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Edge Computing With Actian Zen: Paving the Way for a Sustainable Future

Consider your morning commute–taking your kids to school, your morning coffee run, hurrying to the office–how much time do you spend in the car? And how much money are you spending filling up your tank? Or maybe you’re like me and desperately trying not to think about your carbon footprint every time you drive 20 minutes (each way!) to the grocery store.

Now imagine how it would be if your office was just a block or two down the street, daycare right next door, and your grocery store in-between. Imagine the time savings, cost savings, and reduction in your personal carbon emissions if you could do everything you need, but without having to travel as far. If you could snap your fingers to make it happen, would you?

That’s the question being asked across the world of data processing. Businesses are increasingly seeking efficient and sustainable ways to manage and process their data across the world. End-users are less patient and the sheer volume of data being transferred from one endpoint to the next has massive implications for energy consumption and overall latency.

One solution to this is edge computing, which is the data processing equivalent of reducing your commute from an hour to two minutes. Not only does edge computing use fewer resources and energy, but it’s faster and more efficient, making it a greener choice for managing data.

Understanding Edge Computing

Before delving into the sustainability benefits, it’s crucial to understand what edge computing is. Edge computing is a distributed computing framework where data is processed closer to where it is generated, rather than relying on a centralized data center or the cloud. If you’ve ever used the Target App for shopping, you may notice it’ll give a little warning for items that are low in stock. “Only 2 left at your store!” Retailers like Target use edge enabled sensors to track products on shelves in real-time, automating inventory management for a more reliable picture of what’s available locally.

If not for IoT sensors and edge computing, you likely wouldn’t get a real-time view of inventory– data would be collected via barcode scans, transferred to a centralized data center that could be states away, batch processed, and then synchronized with inventory systems. This could take minutes, hours, or even days depending on the company, and this process is rife with problems like latency, network reliability, bandwidth constraints, and high infrastructure costs. Not to mention that a central server represents a single point of failure–meaning if one store is down, they all are. Not a great experience for shoppers, and a great case for moving to the edge.

The Sustainability Edge

Because it’s 2024, sustainability and environmental, social, and governance (ESG) initiatives are paramount. For example, 90% of S&P 500 companies release ESG reports, and ESG initiatives are considered by 89% of investors when making investment decisions. Sticking with those high numbers, 89% of executives plan to increase their overall technology budget, and 28% say that at least one-fifth of their workforce is involved in emerging tech as part of their primary job function. That’s a huge amount of people who are actively considering both sustainability and emerging technologies in their day-to-day work, in their projections, and in their strategic initiatives.

Edge computing marries these two initiatives beautifully. For instance, 60% of companies are using edge to some degree today, and half of those have deeply integrated edge into their digital core. In fact, Forbes predicts a mass migration from the cloud to the edge in 2024. The sustainability advantages perfectly complement the cost savings and consumer benefits of edge computing as opposed to the traditional cloud.

Here are three primary ways edge computing supports ESG:

  1. Reduced Energy Consumption: Traditional data centers and cloud computing require substantial energy to power and cool the vast arrays of servers. This energy consumption not only translates into high operational costs but also contributes significantly to carbon emissions. Edge computing, on the other hand, decentralizes data processing, distributing it across multiple edge devices that are often located closer to the data source. This decentralization reduces the load on central data centers, leading to lower overall energy consumption.
  2. Optimized Bandwidth Usage: Transmitting large volumes of data to and from centralized data centers or the cloud can be bandwidth-intensive. This not only increases operational costs but also places a strain on network infrastructure. By processing data at the edge, organizations can significantly reduce the amount of data that needs to be transmitted over the network. This not only optimizes bandwidth usage but also reduces the associated energy consumption and emissions.
  3. Decreased Latency and Improved Efficiency: One of the inherent advantages of edge computing is the reduction in latency. By processing data closer to the source, edge computing eliminates the delays associated with transmitting data to distant data centers. This not only enhances the speed and responsiveness of applications but also improves overall system efficiency.

Actian Zen: A Sustainable Edge Solution

Edge computing doesn’t exist in a vacuum, and it takes the right toolkit to take advantage of all the benefits. You need to be sure you have the right database and a database management system (DBMS) that’s edge compatible.

Enter Actian Zen, a high-performance, embedded, and zero-administration DBMS designed for edge computing, IoT applications, and mobile environments. Known for its small footprint, low resource consumption, and ability to operate efficiently on a wide range of devices, Actian Zen provides a versatile and powerful DBMS that meets the needs of modern business across various industries.

Three main benefits Zen delivers include:

  1. Optimizing IT and Cloud Expenditures: Actian Zen is designed to operate efficiently on a wide range of devices, from IoT sensors to industrial gateways. Its compact size means it can be deployed on low-power devices, reducing the need for energy-intensive hardware. Additionally, by processing data locally at the edge, Actian Zen significantly reduces the need for extensive data transmission to central servers or cloud environments. This local processing minimizes bandwidth usage and decreases the load on centralized data centers, leading to lower operational costs associated with data storage and cloud services. Furthermore, the reduced reliance on large, energy-intensive data centers aligns with sustainability goals by lowering overall energy consumption and carbon emissions.
  2. Ensuring Compliance with Internal Policies and External Regulations: By enabling data processing at the edge, Actian Zen reduces the need for data transmission to centralized servers, thus saving bandwidth and energy. This local processing aligns with sustainability initiatives aimed at reducing energy consumption and emissions. Actian Zen also features role-based access, which allows for granular control over who can access and manipulate data, aligning with internal security policies and regulatory standards.
  3. Enabling Scalability and Flexibility to Accommodate Future Growth: With Actian Zen, developers can scale from a core set of libraries capable of single-user client data management to a full-fledged, enterprise-grade server. It’s capable of supporting thousands of users on multicore, VM cloud environments, or in Docker containers with Kubernetes orchestration and Helm chart deployment configuration.

Zen: The Sustainable Database Solution

As the demand for sustainable computing solutions grows, edge computing with Actian Zen emerges as a game-changer. By reducing energy consumption, optimizing bandwidth usage, and decreasing latency, Actian Zen not only enhances operational efficiency but also contributes to a greener future. If you’re looking to balance performance with sustainability, you’ll find Actian Zen’s edge computing capabilities to be a compelling choice. Embrace the power of edge computing with Actian Zen and take a step toward a more sustainable, efficient, and environmentally friendly future.

The post Edge Computing With Actian Zen: Paving the Way for a Sustainable Future appeared first on Actian.


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Author: Kasey Nolan

How to Use Business Intelligence to Support Strategic Sustainability

In our modern business world, where new trends, demands, and innovation can happen at lightning-fast speed, sustainability has become a top focus for executives and customers. In response, forward-thinking organizations are looking for ways to minimize their global impact, reduce carbon emissions, and implement sustainability best practices to optimize efficiency without sacrificing profitability.

As noted in Harvard Business Review (HBR), consumers are viewing sustainability as a baseline requirement when making purchases. “Our research suggests we’re on the brink of a major shift in consumption patterns, where truly sustainable brands—those that make good on their promises to people and the planet—will seize the advantage from brands that make flimsy claims or that have not invested sufficiently in sustainability.”

One effective approach for strategically supporting and measuring sustainability, including environmental, social, and governance (ESG) efforts, is to use business intelligence (BI). BI is a trusted, powerful, and proven process that transforms data into actionable insights to enable confident and informed decision-making. The insights can be applied to sustainability goals.

The Crucial Role of BI in Improving Sustainability

BI can play a pivotal role in your sustainability efforts by analyzing data related to resource usage, energy consumption, and waste across business operations, supply chains, manufacturing processes, product design and lifecycle, and other areas. BI insights can uncover patterns such as spikes in energy usage, areas most prone to waste, or process inefficiencies that create barriers to achieving sustainability goals.

The power of BI stems from its ability to perform analytics on large volumes of data from a variety of sources. This capability enables you to monitor and report on sustainability efforts while identifying areas where you can improve processes to reduce your environmental impact.

For example, a manufacturer using BI can determine that a specific process run at a certain time of the day is causing the company to consume significantly more energy. The process could potentially be altered to improve efficiency, lowering energy usage. Another example is in the transportation and logistics industry. These companies can use real-time BI to optimize their deliveries based on traffic, weather, and other factors for the fastest route possible, which can reduce carbon emissions and use less energy.

When BI is used in conjunction with data visualization tools, the insights are put into charts, graphs, or maps. This makes the insights easy to understand, even for people without a technical or analytical background. You can look at data about your organization’s waste, for example, to find out at a glance where there are opportunities for recycling or waste reduction.

BI Demands Efficient Data Management Processes

One common challenge many organizations face when leveraging BI for sustainability, or for any other use case, is managing the expansive data sets that are available. Data management is a necessity for any BI or analytics project, but many organizations lack this essential capability. It can be due to a lack of scalability, an inability to easily add data pipelines, outdated integration tools that can’t easily ingest and share data, or information stuck in silos. This limits the data that can be used for BI, which in turn can lead to inaccurate or incomplete insights.

That’s why you need modern data processing and BI capabilities. You also need to ensure that your data is accurate, reliable, and trusted in order to have full confidence in the results. A modern data management strategy is required for effective BI. The strategy should equip your organization to handle the volume, variety, and velocity of data and make it accessible and available for BI.

Data management best practices also include cleansing, enriching, and aggregating data to ensure it has the quality you need. You must also determine if your BI requires real-time or near real-time data and if so, have a platform in place to deliver data at the speed you need. Data management, BI, and sustainability are intertwined—data management provides data quality and accessibility, while BI turns the data into strategic insights to inform and refine sustainable strategies.

BI is a Key Enabler for the Future of Sustainability

If your organization is placing an increasing focus on sustainability, you’ll realize the value of BI to help with these efforts. The power of BI and the evolution of BI technology will help you better anticipate resource needs, have the insights needed to proactively minimize your environmental impact, and forecast trends that could affect sustainability. You’ll also have the insights needed to align your business goals with ESG objectives.

BI is a powerful tool in your arsenal to implement and continually improve sustainability practices. With detailed and accurate data analysis, along with the ability to drill down into issues for granular details, you can identify new opportunities to drive efficiencies, make better use of your resources, and take meaningful actions that reduce your environmental footprint.

Moving forward, integrating BI processes into business sustainability strategies will become more common and sophisticated—and more necessary. BI is positioned to play an essential role in enabling data-driven decisions that promote ESG without compromising business performance. In fact, BI can help you strike an acceptable balance that encourages growth for both sustainability and the business.

Managing data and embracing BI are two steps needed to become more sustainable in our increasingly eco-conscious world. Likewise, data and BI can be instrumental in identifying areas that can benefit from increased efficiencies, pinpointing resources that are being underutilized, and determining where sustainability efforts can make the most impact.

Actian Offers the Ideal Platform to Support Sustainability

With consumers, business partners, and business stakeholders placing a strong emphasis on sustainability and ESG responsibility, BI stands out as a proven tool to guide you toward sustainable practices while also boosting the bottom line. Actian can help you integrate and manage your data for BI and analytics.

Our high-performance technologies can bring together large volumes of data for analysis. We can integrate data from various sources, including internet of things (IoT) devices, supply chains, manufacturing processes, and energy metrics for a comprehensive view of your ESG posture.

The scalable Actian Data Platform makes data easy to integrate, manage, and analyze to support your sustainability goals, regardless of the size or complexity of your data sets. You can also use the platform for predictive modeling to determine how proposed process changes will affect sustainability.

At Actian, we’re committed to data-driven sustainability and encourage our customers to also use data to make a positive environmental impact.

The post How to Use Business Intelligence to Support Strategic Sustainability appeared first on Actian.


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Author: Actian Corporation

How to Measure and Report on Supply Chain Sustainability the Right Way

In an era where sustainability is not just a buzzword, but a strategic imperative, the supply chain plays a pivotal role in shaping an organization’s environmental and social footprint. Here are some ways to guide your business on the essential aspects of measuring and reporting sustainability within the supply chain, focusing on data management, goal and metric definitions, and adherence to reporting standards.

Data Management: Unraveling the Threads of Sustainability

In the intricate web of supply chain operations, data serves as the thread that weaves together the fabric of sustainability. Comprehensive data management is essential for measuring, monitoring, and optimizing sustainability initiatives within all aspects of your organization’s supply chain.

The first step in sustainable data management is collecting relevant information across the organization. Some examples of this data include energy consumption, water usage, waste generation, emissions, and social impact factors such as labor practices and community engagement. The challenge, however, is gathering data from diverse sources—including suppliers, manufacturers, logistics partners, and internal operations. Strategies for overcoming this include implementing data-sharing agreements with vendors, conducting regular audits, and leveraging emerging technologies like Internet of Things (IoT) sensors, blockchain, and the API integration capabilities of your data platform to track and trace environmental and social performance throughout the supply chain.

Once collected, sustainability data must be organized coherently and structured to facilitate fast analysis and decision-making. This means establishing a clear taxonomy and data schema that categorizes information according to relevant sustainability indicators, like carbon emissions or waste generation. This is where data visualization tools and dashboards come in handy because they will help present the information in a user-friendly format.

Defining Goals and Metrics: Charting a Course for Sustainable Success

Once the data is collected and integrated, the next step is to establish goals and metrics for meaningful action and measurable progress. By breaking down silos and integrating data from various departments, sources, and stakeholders, organizations can gain a comprehensive understanding of their environmental and social impact across the entire supply chain. This integrated approach allows you to identify and establish goals that address the most significant areas of opportunity and risk.

Implementing policies to act on the data requires a strategic and proactive approach that aligns with your defined goals and metrics. Best practices include setting ambitious, yet achievable, targets based on data-driven insights and industry benchmarks. These targets should provide clear direction and accountability for sustainability efforts. Additionally, your organization should develop policies and procedures to track progress toward these targets, leveraging technology and data analytics to monitor performance in real-time to course correct as needed.

Establishing a culture of continuous improvement and accountability is essential, with regular reviews and updates to policies and targets based on evolving data insights and stakeholder expectations.

Reporting Standards: Navigating the Landscape of Transparency

Established reporting frameworks such as the Global Reporting Initiative (GRI) and the Sustainability Accounting Standards Board (SASB) play a crucial role in guiding organizations toward transparent and consistent sustainability reporting. These frameworks provide comprehensive guidelines and standardized metrics for measuring and disclosing environmental, social, and governance (ESG) performance.

Adhering to recognized reporting standards helps organizations enhance credibility and comparability in the eyes of stakeholders—including investors, customers, employees, and regulators. Consistent reporting enables investors to make informed investment decisions, customers to make ethical purchasing choices, and regulators to enforce compliance with environmental and social regulations.

The emergence of integrated reporting represents a paradigm shift in how organizations disclose their performance and make holistic decisions, moving beyond traditional financial metrics to encompass broader value creation for all stakeholders. Integrated reporting seeks to present financial and sustainability performance cohesively, acknowledging the interconnectedness between financial success and environmental and social impact.

By integrating financial and non-financial data into a single, comprehensive report, organizations can provide stakeholders with a holistic view of their long-term value-creation strategy. Integrated reporting encourages a more balanced and sustainable approach to business decision-making, where financial considerations are complemented by environmental and social considerations. Organizations are increasingly recognizing the importance of holistic value creation, integrated reporting, and integrated data in general, as the key for communicating sustainability performance and demonstrating long-term resilience and viability.

Integration is Hard, but Actian Can Help

The Actian Data Platform offers invaluable capabilities to companies striving to enhance their ESG efforts and reporting accuracy. By providing a unified platform for data management, integration, and analytics, Actian empowers organizations to access, analyze, and leverage sustainability-related data from across the entire supply chain in real-time.

With these real-time insights into key ESG metrics, your company can make informed decisions that drive sustainable practices and optimize resource usage. Actian’s advanced integration capabilities empower your organization to identify trends, patterns, and opportunities for improvement, facilitating proactive interventions to minimize environmental impact and maximize social responsibility. Moreover, by streamlining data collection and aggregation, Actian enhances confidence that sustainability reports are comprehensive, accurate, and timely, bolstering credibility and trust with stakeholders.

Measuring and reporting sustainability in the supply chain requires a strategic and holistic approach. By mastering data management, defining clear goals and metrics, and adhering to reporting standards, businesses can not only enhance their environmental and social impact but also build trust with stakeholders. By making data easy, the Actian Data Platform enables you to drive and monitor sustainability initiatives across your entire supply chain.

The post How to Measure and Report on Supply Chain Sustainability the Right Way appeared first on Actian.


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Author: Actian Corporation

Measuring and Reporting on Supply Chain Sustainability the Right Way

In an era where sustainability is not just a buzzword but a strategic imperative, the supply chain plays a pivotal role in shaping an organization’s environmental and social footprint. Here are some ways to guide your business on the essential aspects of measuring and reporting sustainability within the supply chain, focusing on data management, goal and metric definitions, and adherence to reporting standards.

Data Management: Unraveling the Threads of Sustainability

In the intricate web of supply chain operations, data serves as the thread that weaves together the fabric of sustainability. Comprehensive data management is essential for measuring, monitoring, and optimizing sustainability initiatives within all aspects of your organization’s supply chain.

The first step in sustainable data management is collecting relevant information across the organization. Some examples of this data include energy consumption, water usage, waste generation, emissions, and social impact factors such as labor practices and community engagement. The challenge, however, is gathering data from diverse sources—including suppliers, manufacturers, logistics partners, and internal operations. Strategies for overcoming this include implementing data-sharing agreements with vendors, conducting regular audits, and leveraging emerging technologies like Internet of Things (IoT) sensors, blockchain, and the API integration capabilities of your data platform to track and trace environmental and social performance throughout the supply chain.

Once collected, sustainability data must be organized coherently and structured to facilitate fast analysis and decision-making. This means establishing a clear taxonomy and data schema that categorizes information according to relevant sustainability indicators, like carbon emissions or waste generation. This is where data visualization tools and dashboards come in handy because they will help present the information in a user-friendly format.

Defining Goals and Metrics: Charting a Course for Sustainable Success

Once the data is collected and integrated, the next step is to establish goals and metrics for meaningful action and measurable progress. By breaking down silos and integrating data from various departments, sources, and stakeholders, organizations can gain a comprehensive understanding of their environmental and social impact across the entire supply chain. This integrated approach allows you to identify and establish goals that address the most significant areas of opportunity and risk.

Implementing policies to act on the data requires a strategic and proactive approach that aligns with your defined goals and metrics. Best practices include setting ambitious, yet achievable, targets based on data-driven insights and industry benchmarks. These targets should provide clear direction and accountability for sustainability efforts. Additionally, your organization should develop policies and procedures to track progress toward these targets, leveraging technology and data analytics to monitor performance in real-time to course correct as needed.

Establishing a culture of continuous improvement and accountability is essential, with regular reviews and updates to policies and targets based on evolving data insights and stakeholder expectations.

Reporting Standards: Navigating the Landscape of Transparency

Established reporting frameworks such as the Global Reporting Initiative (GRI) and the Sustainability Accounting Standards Board (SASB) play a crucial role in guiding organizations toward transparent and consistent sustainability reporting. These frameworks provide comprehensive guidelines and standardized metrics for measuring and disclosing environmental, social, and governance (ESG) performance.

Adhering to recognized reporting standards helps organizations enhance credibility and comparability in the eyes of stakeholders—including investors, customers, employees, and regulators. Consistent reporting enables investors to make informed investment decisions, customers to make ethical purchasing choices, and regulators to enforce compliance with environmental and social regulations.

The emergence of integrated reporting represents a paradigm shift in how organizations disclose their performance and make holistic decisions, moving beyond traditional financial metrics to encompass broader value creation for all stakeholders. Integrated reporting seeks to present financial and sustainability performance cohesively, acknowledging the interconnectedness between financial success and environmental and social impact.

By integrating financial and non-financial data into a single, comprehensive report, organizations can provide stakeholders with a holistic view of their long-term value-creation strategy. Integrated reporting encourages a more balanced and sustainable approach to business decision-making, where financial considerations are complemented by environmental and social considerations. As organizations increasingly recognize the importance of holistic value creation, integrated reporting, and integrated data in general, is the key for communicating sustainability performance and demonstrating long-term resilience and viability.

Integration is Hard, but Actian Can Help

The Actian Data Platform offers invaluable capabilities to companies striving to enhance their ESG efforts and reporting accuracy. By providing a unified platform for data management, integration, and analytics, Actian empowers organizations to access, analyze, and leverage sustainability-related data from across the entire supply chain in real-time.

With these real-time insights into key ESG metrics, your company can make informed decisions that drive sustainable practices and optimize resource usage. Actian’s advanced integration capabilities empower your organization to identify trends, patterns, and opportunities for improvement, facilitating proactive interventions to minimize environmental impact and maximize social responsibility. Moreover, by streamlining data collection and aggregation, Actian enhances confidence that sustainability reports are comprehensive, accurate, and timely, bolstering credibility and trust with stakeholders.

Measuring and reporting sustainability in the supply chain requires a strategic and holistic approach. By mastering data management, defining clear goals and metrics, and adhering to reporting standards, businesses can not only enhance their environmental and social impact but also build trust with stakeholders. By making data easy, the Actian Data Platform enables you to drive and monitor sustainability initiatives across your entire supply chain.

The post Measuring and Reporting on Supply Chain Sustainability the Right Way appeared first on Actian.


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Author: Actian Corporation

Understanding ESG: For a Better Tomorrow

There’s a growing movement emerging within socially responsible companies at a time when the world is faced with environmental crises, inequality, and economic disparities. Enter ESG: Environmental, Social, and Governance.

ESG criteria play a pivotal role in shaping how companies are evaluated. ”Five ways that ESG creates value” by McKinsey & Company highlights how ESG factors extend beyond financial performance by influencing decisions made by investors, stakeholders, and society at large. Decision-making is now greatly influenced by ESG factors, which compel firms to demonstrate their commitment toward a sustainable environment, social responsibility, and fairness in business practices. 

Let’s take a deeper dive into each aspect of ESG:

1.    Environmental: This is the environmental impact of a company. It includes things like CO2 emissions, consumption of resources, waste handling, and a shift toward renewable energy. Often, organizations follow eco-friendly practices, aim at reducing their carbon footprint, and take active measures for the mitigation of climate change.

2.    Social: ESG’s societal dimension refers to how well an enterprise treats its society, including stakeholders. These include variables like culture and inclusion, health, social welfare, and human rights. To achieve such a culture, companies embrace social responsibility by fostering inclusion and promoting the local community while treating employees and suppliers with respect.

3.    Governance: Governance refers to the system of rules, practices, and processes that control a company. This includes the makeup of the board, compensation of executives, openness of operations, and accountability. Good governance encourages ethical decisions, shields shareholders’ rights, and promotes long-term wealth creation. 

Why is ESG important?

There are several reasons ESG has been growing in importance. Initially, there were a growing number of individuals who focused on ESG in making investment decisions. These investors believed that environmental, social, and corporate governance (ESG) issues influence the potential for high returns in the future.

According to the World Economic Forum, investments in sustainability are expected to exceed $53 Trillion globally by 2025. This demonstrates that ESG is no longer just a niche concept but has evolved into a mainstream investment approach. Consumers are also more aware of how their choices affect the environment and society. They tend to make purchases from companies that align with their value system and exert an influence in positive ways. Additionally, regulators are increasing strictures in ESG, and companies must meet those standards.

ESG within Actian

ESG is a critical component of our operations at Actian. Our focus on environmental sustainability has led us to explore how to continuously reduce our carbon footprint, optimize energy consumption, and promote eco-friendly initiatives. This is coupled with nurturing a workplace that accommodates diversity and upholds fairness in employment of every worker. Actian participates in several outreach programs that provide assistance to its surrounding community through volunteering initiatives.

ESG signifies an underlying change in how corporations are assessed and viewed. Stakeholders demand this understanding as well as implementation of ESG principles; it is our duty for a better tomorrow. At Actian, our focus is to make a tangible difference through our software solutions and responsible corporate behavior.

The post Understanding ESG: For a Better Tomorrow appeared first on Actian.


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Author: Jennifer Jackson

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