ScaleFlux VP Thad Omura to Present at Storage Visions 2017 ScaleFlux VP Thad Omura 在 Storage Visions 2017 上发表演讲
September 25th, 2017 2017年9月25日

SAN JOSE, California -– ScaleFlux, Inc. Vice President of Business Development Thad Omura will attend Storage Visions 2017 as an invited panelist. Mr Omura will take to the stage on Monday, October 16th to discuss the industry shifting advantages delivered by the oncoming transition to computational storage. #compute2data

The official conference description for the panel is as follows:

Subject:Bringing Compute to the Data

Topic Introduction:Over the entire history of computing data has resided in storage and memory, and has been summoned to the data processing element as it is needed. Today the industry is discovering that the movement of Big Data to the processor consumes inordinate power and incurs significant time penalties. This panel, featuring leading companies who address this issue, will discuss their current efforts to move compute to the data to save power, accelerate processing speed, and even improve scalability, in order to greatly enhance the cost/performance of tomorrow’s computers.

About Storage Visions 2017

Storage Visions is a conference based in northern California featuring keynotes, sessions, and exhibits examining the latest architectures in memory and storage technologies.

圣荷西, 加州 -– ScaleFlux, Inc. 业务发展副总裁 Thad Omura 将作为受邀演讲者参加在美国加州举办的 Storage Visions 2017 会议。Mr. Omura 将于10月16日(星期一)介绍带计算的优势。#compute2data

演讲内容如下:

主题:Bringing Compute to the Data

主题介绍:Over the entire history of computing data has resided in storage and memory, and has been summoned to the data processing element as it is needed. Today the industry is discovering that the movement of Big Data to the processor consumes inordinate power and incurs significant time penalties. This panel, featuring leading companies who address this issue, will discuss their current efforts to move compute to the data to save power, accelerate processing speed, and even improve scalability, in order to greatly enhance the cost/performance of tomorrow’s computers.

关于 Storage Visions 2017

Storage Visions 是个关于研究内存和存储技术的最新架构的加利福尼亚北部会议。

Transwarp Selects ScaleFlux to Accelerate Real-Time, Big Data Platform 星环科技超融合大数据一体机选择 ScaleFlux
Computational Storage Optimizes Performance and Infrastructure Utilization of Data-Driven Integrated Solution 带计算的存储优化星环大数据方案的性能和功效
August 22nd, 2017 2017年8月22日

SHANGHAI China -– Transwarp Technology, a specialized solution provider of optimized database platforms in the Big Data Era, has announced the integration of Computational Storage Subsystem (CSS) products into the Transwarp Data Hub (TDH) and Data Appliance (TxData) solutions. CSS is a ground-breaking subsystem solution provided by ScaleFlux, Inc., the pioneer in deploying Computational Storage solutions at scale.

TDH is a one-stop big data platform for data integration, storage, management, computing, machine learning, deep learning and advanced analytics. TxData is an integrated server appliance that is specially designed and optimized for TDH deployments by leveraging acceleration of SSD flash storage, FPGA technology, system optimization to achieve maximum performance of big data platform. TxData uses a stackable, modular, high-density server architecture in 2U rack space to accommodate more server nodes, and easily scaled from a 2U, 112-core, 48TB HDD/4.8TB SSD storage system to a full 32U rack of 1792 cores 1536TB HDD/76.8TB SSD storage solution.

ScaleFlux provides industry’s first, production-qualified Computational Storage Subsystem (CSS) solutions that uniquely integrate algorithmically complex compute engines with Terabytes of 3D NAND flash storage. CSS simply integrates into standard server and storage infrastructure through an easy-to-install Linux plug-in software package combined with standard PCIe HHHL Add-In Card and 2.5” U.2 drive level form factors.

“As a one-stop, easy-to-use, big data platform, TDH and the TxData combine for unprecedented real-time data analytics, streaming, and unstructured data processing performance,” said Yuanhao Sun, Founder of Transwarp. “ScaleFlux CSS easily integrates into our platform and provides 3D NAND Flash storage with unique, computational acceleration that further extends our performance value proposition vs. other big data and database offerings.”

Armed with state-of-the-art in-memory computation, efficient indexing, execution optimization, and high fault tolerance, TDH handles processing of data sets up to 10PB as a single instance. Transwarp’s value has been proven in the market by having deployed the most instances of Hadoop in the entire China market.

“Our mission is to further proliferate the value and deployment of Computational Storage in data-driven applications that face bottlenecks from both a compute efficiency and storage I/O perspective,” said Hao Zhong, CEO and co-founder for ScaleFlux, Inc. “It is an honor to work with Transwarp and their team of experts in real-time Big Data and Database applications to enable easy-to-use platforms that accelerate the time-to-insight gained from the real-time analysis of massive, multi-petabyte workloads.”

ScaleFlux CSS features field-programmable gate arrays (FPGAs) and enables acceleration for compression, erasure coding, and KV store, in addition to encryption, authentication, and common compute intensive algorithms. Future application level acceleration algorithms such as database queries, machine learning, AI, media transcoding, search, and many more, can be dropped into the same hardware infrastructure. By taking a programmable hardware approach, ScaleFlux has set CSS apart from commodity SSDs through the addition of proven, application level, value-added features while facilitating mass deployment of state-of-the-art 3D NAND Flash media.

About Transwarp Technology (www.transwarp.io)

Transwarp Technology is a leading big data software provider worldwide, focusing on enterprise database R&D and services. In 2016, Transwarp was recognized by Gartner as the most visionary company worldwide in data warehouse and data management. Transwarp is headquartered in Shanghai and has branches in more than 10 provinces and cities like Beijing, Guangzhou, Nanjing, and Jinan. Now Transwarp has finished series C round funding, led by Tencent.

2017年8月21日中国上海 -- 专业的大数据公司星环科技宣布在一站式大数据综合平台 Transwarp Data Hub(TDH)和超融合大数据一体机(TxData)方案中集成计算存储子系统(CSS)产品,ScaleFlux 是首家规模部署带计算存储解决方案的公司, CSS产品是ScaleFlux 提供的一个开创性的计算存储融合子系统解决方案。

星环科技的 TDH 是高性能自动化部署的大数据平台,一站式完成数据集成、存储、治理、计算、统计、挖掘、深度分析等工作。数据库提供。TxData是超融合大数据一体机,为TDH的部署做了特别的设计和优化,通过SSD闪存加速、FPGA加速、系统优化等方法,实现大数据处理平台性能最大化。TxData采用可堆叠、模块化的高密度服务器架构,在2U的机柜空间承载更多的服务器节点,可以轻松从2U,112核,48TB 硬盘/ 4.8TB SSD扩展到 32U, 1792核,1536TB硬盘/ 76.8TB SSD 的整机柜方案。

ScaleFlux提供行业首家产品化的计算存储子系统(CSS)的解决方案,CSS将重型计算引擎直接与3D NAND闪存存储结合,通过标准PCIe HHHL插件卡和2.5寸 U.2形态集成到服务器与存储基础架构中。

“作为一个一站式的,易于使用的大数据平台,TDH和TxData 的组合 可以提供远超传统方案的实时数据分析和非结构化数据处理的性能,”星环科技的首席技术官和创始人孙元浩说,“ScaleFlux 的CSS产品可以方便地集成到我们的平台, 提供3D NAND 闪存存储与独特的计算加速能力,进一步提高我们和其他大数据和数据库产品的的竞争力。”

结合最先进的内存计算,高效的索引,优化运行和高容错的特性,TDH可处理的高达10PB的单实例场景。星环科技的价值已经被市场认可, 在整个国内市场的部署Hadoop实例数稳居第一。

“我们的任务是进一步推进解决大数据应用和部署所面临的计算效率和存储I / O瓶颈,”ScaleFlux的首席执行官和联合创始人钟浩说,“ 我们很荣幸能和星环的专家团队在实时大数据和数据库应用上部署易于使用的平台,提高海量实时分析的效能。”

ScaleFlux CSS采用赛灵思现场可编程门阵列(FPGA),除了加密,认证和常用的计算密集型算法之外,还能够进行压缩,纠删,KV存储加速。此外,未来的平台和应用程序级加速算法,如数据库查询,机器学习,人工智能,媒体转码,搜索等等,都可以在同一基础设施中实现。拥有可编程硬件的计算能力, ScaleFlux 将CSS 产品和其他SSD 产品区别开来, 通过应用级别的优化, 增值的产品特性来进一步增值3D NAND 闪存大规模部署的价值。

关于星环科技 (www.transwarp.io)

星环科技是全球领先的大数据基础软件平台供应商,专注于企业级大数据核心平台数据库研发和服务。2016年被Gartner评为全球最具有前瞻性的数据仓库及数据管理解决方案厂商。公司总部设在上海,在北京、广州、南京、郑州等地设有分支机构。目前已完成C轮融资,腾讯领投。

ScaleFlux CEO Hao Zhong to Present at Open-Source Database Forum in Beijing ScaleFlux CEO 钟浩在北京开源数据库论坛上发表演讲
August 11th, 2017 2017年8月11日

SAN JOSE, California -– ScaleFlux, Inc. CEO & Co-Founder Hao Zhong will attend Open-Source Database Forum 2017 in Beijing, China as an invited speaker. Dr. Zhong will present on Friday, August 25th on the advantages offered by computational storage and the CSS product ecosystem.

The official conference description for Hao's talk is as follows:

Subject:Computational Storage System (CSS)'s speed and efficiency gains in SQl/NoSQL databases

Topic Introduction:Modern enterprise and cloud computing data centers face significant storage and computational load as a result of unprecendented growth in data sources. The three major pillars of data center infrastruture: network, storage, and computing, have evolved dramatically in the past decade. Gains in CPU frequency and multi-core development have been gradually flat, leading to data calculation and processing becoming more and more of a bottleneck. The integration of the high performance compute engines and high density flash memory of CSS will greatly enhance the speed and efficiency of heavy load calculation.

Speaker Introduction:Hao Zhong is a veteran leader of the storage industry, driving innovation with his wealth of R&D experience in such fields as hard disk r/w chips, SSD controllers, and PCIe SSD subsystems. An Electrical Engineering PhD from Rensselaer Institute of Technology, Dr. Zhong has previously served as senior technical director of Fusion-IO, technical director at SandForce, and system architect at LSI. In 2014, Dr. Zhong led a team to create ScaleFlux, Inc., a company focused on enhancing the performance of data center storage and computing, especially for database and large data applications.

About ODF 2017

The Open-Source Database Forum invites China's leading experts in large enterprise technology to share their experience and latest developments in the open source database ecosphere. ODF 2017 will be held in Beijing, China, on August 24th and 25th.

圣荷西, 加州 -– ScaleFlux, Inc. 创始人 & CEO 钟浩将作为受邀演讲者参加在中国北京举办的 Open-Source Database Forum 2017。钟博士将于8月25日(星期五)介绍CSS产品的优势。

演讲内容如下:

主题:可计算存储子系统(CSS)对SQL和NoSQL数据库的加速和效率提升

主题介绍:当今企业和云计算数据中心正面临着迅猛数据量增长和随之带来数据存储和计算负荷的重大挑战。 在过去的10年里,数据中心基础设施的三大部分:网络,存储,和计算发生了巨大变化。 在网络和存储性能实现了暴增的同时,计算方面的CPU 主频一直停滞不前,而多核的发展也渐近平缓。这使得数据计算和处理逐渐成为瓶颈,从而限制的服务器和存储的进一步提升。 融合了高性能计算引擎和高密度闪存的CSS , 大幅提升重负荷计算的效率。

嘉宾介绍:美国Rensselaer理工学院电子工程系博士;曾任美国Fusion-IO公司高级技术总监,SandForce公司技术总监和LSI公司系统架构师。拥有丰富的数据存储产品架构,创新和研发的实战经验,多次引领存储行业在硬盘读写芯片,SSD控制器及PCIe SSD子系统的技术革新 。2014年钟浩博士率领团队创建ScaleFlux公司,致力于提升数据中心存储和计算的性能与效率的提升,尤其是对数据库和大数据的应用进行了大幅度的优化。

关于 ODF 2017

开源数据库论坛拟邀请中国顶尖互联网公司和大型企业技术专家分享其在开源数据库方向上的经验以及最新进展。2017年ODF将于8月24日和25日在北京举行。

WOQU Integrates ScaleFlux into QBackup Cloud Appliance 沃趣科技QBackup容灾备份云平台中FPGA技术的应用
Computational Storage Dramatically Reduces Storage Backup Times Extending the Value of Robust Hybrid Cloud Backup and Recovery Solution
August 8th, 2017 2017年8月8日

HANGZHOU, China -– WOQU Technology Co., Ltd, a company dedicated to providing integrated database system solutions with high performance, high availability, and great scalability for both domestic and foreign large enterprises, has announced the integration of Computational Storage Subsystem (CSS) products into their QBackup Cloud Appliance provided by ScaleFlux, Inc., the pioneer in providing Computational Storage solutions at scale.

The QBackup Cloud Appliance is a historical data recovery and scalable database backup cloud machine. The solution supports zero data loss with high backup throughput with the integration of 10GbE and 56Gb InfiniBand in addition to flash and HDD storage media.

ScaleFlux’s CSS combines heavy-duty compute engines directly with Terabytes of 3D NAND flash storage, and simply integrates into server and storage infrastructure through standard PCIe HHHL Add-In Card and 2.5” U.2 drive level form factors.

“With our focus on making high-performance databases more reliable, minimizing backup latency with our QBackup Cloud Appliance is critical to our portfolio and corporate value proposition,” said Li Jianhui, CTO for WOQU Tech. “ScaleFlux CSS accelerates storage throughput by 13X on workloads that are compute bound due to data compression. Our customers can now optimize their database storage utilization footprint without sacrificing any throughput penalties which is a very valuable feature.”

“We see that the path to efficient server and storage infrastructure scaling in data-driven environments is address both storage I/O and compute bottlenecks simultaneously,” said Hao Zhong, CEO and co-founder for ScaleFlux, Inc. “We are thrilled to work closely with WOQU Tech on their QBackup Cloud Appliance, and deliver a user experience enhancement by substantially reducing the backup time of high-performance, robust databases, while also reducing the storage capacity footprint.”

ScaleFlux CSS features Xilinx field-programmable gate arrays (FPGAs) and enables acceleration for compression, erasure coding, KV store, in addition to encryption, authentication, and common compute intensive algorithms. In addition, future platforms, and application level acceleration algorithms such as database queries, machine learning, AI, media transcoding, search, and many more can be dropped into the same infrastructure.

More information about WOQU Tech’s QBackup Cloud Appliance featuring ScaleFlux CSS can be found here.

About Woqu Technology Co., Ltd. (www.woqutech.com)

Woqu Technology Co., Ltd, founded in 2012, is a company that provides integrated database system solutions with high performance, high availability and great scalability for both domestic and foreign large enterprises. Founded by some core DB Administrators and System Administrators of IT operation team of Alibaba Group, Woqu Tech is dedicated to provide professional DB and system services and products for industry customers. The headquarters and R&D center of Woqu Tech is located in Hangzhou, but has already established branch offices in Beijing, Shanghai, Chengdu, Lanzhou and Shenyang, responsible for sales and service matters all over China.

日前,沃趣科技宣布与ScaleFlux公司合作,将ScaleFlux提供的计算存储子系统(CSS)产品整合到QBackup容灾备份云平台,利用FPGA技术让产品性能再次得到升级。

ScaleFlux的CSS产品将重型计算引擎直接与TB 容量的3D NAND Flash存储结合, 通过标准的PCIe HHHL插件卡和2.5“ U.2形态集成到服务器和存储基础架构中。该产品后续将应用于沃趣科技数据库云产品一体化解决方案中,在数据库业务中发挥积极的作用。

众所周知,带计算的存储产品极大地减少了存储备份时间,提升了存储可用容量,从而扩展了数据库备份和恢复云平台方案的价值。

沃趣科技一直致力于提供集成的全方位数据库系统解决方案给国内外大型企业,其数据库产品具有高性能、高可用性以及良好的可扩展性。2017年8月8日,沃趣科技宣布将ScaleFlux 公司的计算存储子系统(CSS)的产品集成到他们的QBackup容灾备份云平台,结合其FPGA技术,致力于将用户数据库存储空间实现利用率最大化。

QBackup容灾备份云平台是一套可持续备份,历史数据秒级恢复,可扩展的数据库备份云解决方案。该解决方案支持零数据丢失和高备份吞吐带宽,支持千兆/万兆以太网及56Gb Infniband,实现高速网络互联。 存储架构实现SSD与机械硬盘配合,保证容量的同时,也保持较好的性能。

ScaleFlux的CSS产品将重型计算引擎直接与TB 容量的3D NAND Flash存储结合, 通过标准的PCIe HHHL插件卡和2.5“ U.2形态集成到服务器和存储基础架构中。

“我们专注在使高性能的数据库更可靠,减少QBackup容灾备份云平台的备份延迟,这是我们的产品组合和公司的价值主张的关键。”沃趣科技的首席技术官李建辉说,“ScaleFlux的CSS可以使得由于数据压缩造成CPU瓶颈的工作负载的吞吐量提升13倍。我们的客户现在可以在不牺牲任何吞吐量的情况下优化其数据库存储空间利用率,这是一个非常有价值的特性。”

“我们看到,高效能的服务器和存储基础架构的扩展, 在数据驱动的环境下,需要同时解决存储I/O和计算瓶颈。”ScaleFlux 公司的首席执行官和联合创始人钟浩说:“我们很高兴和沃趣科技紧密合作,提升QBackup容灾备份云平台的价值,大幅度降低用户数据库方案的备份时间,并且在提升用户体验的同时也降低存储容量。”

ScaleFlux CSS采用赛灵思现场可编程门阵列(FPGA),除了加密,认证和常用的计算密集型算法之外,还能够进行压缩,纠删,KV存储加速。此外,未来的平台和应用程序级加速算法,如数据库查询,机器学习,人工智能,媒体转码,搜索等等,都可以在同一基础设施中实现。

关于沃趣

杭州沃趣科技股份有限公司创建于2012年(股票代码:839849),是一家专注为企业用户提供基于高性能、高可用、可扩展的开放数据库云平台解决方案的国产厂商。公司创始团队为原阿里巴巴数据库及运维团队核心骨干,凭借丰富的运维经验,为行业客户提供数据库云产品及软硬件一体化解决方案。

公司产品已广泛应用于证券、保险、医疗、广电传媒、银行、电信、能源电力、快递物流、公共事业、大型企业等,为这些行业用户持续提供行业解决方案及服务支持。

公司先后获得国家级高新技术企业、杭州市高新技术企业、杭州高新区瞪羚企业等称号,并设有杭州市安全可控数据库技术研发中心。公司总部位于杭州,同时在北京、上海、广州、南京、兰州建立了分支机构,拥有辐射全国的销售和服务体系。

我们始终坚信,数据是驱动企业创新的源动力!坚持围绕企业数据库做好一件事

——让高性能触手可及!

ScaleFlux Showcase at Flash Memory Summit 2017 锐开在 FMS 2017
August 7th, 2017 2017年8月7日
sourced from PRNewswire 来自 PRNewswire

SANTA CLARA, California -- ScaleFlux will be in attendance at Flash Memory Summit 2017 to showcase its product at Xilinx, booth #126, August 8-10, 2017 at the Santa Clara Convention Center, Santa Clara, California.

ScaleFlux Computational Storage Subsystem (CSS) uniquely solves both compute and storage I/O bottlenecks. CSS compression accelerates throughput by an order-of-magnitude without the costly CPU overhead incurred by software solutions, resulting in optimal storage capacity utilization without performance compromises.

UCloud Selects ScaleFlux for Data-Driven Cloud Infrastructure UCloud选择ScaleFlux技术构建数据驱动的云基础架构
August 7th, 2017 2017年8月7日

SAN JOSE, California -- ScaleFlux, Inc., the pioneer in deploying Computational Storage at scale, announced that UCloud, China's leading independent public cloud provider, has selected ScaleFlux to power its advanced UPHost (UCloud Physical Host) infrastructure for Big Data, Database, Data Warehousing, and a fast-growing list of data-driven applications.

ScaleFlux provides industry’s first, production-qualified Computational Storage Subsystem (CSS) solutions that uniquely integrate algorithmically complex compute engines with Terabytes of 3D NAND flash storage. CSS simply integrates into standard server and storage infrastructure through an easy-to-install Linux plug-in software package combined with standard PCIe HHHL Add-In Card and 2.5” U.2 drive level form factors.

“UPHost offers outstanding computing performance to meet the core application scenarios for high performance and stability, and is built to run applications at any scale for our customers,” said Xianfeng Mo, CTO and Founder of UCloud. “With the integration of ScaleFlux CSS into UPHost, we are further extending UCloud’s value proposition by dramatically reducing the time to complete Big Data and Database jobs, while also optimizing flash storage capacity utilization.”

Large pools of Computational Storage will eliminate the scaling roadblocks faced by data-driven infrastructure where:

  1. traditional CPUs are highly inefficient when tasked to process modern, intense workloads
  2. the latency and power to move massive datasets from storage to the CPU is too expensive
  3. compute-intensive workloads can be sped up by orders-of-magnitude when parallelized across flash storage subsystems

These scaling challenges are commonly faced with applications in the field of Big Data, Database, Data Warehousing, Content Delivery, Search, Machine Learning, AI, VR, Genomics, Security, High-Performance Computing, and many others.

“By taking an evolutionary and simple approach to integrating CSS into application frameworks, we are delighted to provide our revolutionary Computational Storage solutions for UCloud’s UPHost infrastructure that will open new revenue generating use-cases for data-driven applications at scale with fast time-to-market,” said Hao Zhong, CEO and co-founder for ScaleFlux, Inc. “One of the primary values of CSS is the ability to reprogram new hardware acceleration engines in-system, which can evolve the infrastructure in lock step with new customer demands.”

ScaleFlux CSS features field-programmable gate arrays (FPGAs) and enables acceleration for compression, erasure coding, and KV store, in addition to encryption, authentication, and common compute intensive algorithms. Future application level acceleration algorithms such as database queries, machine learning, AI, media transcoding, search, and many more, can be dropped into the same hardware infrastructure. By taking a programmable hardware approach, ScaleFlux has set CSS apart from commodity SSDs through the addition of proven, application level, value-added features while facilitating mass deployment of state-of-the-art 3D NAND Flash media.

ScaleFlux CSS is available for customer deployment today.

About UCloud (www.ucloud.cn)

UCloud (Shanghai UCloud Cloud Computing Co., Ltd.) is a leading IaaS service provider in China. UCloud's own R&D solutions range from computing and storage to network resources and other fundamental IT infrastructure that enterprises need. UCloud has provided services to 50,000 enterprise customers worldwide.

日前,UCloud宣布将与ScaleFlux公司合作,将ScaleFlux提供的计算存储子系统(CSS)产品整合到UCloud基础设施中。CSS将重型计算引擎直接与3D NAND闪存存储结合,通过标准PCIe HHHL插件卡和2.5 U.2形态集成到服务器与存储基础架构中。该产品后续将应用于UCloud服务器产品,在混合云、大数据、内存存储、数据库等业务上发挥作用。

众所周知,SSD的吞吐量是机械硬盘的10-20 倍,随机读写性能更是可高达机械硬盘的数千倍,这对数据中心和云基础设施产生了深远影响。随着闪存成为工作负载应用程序的主流存储介质,加上引入性价比更高的3D NAND介质,存储性能增大只会加剧内存I/O和容量受限的问题。而可计算存储 (Computational Storage Subsystem)的部署标志着IT基础架构解决方案中的根本变化,该技术可以解决计算和存储I/O双密集应用的巨浪冲击。

UCloud CTO莫显峰表示: "Uloud提供高效的云基础设施,为客户各类应用程序提供服务。将ScaleFlux CSS整合到UCloud基础设施平台中,不仅有利于提升闪存存储空间利用率,而且在特定业务场景下可以利用CSS本身的计算性能节省CPU资源。”

据介绍,大型计算存储池可以消除数据驱动型应用程序面临的扩展障碍,应用了CSS技术,CPU处理现代复杂工作负载的性能限制将被突破;海量数据使得从存储到CPU移动数据产生巨大延时和功耗开销将减小;大数据、数据库、内容交付、搜索、机器学习、人工智能、虚拟现实、基因组学以及安全高性能计算等计算密集型工作负载,可以实现多个数量级的加速。

“我们很高兴为UCloud领先的云基础架构提供革命性的计算存储CSS解决方案,通过采用革命性但简单的方法将CSS集成到现有的IT基础架构和应用程序框架中,为数据驱动的应用程序开发新的用户场景和用例。”ScaleFlux公司首席执行官兼联合创始人钟浩表示,“CSS的主要价值就是在系统级别上将硬件加速引擎的重新编程能力引入到平台中,与客户不断发展的新需求保持一致。”

ScaleFlux CSS采用赛灵思现场可编程门阵列(FPGA),除了加密、认证和常用的计算密集型算法之外,还能够进行压缩、纠删、KV存储加速。此外,未来的平台和应用程序级加速算法,如数据库查询、机器学习、人工智能、媒体转码、搜索等,都可以在同一基础设施中实现。