{"id":85947,"date":"2025-10-29T08:00:25","date_gmt":"2025-10-29T15:00:25","guid":{"rendered":"https:\/\/phisonblog.com\/?p=85947"},"modified":"2025-11-03T10:29:47","modified_gmt":"2025-11-03T18:29:47","slug":"optimize-retail-operations-with-the-power-of-ssds-and-ai","status":"publish","type":"post","link":"https:\/\/phisonblog.com\/zh\/optimize-retail-operations-with-the-power-of-ssds-and-ai\/","title":{"rendered":"\u5229\u7528\u56fa\u6001\u786c\u76d8\u548c\u4eba\u5de5\u667a\u80fd\u4f18\u5316\u96f6\u552e\u8fd0\u8425\u2014\u2014\u6700\u65b0\u7248"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;100%&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_line_height=&#8221;1.7em&#8221; header_3_line_height=&#8221;1.7em&#8221; custom_margin=&#8221;||-10px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span data-contrast=\"auto\">To succeed in retail today, organizations must be able to quickly process the massive amounts of data coming into their business and use it with the latest technologies\u2014such as artificial intelligence (AI) and real-time analytics\u2014to continuously improve:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><span data-contrast=\"auto\">Customer experiences<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Operations and supply chain management<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Competitor analysis and market trends forecasting<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Staying competitive means driving massive data\u2014the lifeblood of any organization\u2014with the high-performance computing and low latency that solid state drives (SSDs) deliver and extracting insights with AI tools, such as large language models (LLMs). <\/span><a href=\"https:\/\/www.gartner.com\/en\/industries\/retail-digital-transformation\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">According to Gartner,<\/span><\/a><span data-contrast=\"auto\"> 91% of retail IT leaders surveyed are prioritizing AI as the top technology to implement by 2026.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3>How SSDs and AI can help retailers thrive<\/h3>\n<p><span data-contrast=\"auto\">The more challenging your retail operations become\u2014the more advanced and scalable your IT solutions need to be. From small businesses to large enterprises, modernizing your IT is essential for ensuring efficiency, agility, and competitiveness. SSDs offer faster data access and improved reliability, significantly reducing downtime and accelerating transactions. Combined with AI and real-time analytics, retailers can streamline inventory management, predict market trends, and enhance customer experiences.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<div class=\"banner_wrapper\" style=\"height: 83px;\"><div class=\"banner  banner-85951 bottom vert custom-banners-theme-default_style\" style=\"\"><img decoding=\"async\" width=\"1080\" height=\"150\" src=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2025\/05\/retail-ssd-banner.jpg\" class=\"attachment-full size-full\" alt=\"\" style=\"height: 83px;\" srcset=\"https:\/\/phisonblog.com\/wp-content\/uploads\/2025\/05\/retail-ssd-banner.jpg 1080w, https:\/\/phisonblog.com\/wp-content\/uploads\/2025\/05\/retail-ssd-banner-980x136.jpg 980w, https:\/\/phisonblog.com\/wp-content\/uploads\/2025\/05\/retail-ssd-banner-480x67.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1080px, 100vw\" \/><a class=\"custom_banners_big_link\" href=\"https:\/\/phisonblog.com\/how-data-is-transforming-the-retail-customer-experience-and-how-ssds-can-help\/\"><\/a><div class=\"banner_caption\" style=\"\"><div class=\"banner_caption_inner\"><div class=\"banner_caption_text\" style=\"\">Read: How Data Is Transforming the Retail Customer Experience and How SSDs Can Help<\/div><\/div><\/div><\/div><\/div>\n<p>&nbsp;<\/p>\n<h3>SSD storage is an essential piece of your IT strategy<\/h3>\n<p><span data-contrast=\"auto\">Data is only going to get bigger, and the hard disk drives (HDDs) of the past cannot lower latency, speed access, and tier data coming in from all points of your business\u2014much less help you increase profits with valuable insights. SSDs give you the robust capabilities you need to significantly optimize retail operations with:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><span data-contrast=\"auto\">Faster access to inventory databases, point-of-sale (POS) system and customer data.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Reduced downtime and loading times for applications, websites and in-store systems.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Consistent operations, especially during peak times; SSDs are less prone to mechanical failure than traditional HDDs.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Energy efficiency as SSDs consume less power than HDDs, which can lower operational costs and align with sustainability goals.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Real-time inventory tracking and management.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Advanced encryption to protect sensitive customer and business data, crucial for maintaining trust and compliance with data protection regulations.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Big data analytics that drive decision-making; SSDs provide the performance needed to process large datasets quickly.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><b><i><span data-contrast=\"auto\">LLMs are the transformative tools you need to stay competitive<\/span><\/i><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">LLMs,<\/span> <span data-contrast=\"auto\">which are foundational in the development of AI-driven applications such as chatbots and virtual assistants, also generate the actionable insights that help you improve operations and increase profitability with:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><b><span data-contrast=\"auto\">Demand forecasting<\/span><\/b><span data-contrast=\"auto\"> \u2014 Optimize inventory levels using historical sales data, market trend analytics and data from external factors like weather or economic conditions.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Price optimization<\/span><\/b><span data-contrast=\"auto\"> \u2014 Analyze competitor pricing, customer demand and inventory to set dynamic strategies.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Personalized marketing<\/span><\/b><span data-contrast=\"auto\"> \u2014 Create personalized marketing campaigns that target individual preferences and behaviors.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Supply chain efficiency<\/span><\/b><span data-contrast=\"auto\"> \u2014 Predict potential disruptions, identify inefficiencies and recommend improvements that reduce costs and lead to faster delivery times.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Fraud detection and prevention<\/span><\/b><span data-contrast=\"auto\"> \u2014 Identify unusual patterns in transaction data to detect and prevent fraudulent activities.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Operational efficiency <\/span><\/b><span data-contrast=\"auto\">\u2014 Optimize workforce management; predict peak times and ensure adequate staffing levels; streamline logistics and warehouse operations and reduce waste.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Phison offers innovative SSDs and AI solutions ideally suited for retail operations<\/h3>\n<p><span data-contrast=\"auto\">For over two decades, Phison has been at the forefront of storage innovation, developing unrivalled controller expertise and crafting NAND flash storage solutions that power enterprise applications globally with customized design solutions and turnkey SSDs. Phison engineering continues to take SSD technology to the next level with solutions such as:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><a href=\"https:\/\/www.phison.com\/en\/aidaptiv-plus-ai-data-storage-solution\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">aiDAPTIV+<\/span><\/a><span data-contrast=\"auto\">\u00a0 \u2014 Turnkey hybrid hardware\/software that uses cost-effective NAND flash to increase access to LLM training, allowing control of data on-premises. Organizations can train large data models without adding staff and infrastructure, and scale linearly with its data training and time requirements.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/phisonblog.com\/phison-introduces-pascari-brand-and-launches-x200-ssd-for-enterprise-market\/\"><span data-contrast=\"none\">Pascari<\/span><\/a><span data-contrast=\"auto\"> \u2014 Enterprise-focused SSD series suited for high-performance computing (HPC), AI, hyperscale and data center applications that demand the highest data throughput.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.phison.com\/en\/imagin-plus-platform-customized-nand-flash-storage-solutions-and-asic-design-services\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">IMAGIN<\/span><span data-contrast=\"none\">+<\/span><\/a><span data-contrast=\"auto\"> \u2014 Collaboration platform and design services that let you partner with Phison to customize storage solutions to your specific requirements.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Boost data processing, improve scalability, and enhance your decision-making capabilities with the latest technologies from Phison. <\/span><a href=\"https:\/\/www.phison.com\/en\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Learn more &gt;<\/span><\/a><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559738&quot;:150,&quot;335559739&quot;:150}\">\u00a0<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;100%&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><strong>Frequently Asked Questions (FAQ) :<\/strong><\/h3>\n<p>[\/et_pb_text][et_pb_toggle title=&#8221;How do SSDs improve retail POS speed and uptime?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"TextRun SCXW128078431 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW128078431 BCX0\">SSDs reduce read and write latency compared to HDDs, allowing POS systems and inventory databases to respond faster and remain stable during peak shopping hours. They also have no moving parts, which lowers failure rates and minimizes downtime across both in-store and online operations.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;Why replace HDDs if they still work?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"NormalTextRun SCXW41708307 BCX0\">While HDDs can store <\/span><span class=\"NormalTextRun SCXW41708307 BCX0\">large amounts<\/span><span class=\"NormalTextRun SCXW41708307 BCX0\"> of data, they struggle with the speed and latency demands of modern retail systems. SSDs handle high input\/output workloads and support rapid data tiering, making them ideal for real-time analytics and AI-driven decision-making.<\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;What are the top business outcomes from adopting SSDs in retail?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"TextRun SCXW20547988 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW20547988 BCX0\">Retailers see faster transactions, reduced loading times, better consistency during high traffic periods, lower energy use, real-time inventory visibility, stronger encryption, and quicker data analytics that support better strategic decisions.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;How does AI (especially LLMs) apply to day-to-day retail?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"TextRun SCXW65121826 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW65121826 BCX0\">AI and large language models enhance demand forecasting, dynamic pricing, customer personalization, supply chain management, fraud detection, and workforce optimization. They turn vast datasets into actionable insights that improve both profitability and customer experience.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;Is AI really a priority for retail IT through 2026?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"TextRun SCXW228626751 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW228626751 BCX0\">Yes, AI is becoming essential for competitiveness in retail. Most IT leaders are prioritizing AI adoption to streamline operations, reduce costs, and enhance the customer journey through smarter data use.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;How does Phison\u2019s aiDAPTIV+ help retailers adopt LLMs without high costs?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"TextRun SCXW13191322 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW13191322 BCX0\">aiDAPTIV<\/span><span class=\"NormalTextRun SCXW13191322 BCX0\">+ combines hardware and software in a turnkey solution built on efficient NAND technology. It enables on-premises LLM training that scales linearly, reducing the need for extensive cloud infrastructure while keeping sensitive retail data in-house.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;Which Phison SSD line supports high-throughput retail analytics and AI workloads?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"TextRun SCXW101637807 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW101637807 BCX0\">The Pascari enterprise SSD family is designed for HPC, AI, hyperscale, and data center applications. It delivers sustained throughput and low latency, ideal for real-time analytics and AI inference in large retail environments.<\/span><\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;Can Phison customize SSD solutions for specific retail or edge requirements?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"NormalTextRun SCXW42511604 BCX0\">Yes. Through the IMAGIN+ co-design program, <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW42511604 BCX0\">Phison<\/span><span class=\"NormalTextRun SCXW42511604 BCX0\"> collaborates directly with retailers to develop tailored SSD solutions that meet specific workloads, performance goals, and compliance requirements.<\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;Beyond speed, what other operational benefits do SSDs bring?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"NormalTextRun SCXW261913294 BCX0\">SSDs improve energy efficiency, support real-time data synchronization, and enhance data security with advanced encryption. These advantages lower operating costs and support sustainability goals while <\/span><span class=\"NormalTextRun SCXW261913294 BCX0\">maintaining<\/span><span class=\"NormalTextRun SCXW261913294 BCX0\"> consistent system performance.<\/span><\/p>\n<p>[\/et_pb_toggle][et_pb_toggle title=&#8221;What\u2019s the first step to modernize retail IT for AI readiness?&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span class=\"NormalTextRun SCXW105352280 BCX0\">Start by upgrading to SSD-based infrastructure to ensure the speed and reliability <\/span><span class=\"NormalTextRun SCXW105352280 BCX0\">required<\/span><span class=\"NormalTextRun SCXW105352280 BCX0\"> for AI and analytics. Once the storage foundation is in place, <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW105352280 BCX0\">layer on<\/span><span class=\"NormalTextRun SCXW105352280 BCX0\"> AI-driven tools for forecasting, dynamic pricing, and fraud prevention to maximize ROI.<\/span><\/p>\n<p>[\/et_pb_toggle][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To succeed in retail today, organizations must be able to quickly process the massive amounts of data coming into their business and use it with the latest technologies\u2014such as artificial intelligence (AI) and real-time analytics\u2014to continuously improve:\u00a0 Customer experiences\u00a0 Operations and supply chain management\u00a0 Competitor analysis and market trends forecasting\u00a0 Staying competitive means driving massive [&hellip;]<\/p>\n","protected":false},"author":69,"featured_media":85957,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"categories":[120,23,116],"tags":[22],"class_list":["post-85947","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-all-posts","category-featured","tag-long-content"],"acf":[],"_links":{"self":[{"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/posts\/85947","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/users\/69"}],"replies":[{"embeddable":true,"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/comments?post=85947"}],"version-history":[{"count":10,"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/posts\/85947\/revisions"}],"predecessor-version":[{"id":87597,"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/posts\/85947\/revisions\/87597"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/media\/85957"}],"wp:attachment":[{"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/media?parent=85947"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/categories?post=85947"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phisonblog.com\/zh\/wp-json\/wp\/v2\/tags?post=85947"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}