Innovative enterprise tech startups are emerging to tackle both new and longstanding challenges and problems in ways never thought possible. Many of these companies have fresh approaches to accelerate digital transformation, expand AI and analytics initiatives, streamline DevOps, improve data observability, and more. Here are 16 startups DBTA thinks are worth watching in 2021.
Posted April 06, 2021
In December 2020, U.S. officials scrambled to shore up national cybersecurity after Russian government hackers breached the Treasury, State, and Commerce departments. The extent and fallout of these cyberattacks is still coming to light. While these were certainly the most high-profile recent cyberattacks, they were not alone. Cyberattacks, including those with the aims of ransom and extortion, are on the rise around the globe, and even small companies make tempting targets.
Posted April 06, 2021
As companies embrace digital transformation across the enterprise, it is data and the effective use of it that determines whether new technologies such as AI, automation, and analytics will be successful. The importance of having an effective data management and data warehousing operation is more critical than ever before.
Posted April 06, 2021
As we continue through 2021 and in-memory computing platforms mature, we will see the number of industries and companies adopting these solutions continue to grow. This trend will last far beyond the effects of the pandemic as companies shift their focus to meeting new strategic and competitive demands driven by digital transformation initiatives. Increasing adoption of in-memory computing will also be accompanied by the following key trends powered by the technology's real-time capabilities and massive scalability
Posted April 06, 2021
The Internet of Things (IoT) is all around us—from baby monitors and home security cameras to smart vehicles, smart power grids, and even the emergence of smart cities. In recent years, the IoT has, and continues to transform how we, as individuals, live and work.
Posted March 01, 2021
Every enterprise strives for a more competitive position by applying a data-driven approach. At the same time, the gatekeepers to the data—the IT teams in charge of managing data access—are being tasked by the privacy and governance teams to ensure legal compliance.
Posted March 01, 2021
The first step to defending against both privileged credential hijacking and insider threats is using role-based access control (RBAC). RBAC enables companies to grant privileges that are absolutely needed, and only for a specific time. However, not all RBAC is created equal and it's imperative to take security to the next level with functional access control (FAC).
Posted March 01, 2021
To be successful, business users need clarity into data definitions, synonyms, business attributes and usage to develop quality data intelligence. As a result, a data catalog must enable business users to understand and leverage data as an asset. By tracking data lineage to understand data's origins and transformations, businesses provide an audit trail throughout the data's lifecycle.
Posted March 01, 2021
Cars all have steering wheels, brake and gas pedals, doors, and engines. These characteristics are what combine to create a pattern. Because of this pattern every auto manufacturer can invest more substantially into the realm of innovation—what makes their car different or better. Similar to automobiles, this is a goal of software patterns, to embrace innovation and reap the benefits of reuse.
Posted March 01, 2021
Today's organizations often have more information at their disposal than they know what to do with. From products and apps to processes, departments, data, and more, there's so much that should be considered every time a business takes on a new change project, considers a new solution, or begins a major digital transformation. Before organizations embark on any of those journeys, they must understand how to get from their current state to where they ultimately want to end up.
Posted February 10, 2021
The worldwide cloud services market is forecast to grow more than 6% this year to a total of $257.9 billion, with software-as-a-service (SaaS) remaining the largest segment at $104.7 billion. Furthermore, more than $1.3 trillion in IT spending will be directly or indirectly affected by the shift to the cloud by 2022. In this environment, what must an organization keep in mind to ensure a successful cloud migration?
Posted February 10, 2021
One of the most momentous movements reshaping the data technology space in recent years is the push to real-time capabilities. The ability of systems to read and react to situations as they happen is the most compelling competitive advantage of the digital era.
Posted February 10, 2021
Data Summit Connect 2021 will be held virtually this year, overcoming the current travel and geography challenges. The program will include a mix of formal presentations and interactive panel-participation-style sessions. Feel free to suggest something different from a normal conference presentation—creativity is encouraged and a virtual conference offers many possibilities!
Posted January 07, 2021
IBM, the consistent leader in U.S. patents, topped the U.S. Top 50 with 9,130 grants, down 1% from 2019. IBM scientists and researchers received 9,130 U.S. patents in 2020, the most of any company, marking 28 consecutive years of IBM patent leadership.
Posted January 07, 2021
At Data Summit Connect Fall 2020, Pariveda's Ryan Gross surveyed the current landscape of technology and tools for data quality, discovery, availability, security, and compliance.
Posted January 07, 2021
Succeeding in business is a lot like climbing a mountain and it requires a good amount of planning, and the right leaders and skill sets. In today's environment, that mountain is a mountain of data. An enterprise data catalog with embedded data governance and data privacy capabilities can ensure businesses have the requisite tools they need to scale the data mountain.
Posted January 07, 2021
It is safe to say that when data and analytics leaders built their data management and data analytics strategies in late 2019, they did not foresee the macroeconomic impacts of 2020. The upheaval of many of the best-laid plans touched all industries as executives looked to data to provide insight into how to withstand the fallout and course correct. While enterprises have long understood the need to migrate to the cloud, the COVID-19 pandemic served as the catalyst for quick plans to get started right away.
Posted January 07, 2021
Any organization that attaches importance to its data strategy must ensure that mobility remains a core part of its strategy and capabilities. However, many have valuable data that is locked in storage solos, hosted on everything from traditional storage technologies to fully outsourced service providers in the cloud. This does little to facilitate data mobility—an essential part of an approach which determines how well businesses can access and action their data assets. Effective migration can bridge the gap between infrastructure, protocols, and growing data volumes to deliver access to data that helps businesses to move forward with confidence.
Posted January 07, 2021
The COVID-19 pandemic has taken its toll on many organizations and, in December 2020, PASS announced that, due to the impact of the COVID-19 pandemic, it is ceasing all regular operations, effective January 15, 2021. In a letter on its website, the PASS board explained the situation, stating, "PASS could not have anticipated the impact COVID-19 would have on the world, and on our organization. We are all reeling from what this year has been and done, and it is with heavy hearts that we must share yet one more bit of bad news from the annus horribilis that was 2020."
Posted January 07, 2021
When was the last time you ran across a single-vendor data shop? With the proliferation of multiple database engines for multiple purposes, enterprises now take advantage of a range of database types—not to mention an increasing abundance of cloud services. The difficulty is managing these diverse environments—security, provisioning, and access—in a centralized fashion.
Posted December 10, 2020
The year 2020 has been extremely eventful on many levels. Timelines for digital transformation—supported by data analytics—suddenly had to accelerate from 5-year horizons to overnight implementations. Expect more of this continuing velocity in the year ahead, as companies fast-track their plans for initiatives ranging from AI to edge computing. These all require enormous volumes of quality data, meaning data managers will be quite busy in the months ahead. DBTA spoke to leaders across the industry to gain their perspective on what to expect.
Posted December 10, 2020
Data management and integration demands continue to increase as organizations are faced with more data flowing in from a greater variety sources than ever before. At the same time, there is the need to extract business value, protect, and offer wider access to that data for more users. Today, being data-driven is the goal of all companies, whether long established or born digital.
Posted December 09, 2020
Mullins Consulting's Craig Mullins discusses the current crop of DBMSs, how organizations are using them, and how they factor into the changing requirements of DBAs in this clip from Data Summit Connect Fall 2020.
Posted November 04, 2020
Videos of presentations from Data Summit Connect Fall 2020, a 3-day series of data management and analytics webinars presented last week by DBTA and Big Data Quarterly, are now available for on-demand viewing on the DBTA YouTube channel. Use this opportunity to take another look, catch up on a session you missed, or share with a colleague!
Posted November 04, 2020
The prospect of managing data across the data center and public cloud platforms can be daunting to enterprises. There are concerns about hybrid latency affecting analytic workloads and many companies can't store data in a public cloud due to a variety of legal and regulatory concerns. However, the cloud offers flexibility, elasticity, and scalability benefits that are hard to beat, making migration of at least some workloads highly desirable. Recently, Haoyuan Li, founder, chairman, and CEO at Alluxio, Inc., shared his views on what's at stake now and how organizations can overcome hybrid and multi-cloud challenges to take advantage of cloud migration for cost benefits and agility.
Posted November 04, 2020
Now more than ever, a strong data strategy is essential to every enterprise's success. As many leaders have realized, a large part of this responsibility requires them to implement new strategies that empower citizen and specialist users with self-service capabilities. To make this possible and accelerate digital transformation, enterprises need to adopt a modern data platform and approach.
Posted November 04, 2020
While the cloud can offer an organization a wide array of benefits—including a reduction in infrastructure costs, greater flexibility to deploy regionally, and more—it's not always an organization's first choice when it comes to building out an SAP landscape, where high availability (HA) is essential. If you're invested in real-time analytics or building out AI services that depend on uninterrupted access to your SAP landscape, you don't want to find yourself unable to access the data and services you need.
Posted October 08, 2020
At the heart of the latest wave of tool consolidation in enterprise software delivery is data—and getting all that precious information into one place. By creating a single platform experience to help software delivery teams at largescale organizations plan and track all work from ideation to operation, tool vendors hope to support customers in this goal by providing faster, more accurate knowledge- sharing between teams and tools in real time to accelerate the planning, building, and delivering of products. Obtaining one source of truth to create business-centric IT reports helps organizations understand whether investments are paying off and improve decision making.
Posted October 08, 2020
This may be the era of the data-driven enterprise, but only a handful of organizations report they are ready for it. There is a growing volume of "dark data" that remains obscure to IT managers and decision makers. This period unfolding before us will be driven by several technology initiatives, from 5G wireless and IoT to AI.
Posted October 08, 2020
Both data warehouses and data lakes offer robust options for ensuring that data is well-managed and prepped for today's analytics requirements. However, the two environments have distinctly different roles, and data managers need to understand how to leverage the strengths of each to make the most of the data feeding into analytics systems.
Posted October 08, 2020
"It's yours, free. Just pay shipping and handling!" claims the infomercial host. We've all seen them, the advertisements for home maintenance, gardening equipment, or even cooking products that promise the world but end up costing a lot of money. Whether it's through shipping fees or the need to sign up for long contracts that are hard to break, unfortunately, most deals that seem "too good to be true" usually are not what they seem.
Posted October 08, 2020
COVID-19 is far from over, and consequently, many people find themselves facing extended work-from-home (WFH) timelines. Tech companies, such as Twitter and Square, which in May announced the "work from home forever" option—and Facebook, which CEO Mark Zuckerberg has stated may have as many as half of the company's employees working remotely in the next 5-10 years—are leading the WFH charge.
Posted October 08, 2020
For several years, digital sales have been steadily expanding year over year by 12%-15% and gradually taking more and more of the overall share of retail sales, but that expansion was quickly accelerated this year by the COVID-19 pandemic. Historical sales data is inconsequential this year, and there is not a handbook for the types of challenges we've faced so far. In times of uncertainty, a business's greatest asset is the flexibility to be ready for whatever may happen. The truth is, no one knows what the future of this market will bring.
Posted October 08, 2020
As technologies evolve and become more sophisticated each year, the world is becoming increasingly data-driven. Large volumes of data inject macro- and micro-level insights into our behaviors, opinions, and preferences, which in turn power business opportunities for revenue growth, cost reduction, and customer satisfaction.
Posted October 08, 2020
October is National Cyber Security Awareness Month (NCSAM). Started by the National Cyber Security Division within the Department of Homeland Security and the non-profit National Cyber Security Alliance, the goal of this designation is to raise awareness of the importance of cyber security. Find out what data governance and security leaders think about the state of data security today.
Posted October 08, 2020
For skeptics of the "putting all your eggs in one basket" strategy, history shows that building fewer, sturdier baskets can create strategic advantage. Take a look at the construction of airplanes. Bigger planes create economies of scale that make flying safer, faster, and more efficient. Oil shipments also move more safely and cost-effectively in double-hulled, automation-packed tankers than on large fleets of small craft. Data storage is simply another successful application of this consolidation strategy.
Posted September 09, 2020
LicenseFortress, provider of an Oracle software license compliance solution, has announced the addition of services by specialized legal advisors to its licensing and technology teams. LicenseFortress is partnering with Beeman & Muchmore, LLP, a law firm delivering software auditing and licensing counseling, with the goal of helping customers to stay in compliance with software licensing.
Posted September 09, 2020
Even the best DevOps initiatives can fall victim to data bottlenecks, from challenges provisioning data quickly and easily, to synchronizing application and database changes and, in some cases, a serious lack of cooperation between developers and database administrators.
Posted September 09, 2020
At Data Summit Connect 2020, The AI-Powered Enterprise author and CEO of Earley Information Science, Seth Earley explained how to look at data initiatives as CEOs see them—in terms of revenue increases and measurable business outcomes.
Posted September 09, 2020
Major trends in technology are reshaping the role of the DBA at many organizations. The size and complexity of database systems continues to grow with higher data volumes, more workloads and an increasing rate of database deployments that need to be managed. DBAs are under constant pressure in a constantly evolving environment—fighting fires to keep the lights on while navigating the impact of cloud and automation on their daily jobs.
Posted September 09, 2020
The mainframe is the most important IT asset for many organizations today, keeping operations up and running and providing the performance and number crunching required by essential technologies like machine learning and artificial intelligence. Yet, the security of the mainframe is often taken for granted, especially by modern CIOs or CISOs who typically cut their teeth in the world of distributed networking.
Posted August 11, 2020
The role of cloud computing in today's enterprises continues to accelerate, fueled by both market pressures to compete more aggressively against digital-savvy competitors and, more recently, by the COVID-19 crisis, which has prompted a massive shift to digital work and consumer engagement. While it's clear that cloud computing has a vital role to play in supporting new and existing applications, it presents difficult choices for data managers.
Posted August 11, 2020
Enterprises with forward-looking and well-honed data strategies will be able to navigate, and recover more quickly from, today's turbulent economy than their less data-savvy counterparts. However, even leading tech-forward companies are struggling with ways to employ data resources to better reach their customers and markets.
Posted August 11, 2020
In the future, the year 2020 may be seen as the critical turning point for digital transformation. The COVID-19 crisis has prompted individuals and organizations to reevaluate how they function, increasing reliance on online transactions, new strategies for collaboration and management, and innovative work-from-home approaches. The result has been a dramatic spike in data, which, of course, is the lifeblood of business today. To help companies make their data-driven goals a reality, each year, Database Trends and Applications presents the Readers' Choice Awards, providing an opportunity to recognize companies whose products are selected by experts—you, the readers.
Posted August 06, 2020
It has never been easier for businesses to collect significant amounts of data about their customers, their business, and their operations. However, there must be proper processes and systems in place to streamline the approach of making sense of all this data. Otherwise, it can be a needle in a haystack type of situation, limited by time and bandwidth even though the answer is in there.
Posted July 01, 2020
As hybrid cloud models evolve into the new standard for enterprise storage and the ability to quickly and easily extract value from digital assets becomes ever-more important, storage expertise remains critical. According to Gartner, by 2025, 40% of workloads will reside in the public cloud, 30% at the edge and 30% on-premise—compared to the 80% on-premise in 2019. However, storage managers must move beyond their traditional roles in response to this changing landscape—a challenge that many are embracing.
Posted July 01, 2020
The outbreak of the coronavirus, and the global pandemic that has ensued, has pushed millions of workers across the globe to work from home. This sudden sea-change in connectivity models and workforce management has left some businesses facing technical difficulties, as IT teams struggle to support hundreds or even thousands of workers on existing network capacity.
Posted July 01, 2020
At Data Summit Connect 2020, DataStax VP Bryan Kirschner discussed how to create value with data. Citing an article from The Economist, Kirschner noted that data is the world's most valuable resource, and data creates new rules for competition. This reality is changing how technologists and strategists think about orchestrating processes and tools as well as the priorities for all companies.
Posted July 01, 2020
Whether their strategy is acquiring new customers or building the profitability of existing customers, marketers need that holistic customer view. Since they are on the front line, making them an afterthought in the centralized data process will under-serve the enterprise.
Posted July 01, 2020
From data quality issues to architecting and optimizing models and data pipelines, there are many considerations to keep in mind with regard to machine learning. At Data Summit Connect, a free 3-day series of data-focused webinars, a session, titled "Unlocking the Power of Machine Learning," provided a close look at the challenges involved in using machine learning, as well as the enabling technologies, techniques, and applications required to achieve your goals. As part of the session, Rashmi Gupta, director data architecture, KPMG LLC, explained how to use tools for orchestration and version control to streamline datasets in a presentation, titled "Operationalizing of Machine Learning Data." Adding to the discussion, Andy Thurai, thought leader, blogger, and chief strategist at the Field CTO (thefieldcto.com), shared how infusing AI into operations can lead to improvements with his presentation, "AIOps the Savior for Digital Business Unplanned Outages."
Posted July 01, 2020