Intelligent Tiering for CD4ML S3 Buckets
Summaryโ
The goal of this change is, mainly, to cut costs across all of the cd4ml buckets, since it's been noticed that we have a lot of stored objects, sometimes summing up to terabytes of used space.
The goal of this change is, mainly, to cut costs across all of the cd4ml buckets, since it's been noticed that we have a lot of stored objects, sometimes summing up to terabytes of used space.
25-PI3 (May 6 โ June 30, 2025) broadened CAIP Offboard v1/v1.5 agent and notebook capabilities, expanded data and experiment-tracking availability, and added self-hosted models as a managed LLM API option.
25-PI2 (March 11 โ May 5, 2025) expanded CAIP Offboard v1/v1.5 agent development, notebook options, and managed data connectivity, while making LLM API access management easier to operate.
25-PI1 (January 14 โ March 10, 2025) made CAIP Offboard v1/v1.5 pipeline development and job investigation more approachable, refreshed notebook images, and strengthened reliability for existing LLM API integrations.
24-PI6 (October 22, 2024 โ January 13, 2025) improved CAIP build and scheduling reliability, extended Glue support, and marked CAIP Offboard v2's first LLM API release with authenticated model access.
24-PI5 (August 27 โ October 21, 2024) advanced comparison workflows, build reliability, and live inference in CAIP Offboard v1/v1.5, giving teams more confidence and visibility across the delivery journey.
24-PI4 (July 2 โ August 26, 2024) streamlined CAIP project delivery and brought richer operational metrics to pipeline workloads, helping teams move from delivery to insight with less friction.
24-PI3 (May 7 โ July 1, 2024) made CAIP projects more configurable, broadened Python 3.11 notebook support, and gave teams clearer ways to inspect Glue workloads and pipeline metrics.
24-PI2 (March 12 โ May 6, 2024) strengthened the reliability and flexibility of CAIP workflows, expanded modern notebook choices, and introduced a focused environment for exploring GenAI capabilities.
24-PI1 (January 16 โ March 11, 2024) gave CAIP teams a stronger foundation for building, observing, and operating pipelines, while opening managed access to foundation models for eligible users.