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Exam Code: 4A0-M05 Practice test 2022 by team
4A0-M05 Nokia Cloud Packet Core

Exam Name: Nokia Cloud Packet Core
Exam Number: 4A0-M05
Credit Towards Certifications: Nokia Cloud Packet Core Expert | Nokia Service Routing Architect
Exam Duration: 90 minutes
Required Passing Score: 80%
Exam Appointment Duration: 135 minutes.
This is the test duration plus a 45 minute tutorial on computer-based examinations.
Number of Questions: 40
Language: English

Course Objectives
- Describe the architecture of the Nokia CPC and its cloud native design capabilities
- Illustrate the network function virtualization platform used for CPC
- Describe the management architecture of the CPC
- Explain key virtualization concepts
- Use CBAM to deploy CMM and CMG
- Explain the VNF architecture of the Nokia CMM
- Explain the VNF architecture of the Nokia CMG
- Describe the virtual machine (VM) components of the CMM and CMG VNFs
- Describe the IP networks required by the CMM and CMG VNFs
- Describe the dimensioning, scaling, resiliency, and lifecycle management of the CMM and CMG VNFs
- Describe the architecture and the components of the Nokia Smart Plan Suite (SPS) VNF
- Identify the different 5G deployment options
- Illustrate how the Nokia CPC architecture supports the evolution towards 5G
- Describe 5G non-standalone option 3
- Verify the health of CPC VNFs including their stacks, VMs, and networks
- Troubleshoot virtualization infrastructure using CLI commands
- Configure the CMM and CMG on a Nokia CPC for an LTE Attach
- Troubleshoot LTE Attach failure scenarios using UE call traces and logs
- Perform Life-Cycle Management (LCM) operations on CMM and CMG with CBAM

Nokia Cloud Packet Core
Alcatel-Lucent basics
Killexams : Alcatel-Lucent basics - BingNews Search results Killexams : Alcatel-Lucent basics - BingNews Killexams : Cloud-RAN Market Report Covers Future Trends with Research 2022-2029 | Intel, ZTE Corporation, Alcatel-Lucent

New Jersey, N.J., July 11, 2022 The Cloud-RAN Market research report provides all the information related to the industry. It gives the outlook of the market by giving authentic data to its client which helps to make essential decisions. It gives an overview of the market which includes its definition, applications and developments, and manufacturing technology. This Cloud-RAN market research report tracks all the recent developments and innovations in the market. It gives the data regarding the obstacles while establishing the business and guides to overcome the upcoming challenges and obstacles.

First of all, Cloud-RAN offers various benefits like a reduction in the cost of network operations. The three types of cost reductions are energy consumption, site rental expenses and operational & maintenance cost of the network. These savings can be balanced against the cost incurred on fiber optical cables required to meet fronthaul capacity and latency requirements. Cloud-RAN also enhances capacity due to coordinated multipoint and ensures speedy performance. The aforementioned benefits of Cloud-RAN architecture automatically increase the value of service to end-users. Second, the global Cloud-RAN market can be divided into different regions. Emerging economies of Asia Pacific will generate significant demand in the following year.

Get the PDF demo Copy (Including FULL TOC, Graphs, and Tables) of this report @:

Competitive landscape:

This Cloud-RAN research report throws light on the major market players thriving in the market; it tracks their business strategies, financial status, and upcoming products.

Some of the Top companies Influencing this Market include:Intel, ZTE Corporation, Alcatel-Lucent, Huawei Technologies, IBM,

Market Scenario:

Firstly, this Cloud-RAN research report introduces the market by providing an overview which includes definition, applications, product launches, developments, challenges, and regions. The market is forecasted to reveal strong development by driven consumption in various markets. An analysis of the current market designs and other basic characteristics is provided in the Cloud-RAN report.

Regional Coverage:

The region-wise coverage of the market is mentioned in the report, mainly focusing on the regions:

  • North America
  • South America
  • Asia and Pacific region
  • Middle East and Africa
  • Europe

Segmentation Analysis of the market

The market is segmented on the basis of the type, product, end users, raw materials, etc. the segmentation helps to deliver a precise explanation of the market

Market Segmentation: By Type

BBU (Baseband Units)

RRU (Remote Radio Units)

Optical Transport Network



Measurement Device

Market Segmentation: By Application

Network Services

Custom Services

System Integration Services

For Any Query or Customization:

An assessment of the market attractiveness with regard to the competition that new players and products are likely to present to older ones has been provided in the publication. The research report also mentions the innovations, new developments, marketing strategies, branding techniques, and products of the key participants present in the global Cloud-RAN market. To present a clear vision of the market the competitive landscape has been thoroughly analyzed utilizing the value chain analysis. The opportunities and threats present in the future for the key market players have also been emphasized in the publication.

This report aims to provide:

  • A qualitative and quantitative analysis of the current trends, dynamics, and estimations from 2022 to 2029.
  • The analysis tools such as SWOT analysis, and Porter’s five force analysis are utilized which explain the potency of the buyers and suppliers to make profit-oriented decisions and strengthen their business.
  • The in-depth analysis of the market segmentation helps to identify the prevailing market opportunities.
  • In the end, this Cloud-RAN report helps to save you time and money by delivering unbiased information under one roof.

Table of Contents

Global Cloud-RAN Market Research Report 2022 – 2029

Chapter 1 Cloud-RAN Market Overview

Chapter 2 Global Economic Impact on Industry

Chapter 3 Global Market Competition by Manufacturers

Chapter 4 Global Production, Revenue (Value) by Region

Chapter 5 Global Supply (Production), Consumption, Export, Import by Regions

Chapter 6 Global Production, Revenue (Value), Price Trend by Type

Chapter 7 Global Market Analysis by Application

Chapter 8 Manufacturing Cost Analysis

Chapter 9 Industrial Chain, Sourcing Strategy and Downstream Buyers

Chapter 10 Marketing Strategy Analysis, Distributors/Traders

Chapter 11 Market Effect Factors Analysis

Chapter 12 Global Cloud-RAN Market Forecast

Buy Exclusive Report @:

Contact Us:

Roger Smith


[email protected]

+1 775 237 4147

Mon, 11 Jul 2022 00:38:00 -0500 A2Z Market Research en-US text/html
Killexams : IT Spending in Railways Market Size, Growth Share, Future Trends, 2022 Top Key Players Review, Demand and Global Analysis by Forecast

The MarketWatch News Department was not involved in the creation of this content.

Jul 07, 2022 (The Expresswire) -- "Final Report will add the analysis of the impact of COVID-19 on this IT Spending in Railways industry."

Global "IT Spending in Railways Market" (2022-2028) report provides key analysis on the market status of IT Spending in Railways manufacturers with the best facts and figures, definitions, SWOT analysis, expert opinions and the latest developments around the world. The all-inclusive market research report also offers Porter’s Five Forces Analysis and profiles some of the leading players of the global IT Spending in Railways Market. It sheds light on changing market dynamics and discusses about different growth drivers, market challenges and restraints, and trends and opportunities in detail. Interested parties are provided with market recommendations and business advice to ensure success in the global IT Spending in Railways market.

Global IT Spending in Railways Market Report 2022 is spread across 147 pages and provides exclusive vital statistics, data, information, trends and competitive landscape details in this niche sector.

Get a demo PDF of the report at-

List of TOP KEY PLAYERS in IT Spending in Railways Market Report are -

● Accenture
● Altran Technologies
● Alcatel-Lucent
● Alstom
● Hitachi
● Bombardier
● Capgemini
● Cisco Systems
● DXC Technology
● GE Transportation
● Huawei Technologies
● Indra Sistemas
● Infosys
● Siemens
● Tech Mahindra
● Wipro

The information for each competitor includes - Company Profile, Main Business Information, SWOT Analysis, Sales, Revenue, Price and Gross Margin, Market Share.

IT Spending in Railways Market Analysis and Insight:

Railways all over the world progressively implements Information Technology for improvement in efficiency and for better management. Computerised Management Information System could help in planning, monitoring and decision making of all modern Railways.

Market Analysis and Insights: Global IT Spending in Railways Market

Due to the COVID-19 pandemic, the global IT Spending in Railways market size is estimated to be worth USD 11170 million in 2021 and is forecast to a readjusted size of USD 11170 million by 2028 with a CAGR of 8.7% during the review period. Fully considering the economic change by this health crisis, by Type accounting for (%) of the IT Spending in Railways global market in 2021, is projected to value USD million by 2028, growing at a revised (%) CAGR in the post-COVID-19 period. While by Type segment is altered to an (%) CAGR throughout this forecast period.

The major players in global IT Spending in Railways market include Alcatel-Lucent, Hitachi, Bombardier, etc. The top 3 players occupy about 20% shares of the global market. Europe and Asia-Pacific are main markets, they occupy about 60% of the global market. Services is the main type, with a share about 50%. Facilities Management is the main application, which holds a share about 45%.

Global IT Spending in Railways Scope and Market Size

The global IT Spending in Railways market is segmented by company, region (country), by Type and by Application. Players, stakeholders, and other participants in the global IT Spending in Railways market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on sales, revenue and forecast by region (country), by Type and by Application for the period 2017-2028.

Get a demo Copy of the IT Spending in Railways Market Report 2022-2028

Global IT Spending in Railways Market Segmentation By Types, By Applications and By Region:

Global IT Spending in Railways market analysis and market size information is provided by regions (countries). Segment by Application, the IT Spending in Railways market is segmented into United States, Europe, China, Japan, Southeast Asia, India and Rest of World. The report includes region-wise IT Spending in Railways market forecast period from history 2017-2028. It also includes market size and forecast by players, by Type, and by Application segment in terms of sales and revenue for the period 2017-2028.

The report introduced the IT Spending in Railways basics: definitions, classifications, applications and market overview; product specifications; manufacturing processes; cost structures, raw materials and so on. Then it analyzed the world’s main region market conditions, including the product price, profit, capacity, production, supply, demand and market growth rate and forecast etc. In the end, the report introduced new project SWOT analysis, investment feasibility analysis, and investment return analysis.

Competitive Landscape and IT Spending in Railways Market Share Analysis:

IT Spending in Railways market size competitive landscape provides details and data information by players. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2017-2021. It also offers detailed analysis supported by reliable statistics on revenue (global and regional level) by players for the period 2017-2021. Details included are company description, major business, company total revenue and the sales, revenue generated in IT Spending in Railways business, the date to enter into the IT Spending in Railways market, IT Spending in Railways product introduction, recent developments, etc.

The report offers detailed coverage of IT Spending in Railways industry and main market trends with impact of coronavirus. The market research includes historical and forecast market data, demand, application details, price trends, and company shares of the leading IT Spending in Railways by geography. The report splits the market size, by volume and value, on the basis of application type and geography. Report covers the present status and the future prospects of the global IT Spending in Railways market for 2017-2028.

Global IT Spending in Railways Market report forecast to 2028 is a professional and comprehensive research report on the world’s major regional market conditions, focusing on the main regions (North America, Europe and Asia-Pacific) and the main countries (United States, Germany, United Kingdom, Japan, South Korea and China).

COVID-19 Impact on Market:

The recent COVID-19 outbreak first began in Wuhan (China) in December 2019, and since then, it has spread around the globe at a fast pace. China, Italy, Iran, Spain, the Republic of Korea, France, Germany, and the US are among the worst-affected countries in terms of positive cases and reported deaths, as of March 2020. The COVID-19 outbreak has affected economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. The global food and beverage industry is one of the major industries facing serious disruptions such as supply chain breaks, technology events cancellations, and office shutdowns as a result of this outbreak. China is the global manufacturing hub, with the presence of and the largest raw material suppliers. The overall market breaks down due to COVID-19 is also affecting the growth of thebaconmarket due to shutting down of factories, obstacle in supply chain, and downturn in world economy.

To Know How COVID-19 Pandemic Will Impact IT Spending in Railways Market/Industry- Request a demo copy of the report-

IT Spending in Railways Market Segment by Type:

● Services ● Software ● Hardware

IT Spending in Railways Market Segment by Applications:

● Facilities Management ● Asset Management ● Passenger Management ● Others

IT Spending in Railways Market Segment by Region:

● North America (the United States, Canada and Mexico) ● Europe (Germany, UK, France, Italy, Russia and Turkey, etc.) ● Asia-Pacific (China, Japan, Korea, India, Australia and Southeast Asia (Indonesia, Thailand, Philippines, Malaysia, and Vietnam)) ● South America (Brazil etc.) ● The Middle East and Africa (North Africa and GCC Countries)

Geographic Segmentation

The report offers exhaustive assessment of different region-wise and country-wise IT Spending in Railways market such as U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc. Key regions covered in the report are North America, Europe, Asia-Pacific, Latin America, and the Middle East and Africa.

For the period 2017-2028, the report provides country-wise revenue and volume sales analysis and region-wise revenue and volume analysis of the global IT Spending in Railways market. For the period 2017-2021, it provides sales (consumption) analysis and forecast of different regional markets by Application as well as by Type in terms of volume.

Enquire before purchasing this report-

Key Questions Answered in The Report:

● What are the strengths and weaknesses of the key vendors? ● Who are the Leading key players and what are their Key Business plans in the near future? ● What will be the IT Spending in Railways market growth rate and size in the coming year? ● What are the main key factors driving the global IT Spending in Railways market? ● What are the key market trends impacting the growth of the global IT Spending in Railways market? ● Which are Trending factors influencing the market shares of the top regions across the globe? What is the impact of Covid-19 on the current industry? ● Who are the key market players and what are their strategies in the global IT Spending in Railways market? ● What are the market opportunities and threats faced by the vendors in the global IT Spending in Railways market? What industrial trends, drivers, and challenges are manipulating its growth? ● What are the key outcomes of the five forces analysis of the global IT Spending in Railways market?

Reasons to Purchase this Report:

● Analyzing the outlook of the market with the recent trends and SWOT analysis. ● Market dynamics scenario, along with growth opportunities of the market in the years to come. ● Market segmentation analysis including qualitative and quantitative research incorporating the impact of economic and non-economic aspects. ● Regional and country level analysis integrating the demand and supply forces that are influencing the growth of the market. ● Market value (USD Million) and volume (Units Million) data for each segment and sub-segment ● Competitive landscape involving the market share of major players, along with the new projects and strategies adopted by players in the past years. ● Comprehensive company profiles covering the product offerings, key financial information, recent developments, SWOT analysis, and strategies employed by the major market players.

Purchase this report (Price 4000 USD for single user license)-

Major Points from Table of Contents:

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global IT Spending in Railways Market Size by Type (2017 VS 2021VS 2028)
1.2.2 Services
1.2.3 Software
1.2.4 Hardware
1.3 Market by Application
1.3.1 Global IT Spending in Railways Market Share by Application (2017 VS 2021 VS 2028)
1.3.2 Facilities Management
1.3.3 Asset Management
1.3.4 Passenger Management
1.3.5 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global IT Spending in Railways Market Perspective (2017-2028)
2.2 Global IT Spending in Railways Market Size by Region: 2017 VS 2021 VS 2028
2.3 Global IT Spending in Railways Revenue Market Share by Region (2017-2022)
2.4 Global IT Spending in Railways Revenue Forecast by Region (2023-2028)
2.5 Geographic Market Analysis: Market Facts and Figures
2.5.1 United States IT Spending in Railways Estimates and Projections (2017-2028)
2.5.2 Europe IT Spending in Railways Estimates and Projections (2017-2028)
2.5.3 China IT Spending in Railways Estimates and Projections (2017-2028)
2.5.4 Japan IT Spending in Railways Estimates and Projections (2017-2028)
2.5.5 Southeast Asia IT Spending in Railways Estimates and Projections (2017-2028)
2.5.6 India IT Spending in Railways Estimates and Projections (2017-2028)
3 Global IT Spending in Railways Competition Landscape by Players
3.1 Global Top IT Spending in Railways Players by Revenue (2017-2022)
3.1.1 Global Top IT Spending in Railways Players by Revenue (2017-2022)
3.1.2 Global IT Spending in Railways Revenue Market Share by Players (2017-2022)
3.2 Global IT Spending in Railways Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Players Covered: Ranking by IT Spending in Railways Revenue
3.4 Global IT Spending in Railways Market Concentration Ratio
3.4.1 Global IT Spending in Railways Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by IT Spending in Railways Revenue in 2021
3.5 IT Spending in Railways Key Players Head office and Area Served
3.6 Key Players IT Spending in Railways Product Solution and Service
3.7 Date of Enter into IT Spending in Railways Market
3.8 Mergers and Acquisitions, Expansion Plans
4 IT Spending in Railways Breakdown Data by Type
4.1 Global IT Spending in Railways Historic Market Size by Type (2017-2022)
4.2 Global IT Spending in Railways Forecasted Market Size by Type (2023-2028)
5 IT Spending in Railways Breakdown Data by Application
5.1 Global IT Spending in Railways Historic Market Size by Application (2017-2022)
5.2 Global IT Spending in Railways Forecasted Market Size by Application (2023-2028)
6 United States IT Spending in Railways Market Facts and Figures
6.1 United States IT Spending in Railways Revenue by Company (2017-2022)
6.2 United States IT Spending in Railways Market Size by Type
6.2.1 United States IT Spending in Railways Market Size by Type (2017-2022)
6.2.2 United States IT Spending in Railways Market Size by Type (2023-2028)
6.2.3 United States IT Spending in Railways Market Share by Type (2017-2028)
6.3 United States IT Spending in Railways Market Size by Application
6.3.1 United States IT Spending in Railways Market Size by Application (2017-2022)
6.3.2 United States IT Spending in Railways Market Size by Application (2023-2028)
6.3.3 United States IT Spending in Railways Market Share by Application (2017-2028)
7 Europe IT Spending in Railways Market Facts and Figures
7.1 Europe IT Spending in Railways Revenue by Company (2017-2022)

Continued . . .

With tables and figures helping analyze worldwide Global IT Spending in Railways market trends, this research provides key statistics on the state of the industry and is a valuable source of guidance and direction for companies and individuals interested in the market.

Browse complete table of contents at

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Wed, 06 Jul 2022 19:02:00 -0500 en-US text/html
Killexams : 30-Plus Certifications to Advance Your Networking Career

Aruba Networks certifications

Aruba Certified Switching Professional (ACSP)

Aruba Certified Mobility Associate (ACMA)

Aruba Certified Mobility Professional (ACMP)

Established program with various learning tracks and a range of certifications.

Certifications identify technical knowledge and skills, design, deployment, and management in complex settings. 

BICSI certifications

BICSI Technician (TECH)

Focused on supporting information technology systems, BICSI is a professional association with more than 26,000 members in approximately 100 countries.

The TECH credential is a midlevel certification targeting those with 1-3 years of documented industry experience.

The credential identifies professionals who understand and can apply installation-specific information, lead installation teams, perform testing and troubleshooting on copper and optical fiber installations, evaluate applications of cabling installation, make recommendations regarding codes and standards, and perform retrofits and upgrades for existing infrastructures.

Cisco certifications

Cisco Certified Network Associate Routing and Switching (CCNA)

Cisco Certified Network Professional Enterprise Certification and Training (CCNP Enterprise)

CCIE Enterprise Infrastructure Certification and Training

CCIE Enterprise Wireless Certification and Training

Cisco has a well-known and highly developed certification portfolio.

Certifications in this category are aimed at candidates interested in building careers in wired and wireless networking techniques and technologies, network design, or routing and switching technologies.

Certification paths range from entry level to expert.

Certifications are targeted to network specialists, administrators, support engineers and design engineers. 

CIW (Certified Internet Web Professional) 

CIW Network Technology Associate

Entry-level certification developed by CIW (formerly called Certification Partners).

The target audience includes technical sales, support engineers, network administrators, product managers and engineers.

Content focuses on mastering the basics of networking and exploring key concepts, skills and core terms to prepare candidates for job readiness in networking, internet protocols, network security, and more.

CompTIA certifications

CompTIA Network+

This is one of the most popular general networking certifications in the world.

It targets candidates seeking careers as network administrators, technicians or installers, help desk technicians, and IT cable installers.

Recognized or required by the Department of Defense, Dell, HP, Ricoh, Sharp and Xerox. Also required for Apple Consultants Network membership.

Certified Wireless Network Professional (CWNP)

Certified Wireless Network Administrator (CWNA)

Certified Wireless Design Professional (CWDP)

Certified Wireless Analysis Professional (CWAP)

Certified Wireless Network Expert (CWNE)

Established certification program offering a full complement of certifications ranging from entry-level to professional career certifications.

Certifications focus on enterprise Wi-Fi skills.

CWNP also offers Certified Wireless Security Professional (CWSP) and Certified Wireless Network Trainer (CWNT) credentials.

Electronics Technicians Association (ETA) International certifications

Computer Service Technician (CST)

Information Technology Security (ITS)

Network Computer Technician (NCT)

Network Systems Technician (NST)

Wireless Network Technician (WNT)

ETA offers more than 90 certifications targeting electronics professionals.

ETA is accredited by the International Certification Accreditation Council and has issued more than 180,000 certifications.

Extreme Networks certifications

Extreme Networks Certified Specialist (ECS)

Extreme Networks Sales Specialist (ESS)

​​Extreme Networks Design Specialist (EDS)

These technical certifications focus on practical, hands-on training to support and optimize an organization’s networks.

Multiple concentrations are available.

Hurricane Electric Internet Services certifications

Hurricane Electric IPv6 Certification

This free online certification project validates skills in basic IPv6 concepts.

Certification test includes IP address format, reverse DNS, localhost address, default routing, documentation prefix, link-local prefix, multicast prefix, traceroute, and IPv6 server configuration.

IPv6 Forum certifications

IPv6 Forum Silver or Gold Certified Engineer

The IPv6 Education Certification Logo Program promotes IPv6 education and helps candidates build skills to foster swifter adoption of IPv6.

Courses focus on practical application and consist of both instructor-led and hands-on lab instruction.

Juniper Networks certifications

Juniper Networks Certified Specialist Enterprise Routing and Switching (JNCIS-ENT)

Juniper Networks Certified Professional Enterprise Routing and Switching (JNCIP-ENT)

Juniper Networks Certified Expert Enterprise Routing and Switching (JNCIE-ENT)

JNCIS-ENT, JNCIP-ENT and JNCIE-ENT are vendor-specific credentials that address installation and support of LAN/WAN routers and switches in Juniper Networks’ technology-based networks.

Credential holders possess skills necessary to support large enterprise environments.

Nokia certifications

Nokia Network Routing Specialist II (NRS II)

This certification is for intermediate network professionals experienced with IP and Ethernet technologies.

NRS II certification recognizes advanced networking and service offerings that build on core aspects of Nokia service routing. The certification covers internet routing protocols, IP/MPLS networks, and implementing Nokia Layer 2 and Layer 3 services.

Note that Alcatel-Lucent operates as part of the Nokia Group. This certification was known as the Alcatel-Lucent Network Routing Specialist II (NRS II), and some study guides still refer to it as such.

Oracle certifications

Oracle Certified Expert, Oracle Solaris 11 Network Administrator 

Oracle has a well-established vendor-specific certification program. This certification validates the technical skills of system administrators who work with LANs and the Oracle Solaris operating system (Oracle Solaris OS).

The credential was formerly Sun Certified Network Administrator (SCNA).

Palo Alto certifications

Palo Alto Networks Certified Network Security Engineer (PCNSE)

PCNSE credential holders possess knowledge and technical skills necessary to install, configure and implement Palo Alto Networks technologies at the advanced engineering level.

The credential is targeted to partners, system engineers, system integrators, support engineers, pre-sales system engineers, support staff or anyone using Palo Alto Network technologies.

Riverbed Professional Services (RPS) certifications

Riverbed Certified Performance Engineering (RCPE)

The Riverbed Certified Performance Engineering (RCPE) program has several tracks, including WAN optimization, network and infrastructure visibility, network configuration, and more. Courses span foundational, associate and professional levels. 

RPS changed its education program from product-focused how-tos to a learning environment that teaches how to consider business needs, obstacles and solutions.

SolarWinds certifications

SolarWinds Certified Professional (SCP)

Credential validates skills in networking management fundamentals, network management planning, network management operations, network fault and performance troubleshooting, and Orion NPM administration.

The SCP is an accredited certification.

Wireshark certifications

WCNA Certification

Vendor-specific credential for professionals who use Wireshark to analyze network traffic and then use that information to troubleshoot, optimize and secure networks.

Wireshark is considered the de facto open-source product for network protocol analysis, with more than 400,000 downloads per month.

The WCNA test was certified by the U.S. Army in 2009 and covers Wireshark functionality, TCP/IP network communications, and network troubleshooting and security.

Tue, 28 Jun 2022 12:00:00 -0500 en text/html
Killexams : Verizon and 8 Other Big Telecom Stocks You Should Buy Right Now No result found, try new keyword!Telecom stocks were in focus on Tuesday after Alcatel-Lucent said it was exploring a merger with rival Nokia. Here are nine large telecom companies to buy. Telecom stocks were in focus on Tuesday ... Tue, 05 Jul 2022 12:00:00 -0500 en-us text/html Killexams : About HotHardware

Dave Altavilla

Founder - Editor in Chief

With an 18+ year career in the Semiconductor industry, Dave Altavilla started over a decade ago with a vision from the inside looking out but with a passion for the wonders of system-level development and performance that culminate into the next generation products of tomorrow.  Cultivated with the sweat-equity of time spent in the engineering backrooms and offices of Chief Architects at Wallstreet bellwethers like Motorola, Cisco, Alcatel-Lucent and EMC, Dave's insight into the design and manufacturing of leading-edge technologies, brings a laser-sharp understanding of what it takes to deliver a best-of-class product to market.  Dave currently handles final editorial responsibilities of HotHardware's content, along with the site's creative vision and business development efforts.   In addition to product launch articles at HH for the major OEM releases, Dave is also a published author in various technology-based print publications and has been a featured guest on various webcasts and Tech radio shows.  In his spare time Dave likes to spend time by the ocean and coach youth Baseball.

Marco Chiappetta

Managing Editor

Marco's interest in computing and technology dates way back to his early childhood. Even before being exposed to the Commodore P.E.T. and later the Commodore 64 some 25 years ago, he was interested in electricity and electronics, and he still has the modded AFX cars and shop-worn soldering irons to prove it. Once he got his hands on his own Commodore 64, however, computing became Marco's passion. Throughout his academic and professional lives, Marco has worked with virtually every major platform from the TRS-80 and Amiga, to today's high end, multi-core servers. Over the years, he has worked in many fields related to technology and computing, including system design, assembly and sales, professional quality assurance testing, and technical writing. In addition to being the Managing Editor here at HotHardware for the last 9 years, Marco is also a freelance writer whose work has been published in a number of PC and technology related print publications and he is a regular fixture on the PC Chat radio show.

Paul Lilly

Technical Editor

Tech journalist by day, badass biker by night, and a 24/7 Boston sports fan, Paul Lilly epitomizes the archetype of the modern day geek. You won’t ever catch Paul wearing a pocket protector, but you might find him cruising down the highway on two-wheels wearing an Oregon Trail t-shirt, or sticking his head in a home brewed PC while donning a do-rag or Celtics jersey. Like so many from his generation, the Commodore 64 seduced him into the titillating world of computers, and through the years, he’s courted a number of OSes and platforms from DOS on up to Windows 8. Having joined the HotHardware team in 2011, Paul is now a mainstay of the site covering the news beat and reviews, and resident wiseguy who keeps the mood light. He’s also an experienced freelance writer whose work has appeared in a number of online and print publications.

Jennifer Johnson

Technical Editor

Jennifer grew up around technology. From an early age, she was curious about all things related to computers. As a girl, Jennifer remembers spending nights with her dad programming in BASIC and taking apart hard drives to see what was inside. In high school, she wrote her senior term paper on her experiences with building custom computers.

Jennifer graduated from the Jeffrey S. Raikes School of Computer Science and Management at the University of Nebraska at Lincoln. After college, she began writing full-time for various PC and technology magazines. Later, she transitioned to the Web. In these roles, Jennifer has covered a variety of syllabus including laptops, desktops, smartphones, cameras, tablets, and various consumer electronics devices. When she's not playing with or writing about the latest gadget, Jennifer loves to spend time with her family, capture memories with her camera, and scrapbook.

Fri, 25 Apr 2014 02:03:00 -0500 en-us text/html
Killexams : Telecom Billing Outsourcing Market Size, Shares, Trends, Business Strategies and Opportunities with Key Players Analysis 2030

This report provides in-depth study on the current state of the Global Telecom Billing Outsourcing Market 2022-2030. Key players in the Global Telecom Billing Outsourcing Market have been identified through the secondary research and their market share has been determined through primary and secondary research. Telecom Billing Outsourcing Market top key player’s analysis are given by companies like Accenture, Amdocs, Cerillion, Comarch, Huawei, MIND C.T.I., Sterlite Technologies, Tata Consultancy Services, Ericsson, WNS Holdings, IBM, Alcatel-Lucent, Convergys, Fujitsu, ZTE Corporation, NEC Corporation, Cisco Systems, Nokia Networks.

The ”Telecom Billing Outsourcing Market“ report offers a detailed analysis of the current market situation, as well as gives valuable information regarding the future outlook of the industry. It provides a complete analysis of changing market dynamics and opportunities, industry market trends in all business verticals, overall global as well as regional markets. The Telecom Billing Outsourcing industry report also includes the forecasts for this industry by various types, applications, and regions for the period from 2022 to 2030 with estimated revenue figures. Market players can use the competitive landscape given in this report that includes the analysis of key terms such as net profit margin, cost structure, sales price, and gross margin which helps understand how the Telecom Billing Outsourcing market will play out in near future.

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The report offers data about the overall business perspectives that impact the market improvement over the examination period from 2022 to 2030. Then, the report provides information on competitive situations and trends including merger and acquisition and expansion, market shares of the top players, and market concentration rate. Readers could also be provided with production, revenue, and average price shares by manufacturers. All such forces are studied in depth to arrive at a market forecast which can help build the investment strategies in the global Telecom Billing Outsourcing market.

The report classifies the market into different segments. These segments are studied in detail incorporating the market estimates and forecasts at regional and country level. The data therein is gathered into a variety of charts and infographics to provide information on things such as estimated sales and revenue figures, gross margin, and more. There are diagrams depicting everything from the supply chain data to an overview of the leading companies within the Telecom Billing Outsourcing market. The markets have been broken down by region to provide a better scope on where worldwide consumer interest lies for this specific product category. Additionally, it also outlines key trends, pricing, sales channels, and potential growth opportunities for the Telecom Billing Outsourcing market across geographies within the forecast year 2022 to 2030

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Telecom Billing Outsourcing Market Size and Shares Analysis:

In 2020, the global Telecom Billing Outsourcing market size was USD Million and it is expected to reach USD Million by the end of 2030, with a Growing CAGR during 2022-2030.

List of TOP KEY PLAYERS in Telecom Billing Outsourcing Market Report are: –

  • Accenture
  • Amdocs
  • Cerillion
  • Comarch
  • Huawei
  • MIND C.T.I.
  • Sterlite Technologies
  • Tata Consultancy Services
  • Ericsson
  • WNS Holdings
  • IBM
  • Alcatel-Lucent
  • Convergys
  • Fujitsu
  • ZTE Corporation
  • NEC Corporation
  • Cisco Systems
  • Nokia Networks

This section includes company profiles of market key players which include contact information, capacity, product details of each firm, price, and cost are covered. Telecom Billing Outsourcing market report investigates new project feasibility with the purpose of enlightening new entrants about the possibilities in this market. In this report, thorough SWOT analysis and investment analysis are provided which forecasts imminent opportunities for the Telecom Billing Outsourcing market players.

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Telecom Billing Outsourcing Market Segmentation:

The Telecom Billing Outsourcing Market report firstly introduced the Filter Element basics: definitions, classifications, applications, and market overview; product specifications; manufacturing processes; cost structures, raw materials, and so on. Then it analyzed the world’s main region market conditions, including the product price, profit, capacity, production, supply, demand, market growth rate, forecast, etc. In the end, the report introduced a new project SWOT analysis, investment feasibility analysis, and investment return analysis.

Telecom Billing Outsourcing Market Types:

  • Wireless Telecom
  • Fixed Line Telecom

Telecom Billing Outsourcing Market Application/ End-Users:

  • SMEs
  • Large Enterprises
  • Others

Telecom Billing Outsourcing Market Regional Analysis:

This report focuses on the Telecom Billing Outsourcing market by volume and value at the global level, regional level, and company level. From a global perspective, this report represents the overall Telecom Billing Outsourcing market size by analyzing historical data. Additionally, type-wise and application-wise consumption tables and figures of the Telecom Billing Outsourcing market are also given. It also distinguishes the market based on geographical regions. The majior regions coverd in this report are North America, Europe, Asia-Pacific, South America, Middle East.

Key Questions Answered:

  • What is the market size and growth rate of the global and regional market by various segments?
  • Which region or sub-segment is expected to drive the Telecom Billing Outsourcing market in the forecast period?
  • What factors are estimated to drive and restrain the market growth?
  • What are the key technologies and market trends shaping the Telecom Billing Outsourcing market?
  • What are the key opportunities in the market?
  • What are the key companies operating in the market?
  • Which company accounted for the highest market growth?

Reason to Buy Telecom Billing Outsourcing Market Report:

  • To understanding the key product segments and their future
  • This report provides pin-point analysis for changing competitive dynamics
  • Telecom Billing Outsourcing market provides a forward looking perspective on various factors driving or restraining market growth.
  • Transfer of more accurate information for clinical trials in research sizing and realistic recruitment for various countries
  • Telecom Billing Outsourcing market helps in making informed business decisions by having complete insights of market and by making in-depth analysis of market segments
  • To provides distinctive graphics and exemplified SWOT analysis of major market segments

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Detailed TOC of Global Telecom Billing Outsourcing Market Report 2022

1.1 Product Overview and Scope of Telecom Billing Outsourcing

1.2 Telecom Billing Outsourcing Segment by Type

1.3 Telecom Billing Outsourcing Segment by Application

1.4 Global Telecom Billing Outsourcing Market Size Estimates and Forecasts

2 Telecom Billing Outsourcing Market Competition by Manufacturers

2.1 Global Telecom Billing Outsourcing Sales Market Share by Manufacturers (2017-2022)

2.2 Global Telecom Billing Outsourcing Revenue Market Share by Manufacturers (2017-2022)

2.3 Global Telecom Billing Outsourcing Average Price by Manufacturers (2017-2022)

2.4 Manufacturers Telecom Billing Outsourcing Manufacturing Sites, Area Served, Product Type

2.5 Telecom Billing Outsourcing Market Competitive Situation and Trends

2.6 Manufacturers Mergers and Acquisitions, Expansion Plans

3 Telecom Billing Outsourcing Retrospective Market Scenario by Region

3.1 Global Telecom Billing Outsourcing Retrospective Market Scenario in Sales by Region: 2017-2022

3.2 Global Telecom Billing Outsourcing Retrospective Market Scenario in Revenue by Region: 2017-2022

3.3 North America Telecom Billing Outsourcing Market Facts and Figures by Country

3.4 Europe Telecom Billing Outsourcing Market Facts and Figures by Country

3.5 Asia Pacific Telecom Billing Outsourcing Market Facts and Figures by Region

3.6 Latin America Telecom Billing Outsourcing Market Facts and Figures by Country

4 Global Telecom Billing Outsourcing Historic Market Analysis by Type

4.1 Global Telecom Billing Outsourcing Sales Market Share by Type (2017-2022)

4.2 Global Telecom Billing Outsourcing Revenue Market Share by Type (2017-2022)

4.3 Global Telecom Billing Outsourcing Price by Type (2017-2022)

5 Global Telecom Billing Outsourcing Historic Market Analysis by Application

5.1 Global Telecom Billing Outsourcing Sales Market Share by Application (2017-2022)

5.2 Global Telecom Billing Outsourcing Revenue Market Share by Application (2017-2022)

5.3 Global Telecom Billing Outsourcing Price by Application (2017-2022)

6 Key Companies Profile

7 Telecom Billing Outsourcing Manufacturing Cost Analysis

7.1 Telecom Billing Outsourcing Key Raw Materials Analysis

7.2 Proportion of Manufacturing Cost Structure

7.3 Manufacturing Process Analysis of Telecom Billing Outsourcing

7.4 Telecom Billing Outsourcing Industrial Chain Analysis

8 Marketing Channel, Distributors and Customers

8.1 Marketing Channel

8.2 Telecom Billing Outsourcing Distributors List

8.3 Telecom Billing Outsourcing Customers

9 Telecom Billing Outsourcing Market Dynamics

9.1 Telecom Billing Outsourcing Industry Trends

9.2 Telecom Billing Outsourcing Growth Drivers

9.3 Telecom Billing Outsourcing Market Challenges

9.4 Telecom Billing Outsourcing Market Restraints

10 Global Market Forecast

10.1 Telecom Billing Outsourcing Market Estimates and Projections by Type (2022-2030)

10.2 Telecom Billing Outsourcing Market Estimates and Projections by Application (2022-2030)

10.3 Telecom Billing Outsourcing Market Estimates and Projections by Region (2022-2030)

11 Research Finding and Conclusion

12 Methodology and Data Source

……….to be continued

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Killexams : ALE Device introduces a high-end 5-inch IPS SIP DeskPhone with built-in 2.5/5G Wi-Fi and Bluetooth 5.0

Alcatel-Lucent Enterprise M8 DeskPhone: more than a phone

SHANGHAI, June 7, 2022 /PRNewswire/ -- ALE China Co., Ltd, a leader in audio technology for the global landline phone market, trading under the name of ALE Device, is introducing a high-end SIP DeskPhone under its Myriad series – Alcatel-Lucent Enterprise M8. The new phone represents a major milestone in ALE Devices made for the open SIP market and is designed help business people stay connected and productive anywhere, anytime.

The M8 DeskPhone was built for new ways of working and living. It has a wealth of connectivity options enabling it to synchronise with multi-media devices. Freed from the confines of a fixed workstation, it can meet the needs of dynamic business connections. Its industry-leading audio and newly adopted technologies guarantee a new experience in audio, design, speed and performance for the end user.

Key features

  • 5 inch In-Plane Switching (IPS) display
  • New architecture for super speed
  • Built-in 2.5G/5G Wi-Fi and Bluetooth 5.0, USB A & C
  • Super wideband audio and 360-degree audio tuning
  • 12-way local conferencing
  • Touch-sensitive keys with LED
  • Smart wheel with LED lighting for navigation and volume control
  • Elegant fabric design inspired by a household speaker

The M8 DeskPhone is flexible enough to keep up with users in dynamic working scenarios, including in an open-plan office, meeting room or at home. It can be used as a conventional DeskPhone, delivering up-to-the-minute audio, or it can replace a suite of conferencing equipment and operate as a conference phone or speaker in a meeting room. People can even use it to listen to music during their downtime.

Visit the website to find out more about the M8 DeskPhone.

About ALE Device

ALE China Co., Ltd, operating under the "ALE Device" trade name, is an audio technology expert in the global DeskPhone market designing and marketing communication devices for enterprises. The company focuses on innovative technologies to develop a wide range of enterprise communication devices such as SIP phones, headsets, audio and video equipment for Unified Communications. These products can be integrated into a variety of solutions with simple provisioning tools, in a cost-effective, secure and flexible manner.

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Sun, 12 Jun 2022 06:37:00 -0500 text/html
Killexams : Network Function Virtualization Market Forecasted to Reach USD 42.1 Billion by 2030 with a CAGR of 22.9% - Report by Market Research Future (MRFR)

New York, US, July 04, 2022 (GLOBE NEWSWIRE) -- According to a comprehensive research report by Market Research Future (MRFR), "Network Function Virtualization Market Analysis by Application (Switching Elements, Traffic Analysis, Next Generation Signaling), Deployment (Cloud, On-premise), By Infrastructure, By End-User (CSP, BFSI, Cloud Service Provider) - Forecast 2030" valuation is poised to reach USD 42.1 Billion by 2030, registering an 22.9% CAGR throughout the forecast period (2021–2030). 

Network Function Virtualization Market Overview

The global network function virtualization market is progressively growing. Rapid growth in the adoption of IoT, 5G, and Industry 4.0 across industries is a key driving force behind the market growth.

Network Function Virtualization Market Report Scope:

Report Metric Details
  Market Size USD 42.1 Billion (2030)
  CAGR 22.9% (2021-2030)
  Base Year 2020
  Forecast Period 2021-2030
  Historical Data 2019
  Forecast Units Value (USD Billion)
  Report Coverage Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
  Segments Covered Deployment, Application and Region
  Geographies Covered North America, Europe, Asia-Pacific, and Rest of the World (RoW)
  Key Vendors Juniper Networks (US), Accenture PLC (Ireland), Cisco Systems, Inc. (US), Alcatel-Lucent SA (France), Nokia Corporation (Finland), Huawei Technologies Co. Ltd. (China), NEC Inc. (Japan), Intel Corporation (US), Connectem Inc. (US), Amdocs Inc. (US), 6WIND (France), Ericsson (Sweden), Open Wave Mobility Inc. (US), Oracle Corporation (US), Allot Communications (Israel)
  Key Market Opportunities The increasing growth of advancement in technology like the internet of things (IoT) and artificial intelligence has given various growth opportunities
  Key Market Drivers The increase in the market share of the network function virtualization market is possible because of the increasing market size and increasingly complex infrastructure network during the forecasted period

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Growing needs for expanded telecom network capabilities surge the adoption of NFV on a large scale. Mobile operators are increasingly facing the pressure to offer optimal networks for various business models through NVF capability.

This, as a result, boosts the market demand and allows the market to gain huge momentum. Enterprises are increasingly adopting innovative network infrastructures like NVF, cloud, Software-defined Networking (SDN), IP networks, and fixed & mobile broadband networks to streamline various business operations. NFV allows huge cost savings and specialized components, such as FPGAs, NPUs, and ASICs.

Network Function Virtualization (NFV) allows telecom service providers to manage and expand their network capabilities using virtual, software-based applications instead of physical nodes in the network architecture. With NFV, telecoms can quickly deploy applications at basic costs. NFV is crucial for a 5G network to enable all advanced digital services.

Network Function Virtualization Market Segments

The market is segmented into applications, deployments, infrastructures, end-users, and regions. The application segment is sub-segmented into switching elements, traffic analysis, service assurance, and next-generation signaling. The deployment segment is sub-segmented into cloud-based and on-premise. The infrastructure segment is sub-segmented into hardware resources, virtualized resources, and virtualization layers.

The end-user segment is sub-segmented into communication service providers (CSP), information technologies, cloud service providers, and banking financial services & insurance (BFSI). The region segment is sub-segmented into the MEA, Americas, APAC, Europe, and the Rest-of-the-World.

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Network Function Virtualization Market Regional Analysis 

North America dominates the global network function virtualization market. The increasing use of proof of concepts in telecom companies is a key driving force. Besides, the presence of key industry players such as Cisco, Intel, Amdocs, and Oracle, impacts the NFV market adoption in this region. Also, the rapid shift to 5G networks drives the market demand.

The region witnesses the increasing adoption of 5G network services in industries such as automotive, media & entertainment, and others. The faster adoption of advanced technologies and increasing initiatives to develop innovative modules & deployment of innovative networks substantiate the market size. Furthermore, the high customer digital engagement fosters the region's market shares.

Industry Trends

Increased digitization and automation across the manufacturing sectors have also fueled IoT deployments and the need for innovative networking solutions. Many organizations are leveraging 5G capabilities with reduced latency as they seek new ways to adopt highly automated deployment and management approaches.

Also, the uptake of remote working (Work-from-home) environments has increased the market demand for network virtualization for high-speed networks and IoT securities. The increasing need for businesses to Improve operational efficiencies and reduce time to market and expenses & capital expenditures would boost the market size.

The market is experiencing an uptick in investments in R&D activities to develop network function virtualization solutions. Creating business-specific applications that leverage advantage of the technologies and services that have become primitive to focus on asset monitoring & optimization, field worker productivity & safety, and visual inspection became important.

The rising demand for 5G-compatible network solutions influences NFV market size. Growing needs for mission-critical infrastructures led by the rapid shift to cloud, digitization, and 5G is another key growth driver. Besides, advances in virtualization techniques that can automate network function virtualization push the growth of the market.

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Network function virtualization helps 5G achieve the maximum potential, allowing multiple logical networks as virtually independent business operations. The rapid penetration of 5G is expected to drive market growth, enabling communication with many devices comprising complex IoT implementations.

As 5G technology scales, network function virtualization would become one of the major 5G deployment models. Service providers target high revenue-generating network function virtualization applications such as cloud gaming, smart healthcare, and IoT applications. Augmenting demand for high-speed network coverage across industries integrating SDN & NFV is estimated to impact market growth positively.

NFV makes a network more responsive, flexible, and easily scalable, accelerating market time and significantly reducing equipment costs. However, there are significant security risks & concerns involved in it, especially telecommunications providers, slowing down the NFV adoption among them.

Communication service providers (CSPs) worldwide are transitioning their networks to 5G, a decoupled architecture for cloud-native network functions and platforms. In addition to the spectrum and hardware investments, CSPs embrace cloud-native principles, leaping from hardware-based architectures to nimble software-driven frameworks for better scalability, reliability and agility.

Network Function Virtualization Market Competitive Analysis

Dominant Key Players on Network Function Virtualization Market Covered are:

  •  Juniper Networks (US)
  •  Accenture PLC (Ireland)
  •  Cisco Systems Inc. (US)
  •  Alcatel-Lucent SA (France)
  •  Nokia Corporation (Finland)
  •  Huawei Technologies Co. Ltd. (China)
  •  NEC Inc. (Japan)
  •  Intel Corporation (US)
  •  Connectem Inc. (US)
  •  Amdocs Inc. (US)
  •  6WIND (France)
  •  Ericsson (Sweden)
  •  Open Wave Mobility Inc. (US)
  •  Oracle Corporation (US)
  •  Allot Communications (Israel)

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Highly competitive, the network function virtualization market appears fragmented due to the presence of several well-established players. Leading market players invest in research and development activities and drive their expansion plans. These players incorporate approaches such as strategic partnerships, mergers & acquisitions, expansion, collaboration, and product/technology launches to gain a larger competitive share.

For instance, recently, on May 16, 2022, Cisco and Megaport announced their partnership to simplify SD-WAN. Optimal multi-cloud performance requires end-to-end SD-WAN automation, which prompted a partnership between Cisco and Megaport. In 2020, Cisco and Megaport partnered to reduce the time required to bridge enterprise SD-WAN sites to clouds.

These companies later launched an on-demand, vendor-neutral network function virtualization (NFV) service that can enable branch-to-cloud connectivity, integrating capabilities for Cisco Software-Defined Cloud Interconnect (SDCI) with Megaport Virtual Edge (MVE). This partnership allows simplified management of the entire network through one ubiquitous platform.

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About Market Research Future:

Market Research Future (MRFR) is a global market research company that takes pride in its services, offering a complete and accurate analysis regarding diverse markets and consumers worldwide. Market Research Future has the distinguished objective of providing the optimal quality research and granular research to clients. Our market research studies by products, services, technologies, applications, end users, and market players for global, regional, and country level market segments, enable our clients to see more, know more, and do more, which help answer your most important questions.

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Killexams : Cloudera And Apache Iceberg – Collaborating On The Same Data

Recently Cloudera announced the general availability of Apache Iceberg in the Cloudera Data Platform (CDP). This article provides some background on data lake storage, the challenges of organizing data within data lake storage, the emergence of Apache Iceberg as the standard for managing data in data lakes, and finally, the benefits for existing and potential users of Cloudera CDP.

Challenges of organizing data within data lake storage

Data lakes deliver virtually unlimited storage for structured and unstructured data. A data lake is a shared data repository for organizations' applications to access various tasks, including reporting, analytics, and processing.

The Apache Hadoop Distributed File System (HDFS), Cloudera's roots, formed the basis for traditional data lakes. Today, the trend is towards cloud data lakes that utilize object storage systems such as Amazon S3 and Microsoft Azure Data Lake Storage (ADLS).

Data is stored in the data lake precisely as it is collected. A structured dataset maintains the original structure without further indexing or metadata. Similarly, unstructured data such as social media posts, images, and MP3 files land in the original native format.

A data lake can only work if data can be extracted and used for analysis, which requires data governance. Data catalogs, such as Hive Metastore (HMS), apply metadata and a hierarchical logic to incoming data, so datasets receive the necessary context and trackable lineage.

The limitations of a catalog

While catalogs provide a shared definition of the dataset structure within data lake storage, data changes or schema evolution between applications go untracked. For example, the structure of a large dataset, including column names and data types, can be cataloged by Hive, but the data files present as part of the dataset are unknown. As a result, applications must read file metadata to identify which files are part of a dataset at any given time.

Data integrity is not much of an issue if the dataset is static and does not change. When one application writes to and modifies the dataset, another application that reads from the same dataset must be in sync with the changes. For example, an ETL (Extract, Transform, Load) process updates the dataset by adding and removing several files from storage; another application that reads the dataset may process a partial or inconsistent view of the dataset and generate incorrect results.

What is Apache Iceberg?

Apache Iceberg is a new open table format that enables multiple applications to work together on the same data transactionally. It tracks the state of dataset evolution and changes over time.

Those conversant with traditional SQL tables will immediately recognize the Iceberg table format. It is open and accessible so multiple engines can operate on the same dataset.

HMS, for example, keeps track of data at the “folder” level requiring file list operations when working with data in a table which can often lead to performance degradation.

Iceberg avoids this by keeping track of a complete list of all files within a table using a persistent tree structure.

Apache Iceberg was developed at Netflix to solve issues with huge, petabyte-scale tables, given to the open-source community in 2018 as an Apache Incubator project.

The benefits for Cloudera CDP users

General availability covers Iceberg running within essential data services in the Cloudera Data Platform (CDP)—including Cloudera Data Warehousing (CDW), Cloudera Data Engineering (CDE), and Cloudera Machine Learning (CML).

Cloudera has integrated Iceberg into the CDP’s SDX (Shared Data Experience) layer, so the productivity and performance benefits of the open table format are right out of the box. Also, the Iceberg native integration benefits from enterprise-grade features of SDX such as data lineage, audit, and security.

The Iceberg tables in CDP integrate within the SDX Metastore for table structure and access validation, allowing for the creation of auditing and fine-grained policies. Iceberg enables CDP to expose the same data set to multiple analytical engines, including Spark, Hive, Impala, and Presto.

There are four other benefits from the CDP Iceberg integration, which users will like:

In-place table evolution saves time.

Users can evolve a table schema or change the partition layout as a single command, much as you would with SQL. Iceberg does not require laborious, costly processes, like rewriting table data or migrating to a new table.

Time travel for forensic visibility and regulatory compliance

Iceberg logs previous table snapshots, allowing the generation of time travel queries or table rollbacks.

Multi-function analytics from the edge to AI

Iceberg enables seamless integration between different streaming and processing engines while maintaining data integrity between them. Multiple engines can concurrently change the table, even with partial writes, without correctness issues and the need for expensive read locks.

Improved performance with very large-scale data sets

Partitioning makes queries faster by grouping similar rows together when writing or dividing a table into certain parts based on some attributes.

Iceberg simplifies partitioning by implementing hidden partitioning and handling all the details of partitioning and querying without user knowledge.

Wrapping up

I like what Cloudera has done here. Analysts and data scientists can easily collaborate on the same data using tools and analytic engines. This functionality requires no effort to get the benefits of Iceberg as part of CDP. No more lock-in, unnecessary data transformations, or data movement across tools and clouds to extract insights from the data.

It is pure to the Cloudera strategy: to take open-source technologies and add enterprise-grade quality and stability. The biggest enterprises with large amounts of data see Cloudera as the company to manage that end-to-end data on-premises or in the public cloud or even collecting data that comes through a SaaS application. Cloudera is doing an excellent job in pulling it all together as a one-stop shop for data management.

Note: Moor Insights & Strategy writers and editors may have contributed to this article.

Moor Insights & Strategy, like all research and tech industry analyst firms, provides or has provided paid services to technology companies. These services include research, analysis, advising, consulting, benchmarking, acquisition matchmaking, and speaking sponsorships. The company has had or currently has paid business relationships with 8×8, Accenture, A10 Networks, Advanced Micro Devices, Amazon, Amazon Web Services, Ambient Scientific, Anuta Networks, Applied Brain Research, Applied Micro, Apstra, Arm, Aruba Networks (now HPE), Atom Computing, AT&T, Aura, Automation Anywhere, AWS, A-10 Strategies, Bitfusion, Blaize, Box, Broadcom, C3.AI, Calix, Campfire, Cisco Systems, Clear Software, Cloudera, Clumio, Cognitive Systems, CompuCom, Cradlepoint, CyberArk, Dell, Dell EMC, Dell Technologies, Diablo Technologies, Dialogue Group, Digital Optics, Dreamium Labs, D-Wave, Echelon, Ericsson, Extreme Networks, Five9, Flex,, Foxconn, Frame (now VMware), Fujitsu, Gen Z Consortium, Glue Networks, GlobalFoundries, Revolve (now Google), Google Cloud, Graphcore, Groq, Hiregenics, Hotwire Global, HP Inc., Hewlett Packard Enterprise, Honeywell, Huawei Technologies, IBM, Infinidat, Infosys, Inseego, IonQ, IonVR, Inseego, Infosys, Infiot, Intel, Interdigital, Jabil Circuit, Keysight, Konica Minolta, Lattice Semiconductor, Lenovo, Linux Foundation, Lightbits Labs, LogicMonitor, Luminar, MapBox, Marvell Technology, Mavenir, Marseille Inc, Mayfair Equity, Meraki (Cisco), Merck KGaA, Mesophere, Micron Technology, Microsoft, MiTEL, Mojo Networks, MongoDB, MulteFire Alliance, National Instruments, Neat, NetApp, Nightwatch, NOKIA (Alcatel-Lucent), Nortek, Novumind, NVIDIA, Nutanix, Nuvia (now Qualcomm), onsemi, ONUG, OpenStack Foundation, Oracle, Palo Alto Networks, Panasas, Peraso, Pexip, Pixelworks, Plume Design, PlusAI, Poly (formerly Plantronics), Portworx, Pure Storage, Qualcomm, Quantinuum, Rackspace, Rambus, Rayvolt E-Bikes, Red Hat, Renesas, Residio, Samsung Electronics, Samsung Semi, SAP, SAS, Scale Computing, Schneider Electric, SiFive, Silver Peak (now Aruba-HPE), SkyWorks, SONY Optical Storage, Splunk, Springpath (now Cisco), Spirent, Splunk, Sprint (now T-Mobile), Stratus Technologies, Symantec, Synaptics, Syniverse, Synopsys, Tanium, Telesign,TE Connectivity, TensTorrent, Tobii Technology, Teradata,T-Mobile, Treasure Data, Twitter, Unity Technologies, UiPath, Verizon Communications, VAST Data, Ventana Micro Systems, Vidyo, VMware, Wave Computing, Wellsmith, Xilinx, Zayo, Zebra, Zededa, Zendesk, Zoho, Zoom, and Zscaler. Moor Insights & Strategy founder, CEO, and Chief Analyst Patrick Moorhead is an investor in dMY Technology Group Inc. VI, Dreamium Labs, Groq, Luminar Technologies, MemryX, and Movandi.

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