconnects with reservoir and sink structures can be exploited to significantly speedup the EM wear-out process. Based on this observation, we propose three strategies to accelerate EM induced failure: 1) reservoir-enhanced acceleration; 2) sink-enhanced acceleration; and 3) a hybrid method that combines both reservoir and sink structures. We then propose several configurable interconnect structures that exploit atomic reservoirs and sinks for accelerated EM testing. Such configurable interconnect structures are very flexible and can be used to achieve significant lifetime reductions at the cost of some routing resources. Using the proposed technique, EM testing can be carried out at nominal current densities, and at a much lower temperature compared to traditional testing methods. This is the most significant contribution of this paper since, to our knowledge, this is the only method that allows EM testing to be performed in a controlled environment without the risk of invoking other reliability effects that are also accelerated by elevated temperature and current density. The simulation results show that using the proposed method, we can reduce the EM lifetime of a chip from ten years down to a few hours (about {10^{5}} \times acceleration) under the 150 °C temperature limit, which is sufficient for practical EM testing of typical nanometer CMOS ICs. |
doi_str_mv | 10.1109/TCAD.2019.2907908 |
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Existing acceleration techniques, which rely on increasing temperature and current densities beyond the known limits, also accelerate other reliability effects making it very difficult, if not impossible, to test EM in isolation. In this paper, we propose novel EM wear-out acceleration techniques to address the aforementioned issue. First, we show that multisegment interconnects with reservoir and sink structures can be exploited to significantly speedup the EM wear-out process. Based on this observation, we propose three strategies to accelerate EM induced failure: 1) reservoir-enhanced acceleration; 2) sink-enhanced acceleration; and 3) a hybrid method that combines both reservoir and sink structures. We then propose several configurable interconnect structures that exploit atomic reservoirs and sinks for accelerated EM testing. Such configurable interconnect structures are very flexible and can be used to achieve significant lifetime reductions at the cost of some routing resources. Using the proposed technique, EM testing can be carried out at nominal current densities, and at a much lower temperature compared to traditional testing methods. This is the most significant contribution of this paper since, to our knowledge, this is the only method that allows EM testing to be performed in a controlled environment without the risk of invoking other reliability effects that are also accelerated by elevated temperature and current density. The simulation results show that using the proposed method, we can reduce the EM lifetime of a chip from ten years down to a few hours (about <inline-formula> <tex-math notation="LaTeX">{10^{5}} \times </tex-math></inline-formula> acceleration) under the 150 °C temperature limit, which is sufficient for practical EM testing of typical nanometer CMOS ICs.</description><identifier>ISSN: 0278-0070</identifier><identifier>EISSN: 1937-4151</identifier><identifier>DOI: 10.1109/TCAD.2019.2907908</identifier><identifier>CODEN: ITCSDI</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Accelerated testing ; Accelerated tests ; Acceleration ; atomic reservoirs ; atomic sinks ; back-end reliability ; CMOS ; Current density ; Electromigration ; failure analysis ; Failure detection ; High temperature ; Integrated circuits ; Interconnections ; interconnects ; Reliability ; Reservoirs ; Risk management ; Solid modeling ; Stress ; stressing conditions ; Testing ; Wear ; Wires</subject><ispartof>IEEE transactions on computer-aided design of integrated circuits and systems, 2020-04, Vol.39 (4), p.885-894</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c402t-dc32dbaa4ed359433770855da71d79448d2105ac1c86e32bdec1734403e3aaf33</citedby><cites>FETCH-LOGICAL-c402t-dc32dbaa4ed359433770855da71d79448d2105ac1c86e32bdec1734403e3aaf33</cites><orcidid>0000-0001-7465-1824 ; 0000-0001-7474-3366 ; 0000-0003-2119-6869</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8675443$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,54796</link.rule.ids></links><search><creatorcontrib>Sadiqbatcha, Sheriff</creatorcontrib><creatorcontrib>Sun, Zeyu</creatorcontrib><creatorcontrib>Tan, Sheldon X.-D.</creatorcontrib><title>Accelerating Electromigration Aging: Fast Failure Detection for Nanometer ICs</title><title>IEEE transactions on computer-aided design of integrated circuits and systems</title><addtitle>TCAD</addtitle><description>For practical testing and detection of electromigration (EM) induced failures in dual damascene copper interconnects, one critical issue is creating stressing conditions to induce the chip to fail exclusively under EM in a very short period of time so that EM sign-off and validation can be carried out efficiently. Existing acceleration techniques, which rely on increasing temperature and current densities beyond the known limits, also accelerate other reliability effects making it very difficult, if not impossible, to test EM in isolation. In this paper, we propose novel EM wear-out acceleration techniques to address the aforementioned issue. First, we show that multisegment interconnects with reservoir and sink structures can be exploited to significantly speedup the EM wear-out process. Based on this observation, we propose three strategies to accelerate EM induced failure: 1) reservoir-enhanced acceleration; 2) sink-enhanced acceleration; and 3) a hybrid method that combines both reservoir and sink structures. We then propose several configurable interconnect structures that exploit atomic reservoirs and sinks for accelerated EM testing. Such configurable interconnect structures are very flexible and can be used to achieve significant lifetime reductions at the cost of some routing resources. Using the proposed technique, EM testing can be carried out at nominal current densities, and at a much lower temperature compared to traditional testing methods. This is the most significant contribution of this paper since, to our knowledge, this is the only method that allows EM testing to be performed in a controlled environment without the risk of invoking other reliability effects that are also accelerated by elevated temperature and current density. 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(IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0001-7465-1824</orcidid><orcidid>https://orcid.org/0000-0001-7474-3366</orcidid><orcidid>https://orcid.org/0000-0003-2119-6869</orcidid></search><sort><creationdate>20200401</creationdate><title>Accelerating Electromigration Aging: Fast Failure Detection for Nanometer ICs</title><author>Sadiqbatcha, Sheriff ; Sun, Zeyu ; Tan, Sheldon X.-D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c402t-dc32dbaa4ed359433770855da71d79448d2105ac1c86e32bdec1734403e3aaf33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Accelerated testing</topic><topic>Accelerated tests</topic><topic>Acceleration</topic><topic>atomic reservoirs</topic><topic>atomic sinks</topic><topic>back-end reliability</topic><topic>CMOS</topic><topic>Current density</topic><topic>Electromigration</topic><topic>failure analysis</topic><topic>Failure detection</topic><topic>High temperature</topic><topic>Integrated circuits</topic><topic>Interconnections</topic><topic>interconnects</topic><topic>Reliability</topic><topic>Reservoirs</topic><topic>Risk management</topic><topic>Solid modeling</topic><topic>Stress</topic><topic>stressing conditions</topic><topic>Testing</topic><topic>Wear</topic><topic>Wires</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sadiqbatcha, Sheriff</creatorcontrib><creatorcontrib>Sun, Zeyu</creatorcontrib><creatorcontrib>Tan, Sheldon X.-D.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Xplore</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE transactions on computer-aided design of integrated circuits and systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sadiqbatcha, Sheriff</au><au>Sun, Zeyu</au><au>Tan, Sheldon X.-D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Accelerating Electromigration Aging: Fast Failure Detection for Nanometer ICs</atitle><jtitle>IEEE transactions on computer-aided design of integrated circuits and systems</jtitle><stitle>TCAD</stitle><date>2020-04-01</date><risdate>2020</risdate><volume>39</volume><issue>4</issue><spage>885</spage><epage>894</epage><pages>885-894</pages><issn>0278-0070</issn><eissn>1937-4151</eissn><coden>ITCSDI</coden><abstract>For practical testing and detection of electromigration (EM) induced failures in dual damascene copper interconnects, one critical issue is creating stressing conditions to induce the chip to fail exclusively under EM in a very short period of time so that EM sign-off and validation can be carried out efficiently. Existing acceleration techniques, which rely on increasing temperature and current densities beyond the known limits, also accelerate other reliability effects making it very difficult, if not impossible, to test EM in isolation. In this paper, we propose novel EM wear-out acceleration techniques to address the aforementioned issue. First, we show that multisegment interconnects with reservoir and sink structures can be exploited to significantly speedup the EM wear-out process. Based on this observation, we propose three strategies to accelerate EM induced failure: 1) reservoir-enhanced acceleration; 2) sink-enhanced acceleration; and 3) a hybrid method that combines both reservoir and sink structures. We then propose several configurable interconnect structures that exploit atomic reservoirs and sinks for accelerated EM testing. Such configurable interconnect structures are very flexible and can be used to achieve significant lifetime reductions at the cost of some routing resources. Using the proposed technique, EM testing can be carried out at nominal current densities, and at a much lower temperature compared to traditional testing methods. This is the most significant contribution of this paper since, to our knowledge, this is the only method that allows EM testing to be performed in a controlled environment without the risk of invoking other reliability effects that are also accelerated by elevated temperature and current density. The simulation results show that using the proposed method, we can reduce the EM lifetime of a chip from ten years down to a few hours (about <inline-formula> <tex-math notation="LaTeX">{10^{5}} \times </tex-math></inline-formula> acceleration) under the 150 °C temperature limit, which is sufficient for practical EM testing of typical nanometer CMOS ICs.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TCAD.2019.2907908</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-7465-1824</orcidid><orcidid>https://orcid.org/0000-0001-7474-3366</orcidid><orcidid>https://orcid.org/0000-0003-2119-6869</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Accelerated testing Accelerated tests Acceleration atomic reservoirs atomic sinks back-end reliability CMOS Current density Electromigration failure analysis Failure detection High temperature Integrated circuits Interconnections interconnects Reliability Reservoirs Risk management Solid modeling Stress stressing conditions Testing Wear Wires |
title | Accelerating Electromigration Aging: Fast Failure Detection for Nanometer ICs |
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