Nilesh Shah provide an overview of the ZeroPoint portable, hardware IP portfolio for lossless memory compression and compaction. The IP boosts memory capacity 2-4x, bandwidth and performance/watt by 50%, and is 1,000x faster than competitors.
Ceph on Intel: Intel Storage Components, Benchmarks, and ContributionsColleen Corrice
At Red Hat Storage Day Minneapolis on 4/12/16, Intel's Dan Ferber presented on Intel storage components, benchmarks, and contributions as they relate to Ceph.
Ceph on Intel: Intel Storage Components, Benchmarks, and ContributionsRed_Hat_Storage
At Red Hat Storage Day Minneapolis on 4/12/16, Intel's Dan Ferber presented on Intel storage components, benchmarks, and contributions as they relate to Ceph.
Red hat Storage Day LA - Designing Ceph Clusters Using Intel-Based HardwareRed_Hat_Storage
This document discusses how data growth driven by mobile, social media, IoT, and big data/cloud is requiring a fundamental shift in storage cost structures from scale-up to scale-out architectures. It provides an overview of key storage technologies and workloads driving public cloud storage, and how Ceph can help deliver on the promise of the cloud by providing next generation storage architectures with flash to enable new capabilities in small footprints. It also illustrates the wide performance range Ceph can provide for different workloads and hardware configurations.
The document discusses accelerating Ceph storage performance using SPDK. SPDK introduces optimizations like asynchronous APIs, userspace I/O stacks, and polling mode drivers to reduce software overhead and better utilize fast storage devices. This allows Ceph to better support high performance networks and storage like NVMe SSDs. The document provides an example where SPDK helped XSKY's BlueStore object store achieve significant performance gains over the standard Ceph implementation.
Ceph Day Beijing - Storage Modernization with Intel and CephDanielle Womboldt
The document discusses trends in data growth and storage technologies that are driving the need for storage modernization. It outlines Intel's role in advancing the storage industry through open source technologies and standards. A significant portion of the document focuses on Intel's work optimizing Ceph for Intel platforms, including profiling and benchmarking Ceph performance on Intel SSDs, 3D XPoint, and Optane drives.
Ceph Day Beijing - Storage Modernization with Intel & Ceph Ceph Community
The document discusses trends in data growth and storage technologies that are driving the need for storage modernization. It outlines Intel's role in advancing the storage industry through open source technologies and standards. Specifically, it focuses on Intel's work optimizing Ceph for Intel platforms, including performance profiling, enabling Intel optimized solutions, and end customer proofs-of-concept using Ceph with Intel SSDs, Optane, and platforms.
Intel and DataStax: 3D XPoint and NVME Technology Cassandra Storage ComparisonDataStax Academy
Does your choice of storage really matter in a Cassandra deployment? Intel and Datastax engineers will discuss results of recent performance testing on a variety of storage devices including classic spinning media, SATA SSD’s and NVMe SSD’s. Session will include an overview of the various storage types, and technology trends. Next we will discuss our recent testing and look at some preliminary results. Even if you are only at the early stages of considering a Cassandra deployment, fully understanding the impact storage choices have on your results can be critical to your projects success.
Ceph on Intel: Intel Storage Components, Benchmarks, and ContributionsColleen Corrice
At Red Hat Storage Day Minneapolis on 4/12/16, Intel's Dan Ferber presented on Intel storage components, benchmarks, and contributions as they relate to Ceph.
Ceph on Intel: Intel Storage Components, Benchmarks, and ContributionsRed_Hat_Storage
At Red Hat Storage Day Minneapolis on 4/12/16, Intel's Dan Ferber presented on Intel storage components, benchmarks, and contributions as they relate to Ceph.
Red hat Storage Day LA - Designing Ceph Clusters Using Intel-Based HardwareRed_Hat_Storage
This document discusses how data growth driven by mobile, social media, IoT, and big data/cloud is requiring a fundamental shift in storage cost structures from scale-up to scale-out architectures. It provides an overview of key storage technologies and workloads driving public cloud storage, and how Ceph can help deliver on the promise of the cloud by providing next generation storage architectures with flash to enable new capabilities in small footprints. It also illustrates the wide performance range Ceph can provide for different workloads and hardware configurations.
The document discusses accelerating Ceph storage performance using SPDK. SPDK introduces optimizations like asynchronous APIs, userspace I/O stacks, and polling mode drivers to reduce software overhead and better utilize fast storage devices. This allows Ceph to better support high performance networks and storage like NVMe SSDs. The document provides an example where SPDK helped XSKY's BlueStore object store achieve significant performance gains over the standard Ceph implementation.
Ceph Day Beijing - Storage Modernization with Intel and CephDanielle Womboldt
The document discusses trends in data growth and storage technologies that are driving the need for storage modernization. It outlines Intel's role in advancing the storage industry through open source technologies and standards. A significant portion of the document focuses on Intel's work optimizing Ceph for Intel platforms, including profiling and benchmarking Ceph performance on Intel SSDs, 3D XPoint, and Optane drives.
Ceph Day Beijing - Storage Modernization with Intel & Ceph Ceph Community
The document discusses trends in data growth and storage technologies that are driving the need for storage modernization. It outlines Intel's role in advancing the storage industry through open source technologies and standards. Specifically, it focuses on Intel's work optimizing Ceph for Intel platforms, including performance profiling, enabling Intel optimized solutions, and end customer proofs-of-concept using Ceph with Intel SSDs, Optane, and platforms.
Intel and DataStax: 3D XPoint and NVME Technology Cassandra Storage ComparisonDataStax Academy
Does your choice of storage really matter in a Cassandra deployment? Intel and Datastax engineers will discuss results of recent performance testing on a variety of storage devices including classic spinning media, SATA SSD’s and NVMe SSD’s. Session will include an overview of the various storage types, and technology trends. Next we will discuss our recent testing and look at some preliminary results. Even if you are only at the early stages of considering a Cassandra deployment, fully understanding the impact storage choices have on your results can be critical to your projects success.
Ceph Day Berlin: Ceph on All Flash Storage - Breaking Performance BarriersCeph Community
The document discusses performance testing done comparing Ceph running on all-flash storage (InfiniFlash OS) versus stock Ceph storage. Testing showed the InfiniFlash OS implementation of Ceph achieved up to 12x better performance for 8K random read workloads and up to 3x better performance for 64K and 256K random read workloads compared to stock Ceph. Performance also scaled linearly as additional InfiniFlash storage nodes were added. The InfiniFlash OS provides an enterprise-hardened version of Ceph optimized for all-flash storage performance.
Ecosystem Alliance Manager Michael Ocampo talks about the CXL industry's effort to break through the memory wall, memory bound use cases, CXL for modular shared infrastructure, and critical CXL collaboration that's happening now.
Fujitsu World Tour 2017 - Compute Platform For The Digital WorldFujitsu India
Fujitsu has decades of experience designing and manufacturing servers. Their PRIMERGY servers are known for best-in-class quality that ensures continuous operation with almost no unplanned downtimes. This is achieved through rigorous testing and manufacturing processes in their state-of-the-art factories in Germany. Fujitsu's demand-driven manufacturing approach allows them to produce servers flexibly based on current orders, enabling fast response times and fulfilling individual customer requests.
Ceph Day Seoul - AFCeph: SKT Scale Out Storage Ceph Ceph Community
SK Telecom is optimizing Ceph for all-flash storage to improve performance and efficiency. Recent work includes enhancing BlueStore, implementing quality of service controls, and exploring data deduplication techniques. Looking ahead, SKT aims to further leverage NVRAM/SSD technologies and expand use of all-flash Ceph in its cloud infrastructure.
Heterogeneous Computing : The Future of SystemsAnand Haridass
Charts from NITK-IBM Computer Systems Research Group (NCSRG)
- Dennard Scaling,Moore's Law, OpenPOWER, Storage Class Memory, FPGA, GPU, CAPI, OpenCAPI, nVidia nvlink, Google Microsoft Heterogeneous system usage
Huawei's all-flash storage solution, OceanStor Dorado, provides up to 3x improved application performance and 75% savings in operational expenses compared to conventional storage. It offers lightning fast performance with sub-millisecond latency and rock solid reliability of 99.9999% availability through its intelligent data management features and flash-native design. Huawei has over 10 years of experience developing solid state drives and all-flash arrays and their latest Dorado18000 V3 is positioned as the highest-end solution supporting NVMe protocol for the most demanding workloads.
Are you ready for NVMe? IBM FlashSystem uses NVMe inside, and is NVMe-ready for use with FCP and Ethernet fabrics. This session explains FC-NVMe and NVMe-OF and how IBM FlashSystem uses NVMe inside.
T12.Fujitsu World Tour India 2016-Your Datacenter‘s backboneFujitsu India
Growing complexity in business processes have a direct impact on your company's storage , data protection and archival architecture. Understand from our senior Storage expert as how can you manage these challenges while achieving your cost goals
This document discusses Huawei's vision for making IT simple and business agile through data center innovation. It outlines Huawei's strategy in five areas: 1) Redesigning modern data center architecture for openness, automation, and efficiency. 2) Accelerating storage solutions with all-flash storage arrays. 3) Developing open platforms for critical business applications. 4) Creating a unified ICT cloud operating system. 5) Delivering converged infrastructure through modular systems. The goal is to help customers simplify IT operations, lower costs, and rapidly deploy new services through software-defined infrastructure.
Ceph Day Shanghai - SSD/NVM Technology Boosting Ceph Performance Ceph Community
This document discusses using SSDs and emerging non-volatile memory technologies like 3D XPoint to boost performance of Ceph storage clusters. It outlines how SSDs can be used as journals and caches to significantly increase throughput and reduce latency compared to HDD-only clusters. A case study from Yahoo showed that using Intel NVMe SSDs with caching software delivered over 2x throughput and half the latency with only 5% of data cached. Future technologies like 3D NAND and 3D XPoint will allow building higher performance, higher capacity SSDs that could extend the use of Ceph.
High Performance Object Storage in 30 Minutes with Supermicro and MinIORebekah Rodriguez
The Supermicro Cloud DC is the perfect combination of performance, reliability, craftsmanship and flexibility for deploying MinIO object storage. MinIO on the Cloud DC platform outperforms and is more cost-effective than equivalently-sized hardware from other manufacturers. We recently benchmarked a cluster of four Cloud DC servers with NVMe drives and measured an impressive 42.57 GB/s average read (GET) throughput and 24.69 GB/s average write (PUT) throughput. This first class performance demonstrates that MinIO on Supermicro Cloud DC is a compelling solution for object storage intensive workloads such as advanced analytics, AI/ML and other modern, cloud-native applications.
In this webinar, you will learn:
Best use cases and deployment considerations for MinIO object storage
How to design and size a MinIO object storage cluster on Supermicro Cloud DC
How to deploy a distributed MinIO cluster onto a Cloud DC server cluster
Watch the Webinar: https://www.brighttalk.com/webcast/17278/519401
DAOS - Scale-Out Software-Defined Storage for HPC/Big Data/AI Convergenceinside-BigData.com
In this deck, Johann Lombardi from Intel presents: DAOS - Scale-Out Software-Defined Storage for HPC/Big Data/AI Convergence.
"Intel has been building an entirely open source software ecosystem for data-centric computing, fully optimized for Intel® architecture and non-volatile memory (NVM) technologies, including Intel Optane DC persistent memory and Intel Optane DC SSDs. Distributed Asynchronous Object Storage (DAOS) is the foundation of the Intel exascale storage stack. DAOS is an open source software-defined scale-out object store that provides high bandwidth, low latency, and high I/O operations per second (IOPS) storage containers to HPC applications. It enables next-generation data-centric workflows that combine simulation, data analytics, and AI."
Unlike traditional storage stacks that were primarily designed for rotating media, DAOS is architected from the ground up to make use of new NVM technologies, and it is extremely lightweight because it operates end-to-end in user space with full operating system bypass. DAOS offers a shift away from an I/O model designed for block-based, high-latency storage to one that inherently supports fine- grained data access and unlocks the performance of next- generation storage technologies.
Watch the video: https://youtu.be/wnGBW31yhLM
Learn more: https://www.intel.com/content/www/us/en/high-performance-computing/daos-high-performance-storage-brief.html
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
MT47 Modernize infrastructure for a modern data centerDell EMC World
Today's businesses need speed, efficiency and agility to deliver services back to their stakeholders, all at an affordable price. In the Modern Data Center, Flash, along with Scale-out, software-defined solutions, help to automate a modern infrastructure, the foundation of the modern data center. This session will show you how Dell EMC's industry leading storage portfolio can transform your company's infrastructure and drive your success. In addition, learn how to protect your modern data center with Dell EMC’s comprehensive data protection portfolio.
Follow us at @DellEMCStorage
Learn more about Dell EMC All-Flash Solutions at DellEMC.com/All-flash.
Red Hat Storage Day Atlanta - Designing Ceph Clusters Using Intel-Based Hardw...Red_Hat_Storage
This document discusses the need for storage modernization driven by trends like mobile, social media, IoT and big data. It outlines how scale-out architectures using open source Ceph software can help meet this need more cost effectively than traditional scale-up storage. Specific optimizations for IOPS, throughput and capacity are described. Intel is presented as helping advance the industry through open source contributions and optimized platforms, software and SSD technologies. Real-world examples are given showing the wide performance range Ceph can provide.
The document discusses OpenPOWER, an open ecosystem using the POWER architecture to share expertise, investment, and intellectual property. It outlines the goals of the OpenPOWER Foundation to serve evolving customer needs through collaborative innovation and solutions. Examples are provided of innovations developed through partnerships, such as accelerated databases, optimized flash storage, and high performance computing systems. The benefits of the OpenPOWER approach for customers are affirmed through adoption of Linux distributions and cloud deployments.
The document discusses HP's new mission-critical converged infrastructure solutions featuring Intel Itanium processors. Key announcements and enhancements include: new Integrity server blades providing up to 3x performance and 2x cores; the Integrity Superdome 2 with up to 256 cores and reduced TCO; and the Integrity rx2800 i4 server with increased performance and efficiency. HP estimates the new solutions can deliver over 30% savings in total IT costs over three years.
Q1 Memory Fabric Forum: Building Fast and Secure Chips with CXL IPMemory Fabric Forum
Gary Ruggles, Sr Product Manger for PCIe and CXL Controller IP, provides an provides example use cases for adoption of CXL, an introduction to Synopsys CXL IP Solutions, interop and proof points.
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The document discusses performance testing done comparing Ceph running on all-flash storage (InfiniFlash OS) versus stock Ceph storage. Testing showed the InfiniFlash OS implementation of Ceph achieved up to 12x better performance for 8K random read workloads and up to 3x better performance for 64K and 256K random read workloads compared to stock Ceph. Performance also scaled linearly as additional InfiniFlash storage nodes were added. The InfiniFlash OS provides an enterprise-hardened version of Ceph optimized for all-flash storage performance.
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Fujitsu World Tour 2017 - Compute Platform For The Digital WorldFujitsu India
Fujitsu has decades of experience designing and manufacturing servers. Their PRIMERGY servers are known for best-in-class quality that ensures continuous operation with almost no unplanned downtimes. This is achieved through rigorous testing and manufacturing processes in their state-of-the-art factories in Germany. Fujitsu's demand-driven manufacturing approach allows them to produce servers flexibly based on current orders, enabling fast response times and fulfilling individual customer requests.
Ceph Day Seoul - AFCeph: SKT Scale Out Storage Ceph Ceph Community
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Heterogeneous Computing : The Future of SystemsAnand Haridass
Charts from NITK-IBM Computer Systems Research Group (NCSRG)
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Huawei's all-flash storage solution, OceanStor Dorado, provides up to 3x improved application performance and 75% savings in operational expenses compared to conventional storage. It offers lightning fast performance with sub-millisecond latency and rock solid reliability of 99.9999% availability through its intelligent data management features and flash-native design. Huawei has over 10 years of experience developing solid state drives and all-flash arrays and their latest Dorado18000 V3 is positioned as the highest-end solution supporting NVMe protocol for the most demanding workloads.
Are you ready for NVMe? IBM FlashSystem uses NVMe inside, and is NVMe-ready for use with FCP and Ethernet fabrics. This session explains FC-NVMe and NVMe-OF and how IBM FlashSystem uses NVMe inside.
T12.Fujitsu World Tour India 2016-Your Datacenter‘s backboneFujitsu India
Growing complexity in business processes have a direct impact on your company's storage , data protection and archival architecture. Understand from our senior Storage expert as how can you manage these challenges while achieving your cost goals
This document discusses Huawei's vision for making IT simple and business agile through data center innovation. It outlines Huawei's strategy in five areas: 1) Redesigning modern data center architecture for openness, automation, and efficiency. 2) Accelerating storage solutions with all-flash storage arrays. 3) Developing open platforms for critical business applications. 4) Creating a unified ICT cloud operating system. 5) Delivering converged infrastructure through modular systems. The goal is to help customers simplify IT operations, lower costs, and rapidly deploy new services through software-defined infrastructure.
Ceph Day Shanghai - SSD/NVM Technology Boosting Ceph Performance Ceph Community
This document discusses using SSDs and emerging non-volatile memory technologies like 3D XPoint to boost performance of Ceph storage clusters. It outlines how SSDs can be used as journals and caches to significantly increase throughput and reduce latency compared to HDD-only clusters. A case study from Yahoo showed that using Intel NVMe SSDs with caching software delivered over 2x throughput and half the latency with only 5% of data cached. Future technologies like 3D NAND and 3D XPoint will allow building higher performance, higher capacity SSDs that could extend the use of Ceph.
High Performance Object Storage in 30 Minutes with Supermicro and MinIORebekah Rodriguez
The Supermicro Cloud DC is the perfect combination of performance, reliability, craftsmanship and flexibility for deploying MinIO object storage. MinIO on the Cloud DC platform outperforms and is more cost-effective than equivalently-sized hardware from other manufacturers. We recently benchmarked a cluster of four Cloud DC servers with NVMe drives and measured an impressive 42.57 GB/s average read (GET) throughput and 24.69 GB/s average write (PUT) throughput. This first class performance demonstrates that MinIO on Supermicro Cloud DC is a compelling solution for object storage intensive workloads such as advanced analytics, AI/ML and other modern, cloud-native applications.
In this webinar, you will learn:
Best use cases and deployment considerations for MinIO object storage
How to design and size a MinIO object storage cluster on Supermicro Cloud DC
How to deploy a distributed MinIO cluster onto a Cloud DC server cluster
Watch the Webinar: https://www.brighttalk.com/webcast/17278/519401
DAOS - Scale-Out Software-Defined Storage for HPC/Big Data/AI Convergenceinside-BigData.com
In this deck, Johann Lombardi from Intel presents: DAOS - Scale-Out Software-Defined Storage for HPC/Big Data/AI Convergence.
"Intel has been building an entirely open source software ecosystem for data-centric computing, fully optimized for Intel® architecture and non-volatile memory (NVM) technologies, including Intel Optane DC persistent memory and Intel Optane DC SSDs. Distributed Asynchronous Object Storage (DAOS) is the foundation of the Intel exascale storage stack. DAOS is an open source software-defined scale-out object store that provides high bandwidth, low latency, and high I/O operations per second (IOPS) storage containers to HPC applications. It enables next-generation data-centric workflows that combine simulation, data analytics, and AI."
Unlike traditional storage stacks that were primarily designed for rotating media, DAOS is architected from the ground up to make use of new NVM technologies, and it is extremely lightweight because it operates end-to-end in user space with full operating system bypass. DAOS offers a shift away from an I/O model designed for block-based, high-latency storage to one that inherently supports fine- grained data access and unlocks the performance of next- generation storage technologies.
Watch the video: https://youtu.be/wnGBW31yhLM
Learn more: https://www.intel.com/content/www/us/en/high-performance-computing/daos-high-performance-storage-brief.html
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
MT47 Modernize infrastructure for a modern data centerDell EMC World
Today's businesses need speed, efficiency and agility to deliver services back to their stakeholders, all at an affordable price. In the Modern Data Center, Flash, along with Scale-out, software-defined solutions, help to automate a modern infrastructure, the foundation of the modern data center. This session will show you how Dell EMC's industry leading storage portfolio can transform your company's infrastructure and drive your success. In addition, learn how to protect your modern data center with Dell EMC’s comprehensive data protection portfolio.
Follow us at @DellEMCStorage
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Bob Boule
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2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Q1 Memory Fabric Forum: ZeroPoint. Remove the waste. Release the power.
1. This document is Proprietary and Confidential. No part of this document may be disclosed in any
manner to a third party without the prior written consent of ZeroPoint Technologies AB.
Remove the waste.
Release the power.
Presenter: Nilesh Shah, VP Biz Dev
nilesh.shah@zptcorp.com
2. A portable, hardware IP portfolio solution for
lossless memory compression and compaction
Data centers: 20-25% TCO reduction
Consumers: Lower cost, better battery and UX
Boosts memory capacity 2-4x, bandwidth and
performance/watt by 50%, and 1,000x faster than
competitors
3. Security
(SphinX)
Product | Hardware accelerated memory compression
IP across the memory hierarchy
On-chip
memory
Off-chip
memory
Storage
Memory hierarchy
Cache
Register
Main memory
NVMe
CXL memory
SSD
Cache expansion
(CacheMX)
CXL expansion
(DenseMem)
Flash expansion
(FlashMX)
Memory expansion
(SuperRAM)
Bandwidth acceleration
(ZiptilionBW)
ZeroPoint applications and their product names
4. This document is Proprietary and Confidential. No part of this document may be disclosed in any
manner to a third party without the prior written consent of ZeroPoint Technologies AB.
Challenge
4.6%
3%
Hyperscalers spending significant $$ on
software based compression
CPU cycles used
for compression
Hyperscaler requirement:
hardware compression is a MUST-have
OCP Hyperscale CXL Tiered
Memory Expander Spec
5. Deploy New Tiers: Ordinary + Compressed DRAM memory on CXL
Removes barriers, enables diversity of Hyperscalers
+ Enterprise Customers
Benefit Spec Component
Reduction in total cost of
ownership
Standardization, Hardware accelerated,
Lossless Compressed Memory Tier
Energy Efficiency,
Sustainability
Transparent Hardware accelerated
Compression
Preserve Software
Investments
Support for legacy Compression
Algorithms
CXL
Controller
Opportunity| Add Compressed CXL Memory Tier
1
2
3
OCP Spec:
https://www.opencompute.org/documents/hyperscale-cxl-tiered-memory-expander-for-ocp-base-specification-1-pdf
6. Requirement: Hyperscale CXL Tiered Memory Expander Spec
Preserving Software Investment, without
compromising performance
● Support for Legacy Compression Algorithms
● Future Proof , supports Algorithm Innovation
● Stringent Latency & Bandwidth Specifications
Parameter Specification
Latency Uncompressed
Access
90 to 150ns
Latency Compressed
Access
250ns to <1us
Bandwidth Efficiency
Read only/ Write only
80% / 75%
Legacy
Room for Innovation
Compression Algorithms
https://www.opencompute.org/documents/hyperscale-cxl-tiered-memory-expander-for-ocp-base-specification-1-pdf
Stringent Requirements
7. Proposed Solution: Hyperscale CXL Tiered Memory Expander Spec
OS/HW
Application
FW
CPU
Compression/
Decompression
CXL interface
Host
CXL.io CXL.mem
Memory subsystem
Media
Configuration
Compressed
Tier
Uncompressed
Tier
CXL Type 3 Device
Address Space
CXL
Controller
CXL Controller with integrated Hardware Acceleration:
(De)Compression+ Compaction + Transparent memory management
8. The ZeroPoint Solution| DenseMem IP
OCP Spec Compliant, portable IP
Spec compliant Plug and Play
(De)Compression IP
CXL
Controller
● OCP Spec compliant Hardware Accelerated CXL memory
(De)Compression + Compaction + Transparent
memory management IP block
● 2-4x transparent (de)compression major Datacenter
workloads
● Protocol: CXL 2.0, 3.0, 3.1
● Compression Algorithms: LZ4, ZID (proprietary)
● Portable: AXI4, CHI, Leading process node support
9. ZeroPoint Solution | Reduce Data Center TCO 20-25%
Today With CXL only With our
compression only
With CXL & Our
compression
~850
~780
~700
~650
-20-25%
CAPEX:
CPU
CAPEX: Memory
CAPEX: Other
OPEX: Power
OPEX: Cooling
OPEX: Other
Waste: Compression tax
Total Cost of Ownership (TCO) for 40 server rack over 3y lifetime [kUSD]