A comprehensive directory of moving companies across South Africa, helping users find and compare the best moving services.

As of 2020, enhancing analytics capabilities (e.g., data warehousing/lakes), moving to a SaaS business model, and modernizing existing apps are some of the main reasons why global organizations have moved or are considering to move their databases to the cloud, with 52, 47, and 46 percent of respondents answering as such, respectively.

Harness the Power of Fresh New Homeowner Audience Data

Our comprehensive New Homeowner Audience Data file is a meticulously curated compilation of Direct Marketing data, enriched with valuable Email Address Data. This essential resource offers unparalleled access to Consumers and Prospects who have recently moved into new homes or apartments.

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With an average income surpassing $55K and a high concentration of families, these new homeowners present a prime opportunity for businesses across various sectors. From healthcare providers and home improvement specialists to financial advisors and interior designers, our data empowers you to identify and reach your ideal customer.

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McGRAW’s US B2B Data: Accurate, Reliable, and Market-Ready

Our B2B database delivers over 80 million verified contacts with 95%+ accuracy. Supported by in-house call centers, social media validation, and market research teams, we ensure that every record is fresh, reliable, and optimized for B2B outreach, lead generation, and advanced market insights.

Our B2B database is one of the most accurate and extensive datasets available, covering over 91 million business executives with a 95%+ accuracy guarantee. Designed for businesses that require the highest quality data, this database provides detailed, validated, and continuously updated information on decision-makers and industry influencers worldwide.

The B2B Database is meticulously curated to meet the needs of businesses seeking precise and actionable data. Our datasets are not only extensive but also rigorously validated and updated to ensure the highest level of accuracy and reliability.

Key Data Attributes:

• Personal Identifiers: First name, last name
• Professional Details: Title, direct dial numbers
• Business Information: Company name, address, phone number, fax number, website
• Company Metrics: Employee size, sales volume
• Technology Insights: Information on hardware and software usage across organizations
• Social Media Connections: LinkedIn, Facebook, and direct dial contacts
• Corporate Insights: Detailed company profiles

Unlike many providers that rely solely on third-party vendor files, McGRAW takes a hands-on approach to data validation. Our dedicated nearshore and offshore call centers engage directly with data before each delivery to ensure every record meets our high standards of accuracy and relevance.

In addition, our teams of social media validators, market researchers, and digital marketing specialists continuously refine and update records to maintain data freshness. Each dataset undergoes multiple verification checks using internal validation processes and third-party tools such as Fresh Address, BriteVerify, and Impressionwise to guarantee the highest data quality.

Additional Data Solutions and Services

• Data Enhancement: Email and LinkedIn appends, contact discovery across global roles and functions

• Business Verification: Real-time validation through call centers, social media, and market research

• Technology Insights: Detailed IT infrastructure reports, spending trends, and executive insights

• Healthcare Database: Access to over 80 million healthcare professionals and industry leaders

• Global Reach: US and international GDPR-compliant datasets, complete with email, postal, and phone contacts

• Email Broadcast Services: Full-service campaign execution, from testing to live deployment, with tracking of key engagement metrics such as opens and clicks

Many B2B data providers rely on vendor-contributed files without conducting the rigorous validation necessary to ensure accuracy. This often results in outdated and unreliable data that fails to meet the demands of a fast-moving business environment.

McGRAW takes a different approach. By owning and operating dedicated call centers, we directly verify and validate our data before delivery, ensuring that every record is up-to-date and ready to drive business success.

Through continuous validation, social media verification, and real-time updates, McGRAW provides a high-quality, dependable database for businesses that prioritize data integrity and performance. Our Global Business Executives database is the ideal solution for companies that need accurate, relevant, and market-ready data to fuel their strategies.

IMS Relocation is a leading company specializing in mobility services, helping individuals and families navigate the complexities of relocation. With a strong global presence, the company provides expert guidance and support to ensure a smooth transition to a new location. From providing detailed information on housing, cost of living, and culture to offering exclusive relocation services, IMS Relocation is a one-stop-shop for those making a move.

Through their website, you can gain valuable insights into the company's expertise and services, including information on their global relocation platform, relocation policy development, and cultural intelligence. By exploring the content on their website, you can learn more about the company's commitment to providing personalized relocation solutions and how they work with clients to ensure a successful relocation experience.

The global in-memory database market size was valued at USD 10.5643 billion in 2025 and is projected to grow at a compound annual growth rate (CAGR) of 16.19% during the forecast period (2025-2033). The growth of the market is attributed to the increasing adoption of in-memory databases in various industries to improve data processing speed and performance. In-memory databases store data in the computer's main memory (RAM) instead of on a physical disk, which allows for faster data access and retrieval. Key market drivers include the growing volume of data, the need for real-time data analysis, and the increasing adoption of cloud computing. The growing volume of data, often referred to as "big data," is a significant factor driving market growth. The need for real-time data analysis is another key driver, as in-memory databases can provide faster data access than traditional databases. The increasing adoption of cloud computing is also driving market growth, as cloud-based in-memory databases offer scalability and flexibility. Recent developments include: March 2023: SAP revealed SAP Datasphere, the company's next-gen data management system. It gives customers easy access to business-ready data across the data landscape. SAP also announced strategic agreements with top data and AI companies, including Collibra NV, Confluent Inc., Databricks Inc., and DataRobot Inc., to improve SAP Datasphere and allow organizations to build a unified data architecture that securely combines SAP software data and non-SAP data., June 2023: IBM has released a new tool to aid corporations in monitoring their carbon footprint pollution across cloud services and improve their sustainability as they move to hybrid and multi-cloud environments. The IBM Cloud Carbon Calculator, an AI-powered dashboard, is now available to everyone. It can help clients access emissions data for various IBM Cloud tasks, such as AI, high-performance computing (HPC), and financial services., SingleStoreDB for December 2022 was announced last year by IBM and SingleStore. With IBM introducing SingleStoreDB as a solution, businesses are now moving forward in their strategic relationship to deliver the quickest, most scalable data platform that supports data-intensive programs. For Azure, AWS, and Microsoft Azure marketplace, IBM has released SingleStoreDB as a service., In April 2022, McObject issued the eXtremeDB/rt database management system (DBMS) for Green Hills Software’s Integrity RTOS. The first-ever commercial off-the-shelf (COTS) real-time DBMS satisfying basic criteria of temporal and deterministic consistency in data is known as eXtremeDB/rt. It was initially conceived and built as an integrated in-memory database system for embedded systems., November 2022: Redis, provider of real-time in-memory databases, and Amazon Web Services have formed a multi-year strategic alliance. It is a networked open-source NoSQL system that stores data on disk for durability before moving it to DRAM as required. As such, it can be used as a message broker cache, streaming engine, or database., December 2022: The largest Indian stock exchange, National Stock Exchange, opted for Raima Database Manager (RDM) Workgroup 12.0 In-Memory System as its foundational component for upcoming versions of its trading platform front-end called National Exchange for Automated Trading (NEAT)., On January 13th, 2021, Oracle launched Oracle Database 21c – the latest version of the world’s leading converged database available on Oracle Cloud with the Always Free tier of Oracle Autonomous Database included. It includes more than two hundred new features, according to Oracle’s press release, including immutable blockchain tables; In-Database JavaScript; native JSON binary data type; AutoML for in-database machine learning (ML); persistent memory store; enhancements, including improvements regarding graph processing performance that support sharding, multitenant, and security., Stanford engineers have developed a new chip to increase the efficiency of AI computing in August 2022. Stanford engineers have created a more efficient and flexible AI chip that could bring the power of AI into tiny edge devices., In-Memory Database Market Segmentation,

Relational

NoSQL

NewSQL

,

Online Analytical Processing (OLAP)

Online Transaction Processing (OLTP)

,

Transaction

Reporting

Analytics

,

North America

US

Canada

Europe

Germany

France

UK

Italy

Spain

Rest of Europe

Asia-Pacific

China

Japan

India

Australia

South Korea

Australia

Rest of Asia-Pacific

Rest of the World

Middle East

Africa

Latin America

, . Potential restraints include: Security And Data Privacy Concerns 26.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

In 2024, the survey underscores the continued dominance of data warehouses within cloud storage solutions. With 67 percent of respondents utilizing them, it is evident that businesses value the extensive analytical capabilities and structured data organization that data warehouses provide. This trend signals a persistent need for centralized repositories for data storage and analytics to support strategic decision-making. DBaaS relational databases gain traction The survey reveals a rising preference for database-as-a-service (DBaaS) relational databases. This shift suggests that organizations are increasingly seeking the scalability, ease of maintenance, and reduced administrative overhead that DBaaS solutions provide. People are using DBaaS more because they want to make databases easier and spend more time on important things. Oracle leads this segment among the database management systems providers. PaaS adoption accelerates A key finding from the survey is the marked increase in the adoption of cloud providers' platform-as-a-service (PaaS) offerings. This trend speaks volumes about a broader transformation; companies are decisively moving towards cloud-based platforms for their data needs. PaaS provides convenient building blocks for application development and deployment, accelerating innovation and time-to-market.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Brazil Volume Services Index: Quarterly Moving Average: sa: Pará data was reported at -4.300 % in Mar 2019. This records a decrease from the previous number of 1.200 % for Dec 2018. Brazil Volume Services Index: Quarterly Moving Average: sa: Pará data is updated quarterly, averaging -0.500 % from Jun 2011 (Median) to Mar 2019, with 32 observations. The data reached an all-time high of 4.400 % in Sep 2011 and a record low of -4.300 % in Mar 2019. Brazil Volume Services Index: Quarterly Moving Average: sa: Pará data remains active status in CEIC and is reported by Brazilian Institute of Geography and Statistics. The data is categorized under Brazil Premium Database’s Domestic Trade and Household Survey – Table BR.HE008: Volume Services Index: 2014=100: Quarterly Moving Average: Seasonally Adjusted.

The amount of corporate data stored in the cloud has increased in recent years and is predicted to surpass 60 percent by 2022. This is a significant rise from 2015 when only 30% of corporate data was stored in the cloud. This trend is expected to continue in the future.

What is driving the adoption of cloud technology?

The global public cloud services market is expected to grow by approximately 22 percent in 2023, which equates to around 600 billion U.S. dollars. As businesses expand, their data storage and IT infrastructure needs become increasingly challenging to meet with on-premises storage servers and hardware alone. This growth creates a crucial need for scalability, which can only be efficiently and cost-effectively managed through cloud-based services. Additionally, companies are moving towards cloud technology to enhance their security, reliability, and business agility.

The four major players in the cloud market

Amazon, Google, Microsoft, and Alibaba are known as the big four in cloud technology, controlling over two-thirds of the global cloud market. Amazon Web Services (AWS) has held the majority of the market share for several years, with 32% of the entire market. Microsoft is the closest competitor, growing its market share year on year. Its suite of Office products offered on the cloud for enterprises and consumers worldwide has contributed to their success.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Brazil Volume Services Index: Quarterly Moving Average: Sergipe data was reported at 1.400 % in Apr 2019. This records an increase from the previous number of 0.900 % for Mar 2019. Brazil Volume Services Index: Quarterly Moving Average: Sergipe data is updated monthly, averaging -3.900 % from Mar 2012 (Median) to Apr 2019, with 86 observations. The data reached an all-time high of 3.000 % in Oct 2013 and a record low of -13.300 % in Mar 2017. Brazil Volume Services Index: Quarterly Moving Average: Sergipe data remains active status in CEIC and is reported by Brazilian Institute of Geography and Statistics. The data is categorized under Brazil Premium Database’s Domestic Trade and Household Survey – Table BR.HE007: Volume Services Index: 2014=100: Quarterly Moving Average.

Brazil Volume Services Index: Quarterly Moving Average: Pernambuco data was reported at 0.500 % in Apr 2019. This records a decrease from the previous number of 0.700 % for Mar 2019. Brazil Volume Services Index: Quarterly Moving Average: Pernambuco data is updated monthly, averaging -2.450 % from Mar 2012 (Median) to Apr 2019, with 86 observations. The data reached an all-time high of 8.600 % in May 2012 and a record low of -10.300 % in May 2016. Brazil Volume Services Index: Quarterly Moving Average: Pernambuco data remains active status in CEIC and is reported by Brazilian Institute of Geography and Statistics. The data is categorized under Brazil Premium Database’s Domestic Trade and Household Survey – Table BR.HE007: Volume Services Index: 2014=100: Quarterly Moving Average.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Brazil Volume Services Index: Quarterly Moving Average: sa: Santa Catarina data was reported at -1.700 % in Mar 2019. This records a decrease from the previous number of 2.100 % for Dec 2018. Brazil Volume Services Index: Quarterly Moving Average: sa: Santa Catarina data is updated quarterly, averaging 0.150 % from Jun 2011 (Median) to Mar 2019, with 32 observations. The data reached an all-time high of 3.400 % in Jun 2012 and a record low of -3.800 % in Dec 2016. Brazil Volume Services Index: Quarterly Moving Average: sa: Santa Catarina data remains active status in CEIC and is reported by Brazilian Institute of Geography and Statistics. The data is categorized under Brazil Premium Database’s Domestic Trade and Household Survey – Table BR.HE008: Volume Services Index: 2014=100: Quarterly Moving Average: Seasonally Adjusted.

Brazil Volume Services Index: Quarterly Moving Average: sa: Rio de Janeiro data was reported at 1.100 % in Mar 2019. This records an increase from the previous number of -1.600 % for Dec 2018. Brazil Volume Services Index: Quarterly Moving Average: sa: Rio de Janeiro data is updated quarterly, averaging -0.150 % from Jun 2011 (Median) to Mar 2019, with 32 observations. The data reached an all-time high of 2.600 % in Mar 2012 and a record low of -5.700 % in Dec 2016. Brazil Volume Services Index: Quarterly Moving Average: sa: Rio de Janeiro data remains active status in CEIC and is reported by Brazilian Institute of Geography and Statistics. The data is categorized under Brazil Premium Database’s Domestic Trade and Household Survey – Table BR.HE008: Volume Services Index: 2014=100: Quarterly Moving Average: Seasonally Adjusted.