Between January and September 2024, healthcare organizations in the United States saw 491 large-scale data breaches, resulting in the loss of over 500 records. This figure has increased significantly in the last decade. To date, the highest number of large-scale data breaches in the U.S. healthcare sector was recorded in 2023, with a reported 745 cases.

The largest reported data leakage as of January 2024 was the Cam4 data breach in March 2020, which exposed more than 10 billion data records. The second-largest data breach in history so far, the Yahoo data breach, occurred in 2013. The company initially reported about one billion exposed data records, but after an investigation, the company updated the number, revealing that three billion accounts were affected. The National Public Data Breach was announced in August 2024. The incident became public when personally identifiable information of individuals became available for sale on the dark web. Overall, the security professionals estimate the leakage of nearly three billion personal records. The next significant data leakage was the March 2018 security breach of India's national ID database, Aadhaar, with over 1.1 billion records exposed. This included biometric information such as identification numbers and fingerprint scans, which could be used to open bank accounts and receive financial aid, among other government services.

Cybercrime - the dark side of digitalization As the world continues its journey into the digital age, corporations and governments across the globe have been increasing their reliance on technology to collect, analyze and store personal data. This, in turn, has led to a rise in the number of cyber crimes, ranging from minor breaches to global-scale attacks impacting billions of users – such as in the case of Yahoo. Within the U.S. alone, 1802 cases of data compromise were reported in 2022. This was a marked increase from the 447 cases reported a decade prior. The high price of data protection As of 2022, the average cost of a single data breach across all industries worldwide stood at around 4.35 million U.S. dollars. This was found to be most costly in the healthcare sector, with each leak reported to have cost the affected party a hefty 10.1 million U.S. dollars. The financial segment followed closely behind. Here, each breach resulted in a loss of approximately 6 million U.S. dollars - 1.5 million more than the global average.

In 2023, the number of data compromises in the United States stood at 3,205 cases. Meanwhile, over 353 million individuals were affected in the same year by data compromises, including data breaches, leakage, and exposure. While these are three different events, they have one thing in common. As a result of all three incidents, the sensitive data is accessed by an unauthorized threat actor. Industries most vulnerable to data breaches Some industry sectors usually see more significant cases of private data violations than others. This is determined by the type and volume of the personal information organizations of these sectors store. In 2022, healthcare, financial services, and manufacturing were the three industry sectors that recorded most data breaches. The number of healthcare data breaches in the United States has gradually increased within the past few years. In the financial sector, data compromises increased almost twice between 2020 and 2022, while manufacturing saw an increase of more than three times in data compromise incidents. Largest data exposures worldwide In 2020, an adult streaming website, CAM4, experienced a leakage of nearly 11 billion records. This, by far, is the most extensive reported data leakage. This case, though, is unique because cyber security researchers found the vulnerability before the cyber criminals. The second-largest data breach is the Yahoo data breach, dating back to 2013. The company first reported about one billion exposed records, then later, in 2017, came up with an updated number of leaked records, which was three billion. In March 2018, the third biggest data breach happened, involving India’s national identification database Aadhaar. As a result of this incident, over 1.1 billion records were exposed.

The global data extrusion prevention market is experiencing robust growth, driven by the escalating frequency and severity of data breaches and the increasing regulatory scrutiny surrounding data protection. While precise figures for market size and CAGR were not provided, based on industry analysis and the prevalence of data security concerns, a reasonable estimate places the 2025 market size at approximately $15 billion, projecting a Compound Annual Growth Rate (CAGR) of 12% between 2025 and 2033. This growth is fueled by several key market drivers, including the rising adoption of cloud computing (increasing the attack surface), the proliferation of connected devices in the Internet of Things (IoT) ecosystem, and the expanding landscape of cyber threats. The increasing sophistication of cyberattacks necessitates advanced data extrusion prevention solutions across various industries, further stimulating market expansion. The market is segmented by type (Data Loss Prevention (DLP), Firewall, Others) and application (Small and Medium Enterprises (SMEs), Large Enterprises), with larger enterprises currently dominating the market share due to their greater resources and vulnerability to large-scale data breaches. Geographical distribution shows strong growth across North America and Europe, driven by robust cybersecurity infrastructure and stringent data protection regulations. However, the Asia-Pacific region is projected to exhibit significant growth in the coming years due to the increasing digitalization and adoption of cloud technologies in rapidly developing economies. The market faces certain restraints, such as the high initial investment cost of implementing comprehensive data extrusion prevention solutions and the complexity of managing and maintaining these systems. However, the increasing awareness of data security risks and the potential financial and reputational damage associated with data breaches are compelling organizations to prioritize investment in robust security measures. The competitive landscape is characterized by a mix of established players like Cisco, McAfee, and Symantec, alongside emerging technology providers. The market is expected to witness further consolidation and innovation as companies develop more advanced and integrated solutions to address the evolving data security challenges. The market’s future trajectory hinges on technological advancements in areas such as artificial intelligence (AI) and machine learning (ML) for threat detection, as well as the ongoing evolution of regulatory frameworks worldwide.

Market Summary of Cloud Security Market:

• The Global Cloud Security market size in 2023 was XX Million. The Cloud Security Industry's compound annual growth rate (CAGR) will be XX% from 2024 to 2031. • The market for cloud security is growing because of the emergence of DevSecOps and Data breaches. • The adoption of these solutions by businesses, particularly small and medium-sized businesses, has been greatly hampered by their high cost. • The AI and data analytics capabilities of the cloud are being heavily utilized by telcos. Operating in extremely dynamic and complicated IT environments with a multitude of software, networks, and devices is what has contributed to the expansion of the IT & telecom market. • North America is expected to have the largest market share in the cloud security market

Market Dynamics of Cloud Security Market:

Key drivers of Cloud Security Market

Data breaches and cyberattacks are driving the cloud security market's rapid growth.

Due to digitalization and technological advancements, the use of the Internet is increasing in all sectors. As the use of the Internet increases, the chances of cyber-attacks increase. There is a large scale of cyberattacks that is causing the loss of private, business, and governmental data all around the world when individuals utilize the Internet to conduct focused, politically driven attacks against cloud IT infrastructure. A cyberattack that targets off-site service platforms that use their cloud architecture to provide computing, storage, or hosting services might be categorized as a cloud cyberattack. This can involve assaults on service platforms that make use of SaaS(software as a service), IaaS (infrastructure as a service), and PaaS (platform as a service) service delivery paradigms. For Example, In March 2020, a cloud cyber assault targeted the adult live-streaming website CAM4, exposing 10.8 billion confidential entries totaling 7 TB of data. Location information, email addresses, IP addresses, payment logs, usernames, and more were all included in the compromised database. (Source:https://cisomag.com/adult-website-data-leak/) The growing number of organizational data breaches and leaks is driving the cloud security market. Data in the cloud is more vulnerable to hackers than data on corporate computers. For Instance, Microsoft revealed in 2020, that in December 2019 breach in one of their cloud databases exposed 250 million entries, including IP addresses, email addresses, and support case information. The computer giant claims that a poorly designed network server that was storing the important data was the root cause of this data breach. Despite not being the largest, the high-profile target made it one of the most startling clouds cyberattacks. (Source:https://www.forbes.com/sites/daveywinder/2020/01/22/microsoft-security-shocker-as-250-million-customer-records-exposed-online/?sh=693f59f04d1b)Thus, The cloud service model enhances the dangers and security challenges associated with cloud computing systems by exposing information and offering customers a variety of services. Data loss in cloud computing is a basic security issue. Hackers from both inside and external staff may gain unauthorized or purposeful access to the data. Such setups can be targets for external hackers who utilize hacking tactics like eavesdropping and hijacking to get access to databases. Additionally, malicious programs like Trojan horses which are a kind of malicious software that infiltrates a computer under the guise of an authentic application, and viruses are added to cloud services. Therefore, to put in place a system with stronger security features, it is vital to detect potential cloud risks and protect against such breaches with good cloud security.

The market for cloud security is growing because of the emergence of DevSecOps.

As more businesses shift their apps and IT infrastructure to the cloud, cloud security is becoming more and more crucial. DevSecOps which is development, security, and operation automation is becoming popular among many enterprises as a means of guaranteeing the best possible cloud security. DevSecOps automation incorporates security into every phase of the development lifecycle, from code generation to deployment and maintenance. DevSecOps helps ...

The online gaming security solutions market is experiencing robust growth, driven by the escalating popularity of online gaming and the rising concerns surrounding data breaches, fraud, and intellectual property theft within the gaming ecosystem. The market size in 2025 is estimated at $2.5 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several key factors. The increasing sophistication of cyberattacks targeting online games, coupled with the expanding user base across various platforms (mobile, PC, and consoles), necessitates robust security measures. Furthermore, the emergence of new technologies, such as blockchain and AI-powered security solutions, is contributing to market expansion. The multi-user games solutions segment currently dominates the market share due to the inherent security vulnerabilities in large-scale multiplayer games, but the single-user solutions segment is witnessing significant growth driven by the increasing popularity of single-player games with in-app purchases and valuable user data. Regional variations exist, with North America and Europe holding the largest market shares initially, but the Asia-Pacific region is expected to witness the fastest growth due to the rapid expansion of the gaming industry in countries like China and India. However, factors such as high implementation costs, lack of awareness about security solutions among smaller game developers, and regulatory challenges in different regions act as restraints to market growth. The competitive landscape is characterized by a mix of established cybersecurity companies and specialized game security providers. Major players, including AWS, Cisco, McAfee, and others, are leveraging their expertise to offer comprehensive security solutions tailored for the gaming industry. The market is witnessing increased adoption of cloud-based security solutions, due to their scalability and cost-effectiveness. The forecast period (2025-2033) anticipates continued strong growth, driven by ongoing technological advancements, increasing user base, and heightened awareness of cybersecurity threats in the gaming sector. Strategic partnerships and mergers and acquisitions are expected to shape the competitive landscape in the coming years, further driving market consolidation and innovation.

Auxilliary files for the paper "Data Leakage Detection and De-duplication in Large Scale Image Datasets"Please read README.md for a detailed description and instructions on how to use these auxilliary files.

The DDoS protection hardware equipment market is experiencing robust growth, driven by the escalating frequency and sophistication of distributed denial-of-service (DDoS) attacks targeting businesses across diverse sectors. The market's expansion is fueled by the increasing reliance on internet-based services, the growing adoption of cloud computing, and the rise of the Internet of Things (IoT), all of which expand the attack surface and create greater vulnerability. Key application segments like e-commerce, finance, and gaming are major contributors to market demand, requiring robust protection against service disruptions that can lead to significant financial losses and reputational damage. Technological advancements, such as the adoption of higher-capacity hardware (100G, 200G, and beyond) to handle increasingly large-scale attacks, are further stimulating market growth. While the market faces restraints such as high initial investment costs for businesses, particularly smaller organizations, the long-term benefits of preventing costly downtime and data breaches outweigh these concerns, fostering continued market expansion. The competitive landscape is shaped by established players like Radware, Check Point, and Fortinet, alongside emerging players in the Asian market, leading to innovation and price competition. The market is geographically diverse, with North America and Europe currently holding significant market shares, but rapid growth is expected in the Asia-Pacific region due to increasing digitalization and infrastructure development. Based on a projected CAGR (let's assume a conservative 15% for illustrative purposes, adaptable based on more specific data) and a 2025 market size (let's assume $5 Billion for illustration), we can anticipate significant expansion over the forecast period (2025-2033). The market segmentation by application and type reflects the diverse needs of various industries and the evolution of mitigation technology. The continued development of AI-powered threat detection and mitigation systems is likely to be a significant driver of future market growth, enhancing the effectiveness of DDoS protection and prompting further adoption. Regional growth patterns will be influenced by factors such as government regulations, cybersecurity awareness, and the pace of digital transformation in each region. Overall, the market presents a promising investment opportunity given the persistent threat of DDoS attacks and the increasing demand for effective mitigation solutions.

Federated Learning Solutions Market size was valued at USD 151.03 Million in 2024 and is projected to reach USD 292.47 Million by 2031, growing at a CAGR of 9.50% from 2024 to 2031.

Global Federated Learning Solutions Market Drivers

The market drivers for the Federated Learning Solutions Market can be influenced by various factors. These may include:

Data privacy worries are becoming more and more of a concern. Federated learning provides a mechanism to train machine learning models without gathering sensitive data centrally, which makes it a desirable solution for companies and organizations.
Data Security: Federated learning makes it possible for data to stay on local devices, lowering the possibility of data breaches and guaranteeing data security, which is essential for sectors like healthcare and finance that handle sensitive data.
Cost-Effectiveness: Federated learning can save organizations money by reducing the requirement for large-scale centralized infrastructure by dispersing the training process to local devices.
Regulatory Compliance: By keeping data local and minimizing data transfer, federated learning offers a solution for enterprises to comply with increasingly strict data protection rules, such as GDPR and HIPAA.
Edge Computing: By enabling model training directly on edge devices, edge computing—where data processing is done closer to the source of data—has boosted the viability and efficiency of federated learning.
Industry Adoption: To capitalize on the advantages of machine learning while resolving privacy and security concerns, a number of businesses, including healthcare, banking, and telecommunications, are progressively implementing federated learning solutions.
Technological developments in AI and ML: Federated learning has become a viable method for training models on dispersed data sources as AI and ML technologies develop, spurring additional market innovation and uptake.

The decentralized cloud storage solutions market is experiencing robust growth, driven by increasing concerns over data privacy, security breaches in centralized systems, and the rising demand for data sovereignty. The market, valued at approximately $2.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 25% from 2025 to 2033. This significant growth is fueled by several key trends, including the increasing adoption of blockchain technology, the development of more user-friendly decentralized storage platforms, and the growing awareness of the benefits of decentralized storage among both businesses and individuals. The market segmentation reveals a diverse landscape, with strong growth anticipated across public, private, and hybrid solutions, catering to enterprise, government, and personal use cases. The competitive landscape is dynamic, featuring established players like Protocol Labs and emerging innovators. Technological advancements, particularly in areas such as interoperability and scalability, are crucial drivers of further expansion. However, challenges remain, including the need for improved user experience, addressing scalability limitations for large-scale data storage, and overcoming regulatory hurdles in various jurisdictions. The rapid advancement of decentralized storage technologies is attracting significant investment and fostering innovation. The diverse range of applications, from secure data storage for sensitive business information to the creation of decentralized applications (dApps) requiring robust and resilient data infrastructure, fuels market expansion. While the enterprise sector currently leads adoption, government and personal use cases are showing promising growth potential. Geographical distribution highlights a strong presence in North America and Europe, with Asia Pacific emerging as a rapidly growing market. The continued development of robust security protocols, improved interoperability between different decentralized storage networks, and the simplification of user interfaces will be key to unlocking the full potential of this market in the coming years. Competition among providers will likely intensify, further driving innovation and accelerating market growth.

The International Levee Performance Database (ILPD) is a database for data on levee failures and breaches, and other relevant performance cases (incidents, large-scale experiments). The database was developed under the research project SAFElevee, made possible by the Dutch Technology Foundation NWO TTW.

This database is a collection of data provided by third parties and is currently being populated with data. No rights can be derived on the data provided in the database. The data is free to use provided the original owners of the data are referenced.

For questions about how to contribute to the database please email leveefailures@tudelft.nl

According to Cognitive Market Research, the global Poe Security Cameras Market size is USD XX million in 2023 and will expand at a compound annual growth rate (CAGR) of 10.20% from 2023 to 2030

The introduction of Al-driven video analytics algorithms has increased demand for Poe security cameras.
In the market for Poe security cameras, the demand for bullet-style cameras is still stronger.
In 2023, the Poe Security Cameras Market revenue share was greatest in the Commercial category.
North American Poe Security Cameras will continue to lead, whereas the European Poe Security Cameras Market will experience the most substantial growth until 2030.

Application of Al-driven Algorithms for Video Analytics to Provide Viable Market Output

Thanks in significant part to the increasing adoption of artificial intelligence (AI) technology; the video surveillance market has been expanding. In contrast to conventional approaches that depend on human operators to oversee and analyze video recordings, which can be error-prone and time-consuming, Al-driven video analytics techniques make use of machine learning and computer vision methodologies. Large-scale video data processing is made efficient by these algorithms, which enable real-time threat detection, recognition of objects, behavior analysis, and other advanced abilities.

For instance, in April 2023, 3dEYE Inc. enhanced its current IP cameras with new cloud-based ALPR analytics features. Analytical scaling to current IP cameras is one of the new features. Without the need for further hardware development or expenditure, it can improve visitor management and access control and identify permitted and unauthorized vehicle repeat offenders.

(Source:www.3deye.me/)

Growing Use of Smart Gadgets for Monitoring Remotely is Driving the Market Growth

The widespread use of powerful smart phones and tablets has led to a significant increase in internet usage and related items in recent years. The increase in computing power has given end users the opportunity to use smart devices to view surveillance data remotely and keep an eye on sites from afar. With the ability to transmit wirelessly from mobile cameras to central control centers, mobile video surveillance has become more and more popular. The demand for such capabilities has expanded dramatically as users managing many corporate sites look for real-time and remote access to surveillance data.

For instance, in March 2022, Hikvision's second generation of value IP cameras has improved motion detection and acusense features. The most recent IP camera series from Hikvision has better motion recognition and fewer false alarms than earlier models.

(Source:www.hikvision.com/us-en/newsroom/blog/2022/09/2nd-Generation-Value-IP-Cameras-and-AcuSense-NVRs--A-Wealth-of-Features-with-More-Than-a-Dozen-Camera-Models/)

Market Dynamics of PoE Security Cameras

Privacy and Security Issues with Video Data Limit the Expansion of the Market

Businesses are being forced to take more responsibility for the data they collect as an increasing number of nations and Some areas enact stricter privacy regulations to regulate the application of technologies for video monitoring. This is especially important when it comes to cloud-based or remote video storage, as there are major dangers associated with theft, unauthorized access, and leakage of recordings. A number of nations throughout the world are enacting legislation protecting privacy, such as the US's Federal Information Security Management Act (FISMA) and Europe's General Data Protection Regulation (GDPR). Because of this, businesses are choosing security solutions with more care and awareness of the possible risks associated with data breaches. These issues are expected to restrict the market's growth.

Impact of COVID–19 on the PoE Security Cameras Market

The COVID-19 pandemic affected the Poe Security Cameras Market significantly. Due to lockdowns, social distancing measures, and the rise in remote work, there was an increased demand for surveillance and security solutions during the pandemic as organizations, homes, and businesses looked to protect their properties. The need to monitor properties and guarantee adherence to safety procedures is what caused the market for security cameras, especially Poe Security Cameras, to soar. Remote monitoring solutions were becoming more and more necessary as more organizati...

The global disk backup and restore services market is experiencing robust growth, driven by the increasing volume of digital data, stringent data privacy regulations, and the rising adoption of cloud computing. While precise figures for market size and CAGR aren't provided, we can infer a substantial market based on the listed companies and regional segmentation. Considering the prominent players involved—including major cloud providers like Google Cloud and established enterprise software companies like Veeam and Veritas—and the diverse applications across government, enterprise, and personal segments, the market is likely valued in the billions. A conservative estimate, given the market's maturity and the presence of numerous competitors, would place the 2025 market size at approximately $15 billion, with a Compound Annual Growth Rate (CAGR) of 8-10% projected for the 2025-2033 forecast period. This growth is fueled by several key trends, including the increasing adoption of hybrid cloud strategies, the growing demand for disaster recovery solutions, and the need for robust cybersecurity measures to protect against ransomware and data breaches. The market's segmentation into full, incremental, and differential backup types reflects the diverse needs of users, allowing for tailored solutions based on storage capacity and recovery time objectives. The market's growth, however, is not without restraints. Cost considerations, particularly for large-scale enterprise deployments, can be a significant barrier. The complexity of managing backup and restore systems, especially in heterogeneous environments, also presents a challenge. Furthermore, ensuring compatibility across various operating systems and applications requires continuous development and integration efforts. Despite these challenges, the long-term outlook for the disk backup and restore services market remains positive. The continued digital transformation across all sectors will necessitate sophisticated data protection strategies, underpinning the consistent demand for reliable and efficient backup and recovery solutions. The competitive landscape, with established players and emerging technology providers, will likely drive innovation and foster a more mature and sophisticated market in the coming years.

DESCRIPTION

Sequences identified as Influenza A virus, Spodoptera frugiperda rhabdovirus and Nipah henipavirus have been previously identified within the early HiSeq 1000 and HiSeq 3000 sequencing data of SARS-CoV-2, SRR11092059,SRR11092060,SRR11092061 and SRR11092062, and were being used to support the hypothesis that a "simultaneous outbreak of multiple zoonotic viruses" have happened in the Huanan Seafood market. https://doi.org/10.31219/osf.io/s4td6

However, a closer examination of these sequences revealed that they were not sequences of actual wild viruses, but were in stead fragments left behind from PCR products and cloning vectors harboring both cDNA clones and infectious clones of such viruses, with evidence of viral sequences being joined directly to DNA sequences of vector and non-human origin within the same short reads.

Here are the vector sequences and PCR product-like sequences recovered from the earliest WIV SRA sequencing data of Human SARS-CoV-2 from dataset SRR11092059,SRR11092060,SRR11092061,SRR11092062.

Sequences associated with Vectors and PCR products from 3 distinct viral species have been obtained: The 3'-end of a Nipah Henipahvirus with fusion to a Hepatitis D virus Ribozyme, a T7 terminator and a Tetracycline resistance gene, The 5'-end of the same Nipah Henipahvirus with fusion to sequences found in diverse vectors, A complete vector genome encoding the HA gene of Influenza A virus subtype H7N9 under a CMV promoter and a bgH polyA terminator, and 221 Contiguous sequences corresponding to the Spodoptera frugiperda rhabdovirus reference genome fused to sequences that were homologous to multiple Plastid sequences and Notably Mitochondrial sequences of Rodents.

As sequences corresponding to a rescued infectious clone of a BSL-4 organism (Nipah Henipahvirus) were found in sample sequences that supposedy represents patient samples that were obtained from Hospital ICU and sequenced in a pathogen diagnosis laboratory (which is separate from the Virology Research laboratory which is implied by the context of an Infectious Clone of such an organism, evident by the 3'-HDV ribozyme and T7 terminator fused directly to the 3'-terminus of the Nipah Henipahvirus reads), The discovery of artifact-containing sequences of at least 3 different pathogen species that are phylogenetically and methodologically distinct from each other in samples that were supposedly submitted by a laboratory that is Separate from the virological research laboratories that could have hosted such clone sequences imply extensive crosstalk and cross-contamination between the various laboratories within the Wuhan Institute of Virology, which includes at least one BSL-4 laboratory with evidence of containment breach of a BSL-4 organism and it's subsequent introduction into RNA-seq samples that were processed by a laboratory of distinct and separate purposes than the basic virological research evidenced by the Infectious Clone of the Hipah Henipahvirus.

Such a discovery therefore likely imply a major security breach happening within the Wuhan institute of Virology at the time when the first sequences of SARS-CoV-2 was sampled and sequenced, which have important implications on the origins of the SARS-CoV-2 virus itself.

METHODS

The metagenomic sequencing datasets, SRR11092059,SRR11092060,SRR11092061 and SRR11092062 were first analyzed using the NCBI phylogenetic analysis tool, which identified viral sequences that is not related to SARS-CoV-2 itself. These include Influenza A virus (IAV, subtype H7N9), Spodoptera frugiperda rhabdovirus and Nipah Henipahvirus.

The datasets were then subjected to BLAST search using MEGABLAST against the reference sequences of such viruses to verify the existence of the viral sequences and determine the exact sybtype of such viruses and the closest sequences on GenBank that corresponds to the reads. There seuqences are MH926031.1 for the Spodoptera frugiperda rhabdovirus, KY199425.1 for the Influenza A virus and AY988601.1 for the Nipah Henipahvirus.

A second round BLAST analysis with these identified sequences were then performed, which unexpectedly revealed numerous reads corresponding to Cloning vectors and non-human Mitochondrial and Plastid sequences being fused directly to the sequences of the identified viral species. Reads were then downloaded and subjected to assembly using the CAP3 sequence assembly program and the EGASSEMBLER tool. Contig sequences were then queried against the NCBI nr/nt database which unanimously identified the original sample sequences as viral sequences inserted into cloning vectors.

The complete sequence of the Influenza A virus Haemagluttinin (HA) gene clone was obtained from SRR11092061,SRR11092062 using multiple rounds of BLAST search and sequence assembly expansion on the existing vector-virus junction contigs, and a partial sequence corresponding the 3'-end of Nipah Henipahvirus AY988601.1 fused to a 3'-HDV ribozyme, T7 terminator and a Tet resistance gene was obtained from SRR11092059. In addition, 221 Contig sequences corresponding to the Rhabdovirus MH926031.1 fused to Chloroplast sequence MN524635.1 and Rodent Mitochondrial sequence MT241668.1 have been recovered from SRR11092061.

We then performed a BLAST search using the identified vector sequences on SRR11092059,SRR11092060,SRR11092061 and SRR11092062, which confirms the existence of these two vetor sequences in all 4 datasets.

The size of the Service Virtualization Market was valued at USD 0.81 Billion in 2023 and is projected to reach USD 2.13 Billion by 2032, with an expected CAGR of 14.84% during the forecast period. The Service Virtualization Market is experiencing significant growth as organizations increasingly adopt advanced technologies to enhance software development and testing processes. Service virtualization enables teams to simulate the behavior of APIs, services, and applications, allowing for efficient testing even in complex, distributed environments. This technology addresses challenges such as system unavailability, high costs of setting up real environments, and dependencies on third-party services. With the rising demand for faster time-to-market and cost-effective solutions, industries such as IT, BFSI, healthcare, and retail are leveraging service virtualization to streamline operations and improve product quality. The market is further driven by the growing adoption of DevOps and Agile methodologies, which emphasize continuous integration and delivery. Key players in the industry are focusing on innovation and partnerships to provide scalable, cloud-based solutions tailored to diverse business needs. Additionally, the increasing reliance on microservices architecture and APIs is creating new opportunities for market expansion. However, challenges like lack of awareness and skilled personnel may slightly hinder growth. Overall, the service virtualization market holds promising potential for driving efficiency and innovation across various sectors. Recent developments include: August 2019: Parasoft, a US-based organization, formed a partnership with a company named Auriga Inc. The basic aim of this venture was to provide Auriga's clients with time-efficient automated software testing tools. Parasoft is helping them to raise the level of their automatic services.. Key drivers for this market are: Increasing software complexity Need for efficient and reliable testing Cloud adoption and DevOps adoption Demand for enhanced security Focus on user experience. Potential restraints include: Lack of skilled professionals High implementation costs Limited scalability for large-scale deployments Cyber threats and data breaches. Notable trends are: Integration of AI and machine learning Predictive analytics for performance optimization Automated test generation and execution Cloud-native service virtualization Growing popularity of low-code/no-code platforms.

Micro-Mobile Data Center Market Outlook

The global micro-mobile data center market size was valued at USD 3.5 billion in 2023 and is projected to reach USD 8.2 billion by 2032, expanding at a compound annual growth rate (CAGR) of 9.7% during the forecast period. The market's growth is driven by the increasing need for edge computing solutions that can efficiently handle the growing data demands of modern applications. As businesses continue to rely on data-driven operations, the demand for micro-mobile data centers, which offer flexibility, scalability, and the capability to be deployed rapidly, is expected to rise significantly.

One of the primary growth factors for the micro-mobile data center market is the proliferation of Internet of Things (IoT) devices. With the exponential increase in IoT devices, there is a growing need for efficient data processing at the edge of networks to reduce latency and bandwidth usage. Micro-mobile data centers are uniquely positioned to address this requirement by providing localized data processing capabilities, thus enabling real-time analytics and decision-making. Furthermore, the emergence of 5G technology is expected to further boost market demand, as it will facilitate higher data transmission rates and require enhanced computing power at the networkÂ’s edge.

Another significant driver of market growth is the rising trend towards digital transformation across various industries. Organizations are increasingly adopting cloud-based services and applications, necessitating the need for robust data center solutions that can accommodate these digital needs. Micro-mobile data centers offer a cost-effective and efficient alternative to traditional data centers, particularly for small and medium enterprises (SMEs) that may lack the resources to maintain large-scale infrastructure. The ability to deploy these centers quickly and scale them as needed makes them an attractive option for companies looking to enhance their digital capabilities while optimizing costs.

The increasing emphasis on data privacy and security is also contributing to the growth of the micro-mobile data center market. As data breaches become more frequent, businesses are prioritizing the security of their data assets. Micro-mobile data centers can be deployed in secure, localized environments, thereby minimizing the risk of data breaches and ensuring compliance with stringent data protection regulations. This localized approach to data management not only enhances security but also improves data sovereignty, a critical consideration for firms operating in regions with strict data protection laws.

The emergence of Container Data Center Solution is revolutionizing the way businesses approach their data infrastructure needs. These solutions offer a modular and portable approach to data center deployment, allowing organizations to quickly scale their operations in response to changing demands. By utilizing standardized shipping containers, companies can create data centers that are not only cost-effective but also highly adaptable to various environments. This flexibility is particularly beneficial for industries that require rapid deployment in remote or challenging locations, such as disaster recovery sites or temporary event venues. As the demand for agile and efficient data management solutions grows, Container Data Center Solution is poised to play a pivotal role in shaping the future of data center strategies.

Regionally, North America holds a significant share of the micro-mobile data center market, driven by the presence of large technology companies and a strong emphasis on technological innovation. The region's advanced infrastructure and early adoption of emerging technologies such as IoT and 5G make it a leader in the market. Meanwhile, the Asia Pacific region is expected to witness the highest growth rate, attributed to rapid urbanization and industrialization, coupled with increasing investments in digital infrastructure. Countries such as China and India are at the forefront of this growth, supported by government initiatives to promote smart city projects and digital transformation.

Component Analysis

The micro-mobile data center market, segmented by component into hardware, software, and services, is witnessing varied dynamics across these categories. The hardware segment, comprising servers, storage, networking equipment, and power systems, constitutes a significant portion of the market. As the backb

The GDPR Services Market encompasses a comprehensive suite of solutions and services tailored to assist organizations in adhering to the stringent General Data Protection Regulation (GDPR) guidelines. These offerings are categorized into distinct segments based on their functionality and target audience. Solutions:

 Data Mapping and Discovery: Assists organizations in identifying, classifying, and mapping personal data within their systems.
 Data Protection: Provides robust mechanisms to protect personal data from unauthorized access, disclosure, or alteration.
 Incident Response: Empowers organizations to swiftly detect, investigate, and contain data breaches and other cybersecurity incidents.

Services:

 Consulting: Expert guidance and advice on GDPR implementation, compliance strategies, and risk assessments.
 Implementation: Assisted with the deployment of GDPR-compliant solutions and processes within an organization.
 Managed Services: Ongoing monitoring, maintenance, and support of GDPR compliance initiatives.

Organization Size:

 Small and Medium Enterprises (SMEs): Solutions and services designed specifically for the unique needs of smaller organizations.
 Large Enterprises: Comprehensive offerings tailored to the complex compliance requirements of large-scale organizations.

Vertical:

 Manufacturing, Retail, Utilities: Industry-specific solutions and services that address the unique data protection challenges faced by these sectors.
 IT & Telecom, BFSI: Offerings tailored to the highly regulated and data-intensive nature of these industries.
 Government Services, Automotive: Solutions that comply with government regulations and address the data protection needs of the automotive sector.
 Travel & Hospitality, Media & Entertainment: Offerings that assist businesses in handling sensitive personal data related to customers and users.
 Education, Others: Solutions and services that cater to the specific GDPR compliance requirements of educational institutions and other specialized industries.
 Potential restraints include: EXPENDITURE ON COMPREHENSIVE GDPR SERVICES SOLUTION 35, RESTRAINT IMPACT ANALYSIS 35.

According to Cognitive Market Research, the global Online Project Management Software market size will be USD 6850 million in 2025. It will expand at a compound annual growth rate (CAGR) of 7.20% from 2025 to 2033.

North America held the major market share for more than 40% of the global revenue with a market size of USD 2534.50 million in 2025 and will grow at a compound annual growth rate (CAGR) of 5.7% from 2025 to 2033.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1986.50 million.
APAC held a market share of around 23% of the global revenue with a market size of USD 1644.00 million in 2025 and will grow at a compound annual growth rate (CAGR) of 9.9% from 2025 to 2033.
South America has a market share of more than 5% of the global revenue with a market size of USD 260.30 million in 2025 and will grow at a compound annual growth rate (CAGR) of 7.9% from 2025 to 2033.
Middle East had a market share of around 2% of the global revenue and was estimated at a market size of USD 274.00 million in 2025 and will grow at a compound annual growth rate (CAGR) of 8.5% from 2025 to 2033.
Africa had a market share of around 1% of the global revenue and was estimated at a market size of USD 150.70 million in 2025 and will grow at a compound annual growth rate (CAGR) of 7.5% from 2025 to 2033.
Healthcare category is the fastest growing segment of the Online Project Management Software industry

Market Dynamics of Online Project Management Software Market

Key Drivers for Online Project Management Software Market

The complexity of the project is growing to Boost Market Growth

One major factor driving the growth in the online project management tool industry is increasing project complexity. The demand of strong project management tools increases as projects become more complex, including many stakeholders, several teams, and new technology. Effective administration of large-scale projects depends on these technologies, which provide capabilities like resource allocation, risk management, and sophisticated reporting. Furthermore driving demand for online project management software as companies try to improve cooperation and simplify operations among geographically scattered teams is the emergence of remote and hybrid work patterns. Modern project management depends on these tools as their integration of sophisticated technologies like artificial intelligence and cloud computing offers enhanced features and user experiences.

Ability to Integrate Capabilities drive market growth

The growth of the online project management software industry depends mostly on the capacity to combine features. Contemporary initiatives can call for many technologies and platforms, including data analytics tools, CRM systems, and communication applications. Perfect interaction of these instruments with project management solutions guarantees that all necessary data is available in one location, thus improving productivity and lowering the chance of mistakes. Moreover, integrated features enable real-time updates and teamwork, therefore helping teams to remain in line and satisfy project deadlines. This interoperability also permits customizing so that companies may fit the program for their own requirements. As such, the need for adaptable, all-encompassing project management solutions is increasing, driving market expansion.

Restraint Factor for the Online Project Management Software Market

Safety Concerns Regarding Data, Will Limit Market Growth

The expansion of the market for online project management software may be severely hampered by worries surrounding the security of individual data. Because organizations are becoming more and more dependent on these technologies to handle sensitive information, the possibility of data breaches, cyberattacks, and illegal access is becoming an increasingly significant worry. As a result of the potential for financial losses, harm to reputation, and legal penalties that are linked with data breaches, businesses are very cautious. Further discouraging firms from using online project management systems is the fact that strong data protection legislation, such as the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), impose severe fines for non-compliance. Because of these concerns, effective security measures are required, which may lead to an increase in development costs a...

According to Cognitive Market Research, the global Big Data as a Services market size will be USD 28214.6 million in 2024. It will expand at a compound annual growth rate (CAGR) of 20.50% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 11285.84 million in 2024 and will grow at a compound annual growth rate (CAGR) of 18.7% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 8464.38 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 6489.36 million in 2024 and will grow at a compound annual growth rate (CAGR) of 22.5% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 1410.73 million in 2024 and will grow at a compound annual growth rate (CAGR) of 19.9% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 564.29 million in 2024 and will grow at a compound annual growth rate (CAGR) of 20.2% from 2024 to 2031.
The SMEs category is the fastest growing segment of the Big Data as a Services industry

Market Dynamics of Big Data as a Services Market

Key Drivers for Big Data as a Services Market

Rising Volume and Complexity of Data to Boost Market Growth

The exponential growth in data generated by businesses and consumers is a major driving factor for the Big Data as a Service (BDaaS) market. Organizations are increasingly leveraging data to drive business decisions, customer experiences, and operational efficiencies. However, the sheer volume, variety, and velocity of data—coupled with its complexity—pose significant challenges for traditional data management solutions. Big Data as a Service enables businesses to handle vast amounts of structured and unstructured data without investing in expensive infrastructure. Cloud-based BDaaS solutions offer scalability and flexibility, allowing organizations to process, store, and analyze large datasets in real time. This shift toward cloud computing, where organizations pay for only the resources they use, further accelerates the demand for BDaaS. The ability to gather actionable insights from big data, along with improved storage capabilities, allows businesses to stay competitive and responsive in rapidly changing markets. For instance, Google Cloud and SAP extended their alliance to introduce an all-inclusive open data solution designed to streamline data landscapes and expand the power of business data. The offering allows customers to develop an all-inclusive data cloud that collects data from across the enterprise landscape using the Datasphere solution of SAP with the data cloud of Google.

Cost-Effectiveness and Scalability to Drive Market Growth

Cost-effectiveness and scalability are critical drivers of the Big Data as a Service (BDaaS) market, especially for small and medium-sized enterprises (SMEs) that may not have the budget for on-premise data management systems. BDaaS provides organizations with a more affordable alternative by eliminating the need for heavy upfront investments in infrastructure, hardware, and IT staff. Instead, businesses can access big data analytics tools and storage on a subscription basis, paying only for the resources they consume. This flexibility allows companies to scale their data services up or down based on their needs without the concern of over-committing to expensive hardware or software. Moreover, BDaaS enables organizations to focus on core business functions while outsourcing complex data management tasks to specialized service providers.

Restraint Factor for the Big Data as a Services Market

Data Security and Privacy Concerns Will Limit Market Growth

The primary restraining factor for the Big Data as a Service (BDaaS) market is the growing concern over data security and privacy. Since BDaaS solutions involve handling vast amounts of sensitive and personal data, companies are highly concerned about the risk of data breaches and unauthorized access. Regulatory frameworks like GDPR, HIPAA, and CCPA impose stringent data protection laws, making it difficult for businesses to comply with local and international regulations. Additionally, the security of cloud-based storage solutions, where much of the data is stored, is often questioned....

The global iris recognition market is experiencing robust growth, projected to reach $4.74 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 17.16% from 2025 to 2033. This expansion is driven by several key factors. Increasing concerns about security and identity verification across various sectors, including BFSI (Banking, Financial Services, and Insurance), government, and military & defense, are fueling demand for advanced biometric authentication solutions. The rising adoption of iris recognition technology in consumer electronics, particularly smartphones and laptops, further contributes to market growth. Furthermore, advancements in sensor technology, leading to improved accuracy and speed of iris scans, along with decreasing costs, are making the technology more accessible and attractive to a wider range of applications. Healthcare is another significant growth driver, with iris recognition used for patient identification and access control in hospitals and clinics. The market segmentation reveals a strong contribution from both hardware and software components. Hardware encompasses the iris scanners themselves, while software provides the necessary algorithms and infrastructure for data processing and analysis. Among end-user industries, BFSI and government sectors are expected to be dominant due to their stringent security requirements. The Asia-Pacific region is anticipated to witness significant growth driven by increasing technological adoption and a large population base. However, challenges remain, including concerns about data privacy and security breaches, which could potentially restrain market growth. Continuous innovation in enhancing data security and addressing privacy concerns will be critical for sustaining the market's positive trajectory. Competition is fierce, with established players like HID Global, Gemalto (Thales Group), and NEC Corporation alongside emerging companies like BioEnable Technologies and IrisGuard vying for market share. Recent developments include: January 2022 - Princeton Identity (PI) and Emphor Trading Abu Dhabi, a division of ScreenCheck and a subsidiary of The Centena Group, formed a new biometrics partnership. According to the partnership, Emphor Trading will offer PI's entire portfolio of iris and face biometric security solutions to its customers as part of the partnership and tailored integrations to suit specific security and operational demands., November 2022 - NEC Corporation has begun full-scale promotion of its latest multimodal biometric authentication solution, which serves as the flagship of its "Bio-IDiom" biometric authentication brand (*1). This is the first solution to combine NEC's face recognition and iris recognition, both of which have been named the world's best by the US National Institute of Standards and Technology (NIST) (*2). NEC began selling this solution in Japan, and will be available in global markets in the spring of 2023.. Key drivers for this market are: Increasing Frequency of Fraudulent Activities, Growing Integration of Multi Factor Authentication. Potential restraints include: Data Pricacy Concerns. Notable trends are: Healthcare Sector to Experience Significant Growth.