LCA14: LCA14-309: FSF GCC 4.10

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Resource: LCA14 Name: LCA14-309: FSF GCC 4.10 Date: 05-03-2014 Speaker: Maxim Kuvyrkov

Maxim Kuvyrkov, LCA14, Macau
LCA14-309: FSF GCC 4.10

• Performance
• Correctness
• Parity
• Energy
• AArch64
Themes

• LTO (Link-Time Optimizations)
• Make sure it works for AArch32 and AArch64
• Need machines with 8GB+ RAM for native
• Donate machines to lead community developers?
• RA (Register Allocation)
• LRA
• Rematerialization
• AArch64 performance
• New scheduling pipeline descriptions
• New RTX cost models
Performance

• Bugs reported by member companies
• Worst kind
• How can we deliver seamless compiler experience to our clients?
• Bugs reported by community
• Good kind
• Encourage community to fix bugs
• Bugs found within Linaro
• Best kind
• Automated testing bots
Correctness

• Feature parity
• What are main missing features compared to x86?
• Does every single feature have to be supported?
• Optimization parity
• arm-linux-gnueabi -fno-<optimization> => 5% drop
• i686-linux-gnu -fno-<optimization> => 8% drop
• optimization provides 8% on x86, but only 5% on ARM
• Where are extra 3% of performance?
Parity

Energy

• AArch64 Performance
• AArch64 Correctness
• AArch64 Parity
AArch64

• Performance
• Correctness
• Parity
• Energy
• AArch64
Themes (reality)

• Candy for ideas
• Candy for critiques
• Candy for striking out another theme
Discussion

More about Linaro Connect: http://connect.linaro.org
More about Linaro: http://www.linaro.org/about/
More about Linaro engineering: http://www.linaro.org/engineering/
Linaro members: www.linaro.org/members

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Session ID: HKG18-501 Session Name: HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline Speaker: Chris Redpath Track: Mobile, Kernel ★ Session Summary ★ This session will introduce the changes to EAS planned for 4.14 kernel, and how Arm hopes that EAS will develop in future. EAS has already evolved from an Arm/Linaro joint project to involving a much wider community of SoC vendors, Google and interested device manufacturers. We will highlight the product-specific pieces remaining in the Android Common Kernel EAS implementation, and our plans to provide an upstreaming plan for each product feature. In particular, the new 'simplified energy model' is designed to provide mainline-friendliness and comparable performance using a simple DT expression of cpu power/performance. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-501/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-501.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-501.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Mobile, Kernel 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

Session ID: HKG18-100K1 Session Name: HKG18-100K1 - George Grey: Opening Keynote Speaker: George Grey Track: Keynote ★ Session Summary ★ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-100k1/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-100k1.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-100k1.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Keynote 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

"Session ID: HKG18-318 Session Name: HKG18-318 - OpenAMP Workshop Speaker: Wendy Liang Track: Ecosystem Day ★ Session Summary ★ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-318/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-318.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-318.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

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HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

"Session ID: HKG18-315 Session Name: HKG18-315 - Why the ecosystem is a wonderful thing warts and all Speaker: Andrew Wafaa Track: Ecosystem Day ★ Session Summary ★ The Arm ecosystem is a vibrant place, but it's not always smooth sailing. This presentation will go through the highs and lows of getting the ecosystem fully Arm enabled. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-315/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-315.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-315.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

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HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

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HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

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HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

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HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

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HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

Session ID: HKG18-500K1 Session Name: HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the Datacenter Speaker: Not Available Track: Keynote ★ Session Summary ★ For decades we have been able to take advantage of Moore’s Law to improve single thread performance, reduce power and cost with each generation of semiconductor technology. While technology has advanced after the end of Dennard scaling more than 10 years ago, the advances have slowed down. Server performance increases have relied on increasing core counts and power budgets. At the same time, workloads have changed in the era of cloud computing. Scale out is becoming more important than scale up. Domain specific architectures have started to emerge to improve the energy efficiency of emerging workloads like deep learning This talk will provide a historical perspective and discuss emerging trends driving the development of modern servers processors. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-500k1/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-500k1.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-500k1.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Keynote 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

Session ID: HKG18-317 Session Name: HKG18-317 - Arm Server Ready Program Speaker: Dong Wei Track: Ecosystem Day ★ Session Summary ★ To fulfill our vision of having Arm servers everywhere and easy to deploy, Arm has created the Arm ServerReady Program where we have created the Server Base System Architecture (SBSA) and Server Base Boot Requirements (SBBR) specifications and the Architecture Compliance Suite (ACS) tools for the system developers to enable customers to deploy Arm servers with confidence that they work out of the box. In this talk, I will update you on the progresses we have made working with the partners in preparation of the official launch of the Arm ServerReady Program. In addition, I will update you with the preview of the updates to the next revision of the SBSA/SBBR specifications. I will also provide an overview of the Server Base Manageability Guide (SBMG) that is to be released later this year and the related sample implementation in OpenBMC. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-317/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-317.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-317.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

Session ID: HKG18-312 Session Name: HKG18-312 - CMSIS-NN Speaker: Rod Crawford Track: LEG;Ecosystem Day ★ Session Summary ★ Deep learning algorithms are gaining popularity in IoT edge devices, because of their human-level accuracy in many applications, such as image classification and speech recognition. There is an increasing interest in deploying neural networks (NN) on always-on systems such as Arm Cortex-M microcontrollers. In this session, we introduce the challenges of deploying neural networks on microcontrollers with limited memory/compute resources and power budget. We introduce CMSIS-NN, optimized software kernels to enable deployment of neural networks on Cortex-M cores. We further present NN architecture exploration, using keyword spotting application as an example, to develop light-weight models suitable for resource constrained systems. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-312/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-312.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-312.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: LEG;Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

Session ID: HKG18-301 Session Name: HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integrated Processors Speaker: Glenn Steiner Track: LITE ★ Session Summary ★ Key Takeaways: With the drive to increase integration, reduce system costs, accelerate performance, and enhance reliability, software developers are discovering the processor they would like to target is simply not fast enough. This session will help you the system architect or software developer understand how you can architect and develop software on an FPGA integrated processor, and accelerate software code via FPGA accelerators. Abstract: As a software developer, in order to meet system level performance requirements, you may have realized that your next software project will be targeting a processor inside of an FPGA. How will this impact your development process and what benefits might you gain with this tight integration of processor and FPGA? Starting from the basics of what FPGAs are (in terms of software programming), this session will provide a simple to understand primer of what modern FPGAs with embedded processors can do. We will wrap up with examples of how high level synthesis tools can move software to programmable logic hardware enabling dramatic software acceleration. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-301/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-301.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-301.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: LITE 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

Session ID: HKG18-300K2 Session Name: HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to enable the future of Embedded Machine Learning Speaker: Tomas Evensen Track: Ecosystem Day ★ Session Summary ★ As Moore's law is slowing down, heterogeneous architectures are needed to keep up with the increasing compute requirements emerging from industry trends such as the use machine learning across a diverse range of markets and applications. These compute requirements require custom system architectures to suit the rapidly evolving demands of emerging algorithms, standards and trends. Field Programmable hardware offers a unique capability to provide flexibility alongside advanced processor architectures to address this ever increasing multitude of applications. Development flows, programmability and flexibility are crucial to the enablement of these advancing algorithms and to enable the next generation of implementations in a world of advancing Artificial intelligence. In this session we will introduce you to an all Programmable paradigm and low cost development platform to enable an ecosystem of flexibility and unparalleled programmability. The future is now…... --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-300k2/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-300k2.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-300k2.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

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HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

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Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...

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HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

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HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-120 - Devicetree Schema Documentation and Validation

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HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-223 - Trusted FirmwareM: Trusted boot

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HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

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HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

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Scaling API-first – The story of a global engineering organization

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Three things you will take away from the session: • How to run an effective tenant-to-tenant migration • Best practices for before, during, and after migration • Tips for using migration as a springboard to prepare for Copilot in Microsoft 365 Main ideas: Migration Overview: The presentation covers the current reality of cross-tenant migrations, the triggers, phases, best practices, and benefits of a successful tenant migration Considerations: When considering a migration, it is important to consider the migration scope, performance, customization, flexibility, user-friendly interface, automation, monitoring, support, training, scalability, data integrity, data security, cost, and licensing structure Next Wave: The next wave of change includes the launch of Copilot, which requires businesses to be prepared for upcoming changes related to Copilot and the cloud, and to consolidate data and tighten governance ShareGate: ShareGate can help with pre-migration analysis, configurable migration tool, and automated, end-user driven collaborative governance

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

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As privacy and data protection regulations evolve rapidly, organizations operating in multiple jurisdictions face mounting challenges to ensure compliance and safeguard customer data. With state-specific privacy laws coming up in multiple states this year, it is essential to understand what their unique data protection regulations will require clearly. How will data privacy evolve in the US in 2024? How to stay compliant? Our panellists will guide you through the intricacies of these states' specific data privacy laws, clarifying complex legal frameworks and compliance requirements. This webinar will review: - The essential aspects of each state's privacy landscape and the latest updates - Common compliance challenges faced by organizations operating in multiple states and best practices to achieve regulatory adherence - Valuable insights into potential changes to existing regulations and prepare your organization for the evolving landscape

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Sara Mae O’Brien Scott and Tatiana Baquero Cakici, Senior Consultants at Enterprise Knowledge (EK), presented “AI Fast Track to Search-Focused AI Solutions” at the Information Architecture Conference (IAC24) that took place on April 11, 2024 in Seattle, WA. In their presentation, O’Brien-Scott and Cakici focused on what Enterprise AI is, why it is important, and what it takes to empower organizations to get started on a search-based AI journey and stay on track. The presentation explored the complexities of enterprise search challenges and how IA principles can be leveraged to provide AI solutions through the use of a semantic layer. O’Brien-Scott and Cakici showcased a case study where a taxonomy, an ontology, and a knowledge graph were used to structure content at a healthcare workforce solutions organization, providing personalized content recommendations and increasing content findability. In this session, participants gained insights about the following: Most common types of AI categories and use cases; Recommended steps to design and implement taxonomies and ontologies, ensuring they evolve effectively and support the organization’s search objectives; Taxonomy and ontology design considerations and best practices; Real-world AI applications that illustrated the value of taxonomies, ontologies, and knowledge graphs; and Tools, roles, and skills to design and implement AI-powered search solutions.

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MySQL Webinar, presented on the 25th of April, 2024. Summary: MySQL solutions enable the deployment of diverse Database Architectures tailored to specific needs, including High Availability, Disaster Recovery, and Read Scale-Out. With MySQL Shell's AdminAPI, administrators can seamlessly set up, manage, and monitor these solutions, ensuring efficiency and ease of use in their administration. MySQL Router, on the other hand, provides transparent routing from the application traffic to the backend servers in the architectures, requiring minimal configuration. Completely built in-house and supported by Oracle, these solutions have been adopted by enterprises of all sizes for their business-critical applications. In this presentation, we'll delve into various database architecture solutions to help you choose the right one based on your business requirements. Focusing on technical details and the latest features to maximize the potential of these solutions.

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

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The presentation explores the development and application of artificial intelligence (AI) from its inception to its current status in the modern world. The term "artificial intelligence" was first coined by John McCarthy in 1956 to describe efforts to develop computer programs capable of performing tasks that typically require human intelligence. This concept was first introduced at a conference held at Dartmouth College, where programs demonstrated capabilities such as playing chess, proving theorems, and interpreting texts. In the early stages, Alan Turing contributed to the field by defining intelligence as the ability of a being to respond to certain questions intelligently, proposing what is now known as the Turing Test to evaluate the presence of intelligent behavior in machines. As the decades progressed, AI evolved significantly. The 1980s focused on machine learning, teaching computers to learn from data, leading to the development of models that could improve their performance based on their experiences. The 1990s and 2000s saw further advances in algorithms and computational power, which allowed for more sophisticated data analysis techniques, including data mining. By the 2010s, the proliferation of big data and the refinement of deep learning techniques enabled AI to become mainstream. Notable milestones included the success of Google's AlphaGo and advancements in autonomous vehicles by companies like Tesla and Waymo. A major theme of the presentation is the application of generative AI, which has been used for tasks such as natural language text generation, translation, and question answering. Generative AI uses large datasets to train models that can then produce new, coherent pieces of text or other media. The presentation also discusses the ethical implications and the need for regulation in AI, highlighting issues such as privacy, bias, and the potential for misuse. These concerns have prompted calls for comprehensive regulations to ensure the safe and equitable use of AI technologies. Artificial intelligence has also played a significant role in healthcare, particularly highlighted during the COVID-19 pandemic, where it was used in drug discovery, vaccine development, and analyzing the spread of the virus. The capabilities of AI in healthcare are vast, ranging from medical diagnostics to personalized medicine, demonstrating the technology's potential to revolutionize fields beyond just technical or consumer applications. In conclusion, AI continues to be a rapidly evolving field with significant implications for various aspects of society. The development from theoretical concepts to real-world applications illustrates both the potential benefits and the challenges that come with integrating advanced technologies into everyday life. The ongoing discussion about AI ethics and regulation underscores the importance of managing these technologies responsibly to maximize their their benefits while minimizing potential harms.

Artificial Intelligence: Facts and Myths

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Artificial Intelligence: Facts and Myths

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BooK Now Call us at +918448380779 to hire a gorgeous and seductive call girl for sex. Take a Delhi Escort Service. The help of our escort agency is mostly meant for men who want sexual Indian Escorts In Delhi NCR. It should be noted that any impersonator will get 100 attention from our Young Girls Escorts in Delhi. They will assume the position of reliable allies. VIP Call Girl With Original Photos Book Tonight +918448380779 Our Cheap Price 1 Hour not available 2 Hours 5000 Full Night 8000 TAG: Call Girls in Delhi, Noida, Gurgaon, Ghaziabad, Connaught Place, Greater Kailash Delhi, Lajpat Nagar Delhi, Mayur Vihar Delhi, Chanakyapuri Delhi, New Friends Colony Delhi, Majnu Ka Tilla, Karol Bagh, Malviya Nagar, Saket, Khan Market, Noida Sector 18, Noida Sector 76, Noida Sector 51, Gurgaon Mg Road, Iffco Chowk Gurgaon, Rajiv Chowk Gurgaon All Delhi Ncr Free Home Deliver

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Enterprise Knowledge’s Urmi Majumder, Principal Data Architecture Consultant, and Fernando Aguilar Islas, Senior Data Science Consultant, presented "Driving Behavioral Change for Information Management through Data-Driven Green Strategy" on March 27, 2024 at Enterprise Data World (EDW) in Orlando, Florida. In this presentation, Urmi and Fernando discussed a case study describing how the information management division in a large supply chain organization drove user behavior change through awareness of the carbon footprint of their duplicated and near-duplicated content, identified via advanced data analytics. Check out their presentation to gain valuable perspectives on utilizing data-driven strategies to influence positive behavioral shifts and support sustainability initiatives within your organization. In this session, participants gained answers to the following questions: - What is a Green Information Management (IM) Strategy, and why should you have one? - How can Artificial Intelligence (AI) and Machine Learning (ML) support your Green IM Strategy through content deduplication? - How can an organization use insights into their data to influence employee behavior for IM? - How can you reap additional benefits from content reduction that go beyond Green IM?

Driving Behavioral Change for Information Management through Data-Driven Gree...

Driving Behavioral Change for Information Management through Data-Driven Gree...

Driving Behavioral Change for Information Management through Data-Driven Gree...

Enterprise Knowledge

The Raspberry Pi 5 was announced on October 2023. This new version of the popular embedded device comes with a new iteration of Broadcom’s VideoCore GPU platform, and was released with a fully open source driver stack, developed by Igalia. The presentation will discuss some of the major changes required to support this new Video Core iteration, the challenges we faced in the process and the solutions we provided in order to deliver conformant OpenGL ES and Vulkan drivers. The talk will also cover the next steps for the open source Raspberry Pi 5 graphics stack. (c) Embedded Open Source Summit 2024 April 16-18, 2024 Seattle, Washington (US) https://events.linuxfoundation.org/embedded-open-source-summit/ https://eoss24.sched.com/event/1aBEx

Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...

Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...

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Remote DBA Services

Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

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Scaling API-first – The story of a global engineering organization

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08448380779 Call Girls In Greater Kailash - I Women Seeking Men

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08448380779 Call Girls In Diplomatic Enclave Women Seeking Men

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Exploring the Future Potential of AI-Enabled Smartphone Processors

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GenCyber Cyber Security Day Presentation

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LCA14: LCA14-309: FSF GCC 4.10

1. Maxim Kuvyrkov, LCA14, Macau LCA14-309: FSF GCC 4.10

2. • Performance • Correctness • Parity • Energy • AArch64 Themes

3. • LTO (Link-Time Optimizations) • Make sure it works for AArch32 and AArch64 • Need machines with 8GB+ RAM for native • Donate machines to lead community developers? • RA (Register Allocation) • LRA • Rematerialization • AArch64 performance • New scheduling pipeline descriptions • New RTX cost models Performance

4. • Bugs reported by member companies • Worst kind • How can we deliver seamless compiler experience to our clients? • Bugs reported by community • Good kind • Encourage community to fix bugs • Bugs found within Linaro • Best kind • Automated testing bots Correctness

5. • Feature parity • What are main missing features compared to x86? • Does every single feature have to be supported? • Optimization parity • arm-linux-gnueabi -fno-<optimization> => 5% drop • i686-linux-gnu -fno-<optimization> => 8% drop • optimization provides 8% on x86, but only 5% on ARM • Where are extra 3% of performance? Parity

7. • AArch64 Performance • AArch64 Correctness • AArch64 Parity AArch64

8. • Performance • Correctness • Parity • Energy • AArch64 Themes (reality)

9. • Candy for ideas • Candy for critiques • Candy for striking out another theme Discussion

10. More about Linaro Connect: http://connect.linaro.org More about Linaro: http://www.linaro.org/about/ More about Linaro engineering: http://www.linaro.org/engineering/ Linaro members: www.linaro.org/members