Category: Networking & Content Delivery

​​​​Organizations are moving beyond single-model AI toward multi-agent architectures. In these systems, agents offload intermediate results to files rather than carrying everything in the prompt, because a large prompt inflates cost and degrades quality. A model’s context window is finite, so files become working memory that persists after a session ends. In multi-agent systems, a […]

Organizations delivering content on a global scale rely on distributed edge networks to cache and serve billions of requests daily. These architectures depend on highly aggressive Time-To-Live (TTL) configurations to maximize performance and minimize origin load. On a cache miss, the network falls through to the origin to retrieve the requested content. At this scale, […]

Large global organizations often struggle to efficiently manage data copies across different geographic regions when using distributed object storage services. Although several approaches exist for cross-region data writing, common solutions such as data replication or streaming can be costly and introduce latency issues. Many customers have core services deployed globally across multiple Amazon Web Services […]

As enterprises pursue digital transformation and smart operations, they’re challenged by the limitations of traditional file systems. Machine-generated data from connected systems and automation has pushed legacy storage solutions beyond their capabilities. In manufacturing, healthcare, logistics, financial services, and other industries, organizations need reliable access to data across globally distributed locations. These organizations face rising […]

Data has become the lifeblood of modern financial markets, driving everything from investment decisions to regulatory compliance. Nowhere is this more evident than in electronic trading, where the ability to efficiently store, process, and analyze historical market data can make the difference between success and failure. Market participants are witnessing an unprecedented surge in tick […]

KKCompany Technologies (KKCompany) is an AI multimedia technology group based in Taipei, with offices across Asia. Its flagship music streaming platform, KKBOX, serves over 12 million users worldwide. As its user base and music catalog rapidly grew, KKCompany faced significant challenges with its on-premises storage infrastructure. These included costly hardware scaling, constrained rack space, and […]

Healthcare and life sciences (HCLS) customers are generating more data than ever as they integrate the use of omics data with applications in drug discovery, clinical development, molecular diagnostics, and population health. The rate and volume of data that HCLS laboratories generate are a reflection of their lab instrumentation and day-to-day lab operations. Efficiently moving […]

Many users safeguard their on-premises infrastructure with Veeam Backup & Replication (VBR). This is done to minimize the physical backup infrastructure they need to acquire and maintain. Additionally, they seek to make sure that their backups reside in highly durable, secure, and cost-effective storage solutions. By using Amazon Simple Storage Service (S3), VBR users can […]

As the size of an organization’s disaster recovery (DR) implementation grows, we often see the role of the network grow in importance. The relationship between DR and the network should not come as a surprise, as we expect network performance and the ability to replicate data between the source environment and the DR site to […]

When managing a hybrid-cloud infrastructure, monitoring system health is essential for maintaining business continuity. Setting up comprehensive monitoring provides visibility into performance and availability of infrastructure components. By establishing alert thresholds and promptly responding to alarms, administrators can identify degraded performance or outages early. Quickly diagnosing and fixing the issues maximizes uptime. AWS Storage Gateway, […]