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Alibaba Cloud Big Data AI Platform

The Alibaba Cloud Big Data AI Platform builds on Alibaba’s leading cloud infrastructure, big‑data and AI engineering capabilities, scenario algorithms, and extensive industry experience to offer enterprises and developers a one‑stop, cloud‑native big‑data and AI capability suite. It boosts AI development efficiency, enables large‑scale AI deployment across industries, and drives business value.

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Latest from Alibaba Cloud Big Data AI Platform

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Alibaba Cloud Big Data AI Platform

Aug 26, 2026 · Artificial Intelligence

How Alibaba Cloud Elasticsearch’s Cloud‑Native Vector Engine Tops VectorDBBench

Alibaba Cloud Elasticsearch on ES 9.4, using the FalconSeek HNSW engine, achieves 82,520 QPS at 0.98 recall with a 1.8 ms P99 latency in VectorDBBench, and the article explains the end‑to‑end architectural redesign—including quantized candidate recall, batch distance computation, hot‑data layout, on‑demand re‑ranking, and segment lifecycle integration—that makes these results possible.

AI SearchCloud NativeElasticSearch

0 likes · 17 min read

How Alibaba Cloud Elasticsearch’s Cloud‑Native Vector Engine Tops VectorDBBench

Alibaba Cloud Big Data AI Platform

Aug 24, 2026 · Artificial Intelligence

How Paimon and Milvus Build an AI‑Native Multimodal Data Lake

The article analyzes the structural challenges of maintaining separate data lake and vector database systems for AI agents and multimodal workloads, and presents an open‑source integration of Apache Paimon and Milvus that unifies storage, governance, and high‑performance vector retrieval on a single data plane.

AI InfrastructureAgentic AIApache Paimon

0 likes · 24 min read

How Paimon and Milvus Build an AI‑Native Multimodal Data Lake

Alibaba Cloud Big Data AI Platform

Aug 23, 2026 · Artificial Intelligence

How MaxCompute Vector Search Bridges Products and Overseas Social Media for Real‑Time Cross‑Border Selection

The article details how a cross‑border e‑commerce platform replaced a costly Proxima‑based image retrieval system with MaxCompute offline vector search, achieving massive CPU and memory savings while enabling merchants to see real‑time overseas social‑media popularity for product selection.

AIBig DataCross-border E-commerce

0 likes · 9 min read

How MaxCompute Vector Search Bridges Products and Overseas Social Media for Real‑Time Cross‑Border Selection

Alibaba Cloud Big Data AI Platform

Aug 1, 2026 · Big Data

Designing a Differentiated DSP Near‑Real‑Time Data Warehouse with Flink, DLF Paimon, and EMR Serverless StarRocks

The DSP advertising data pipeline was re‑architected by splitting three distinct links—NRR, BT, and CT—and assigning DLF Paimon for massive low‑frequency data, EMR Serverless StarRocks primary tables for high‑value low‑latency queries, and unified service‑layer merging, achieving 2‑minute freshness, sub‑5 ms point queries, ~60% storage cost reduction, and improved fault isolation.

DLF PaimonDSPEMR Serverless

0 likes · 12 min read

Designing a Differentiated DSP Near‑Real‑Time Data Warehouse with Flink, DLF Paimon, and EMR Serverless StarRocks

Alibaba Cloud Big Data AI Platform

Jul 31, 2026 · Big Data

Dual‑Dimension Cost Cutting for EMR Serverless Spark AI Functions

The article explains how EMR Serverless Spark AI Functions incur costs from model inference and Spark compute, and presents a two‑pronged cost‑saving strategy—AI query optimization to cut unnecessary calls and asynchronous Batch File inference to lower unit prices and release executor resources—complete with examples, benchmarks, and configuration guidance.

AI FunctionBatch InferenceEMR Serverless

0 likes · 20 min read

Dual‑Dimension Cost Cutting for EMR Serverless Spark AI Functions

Alibaba Cloud Big Data AI Platform

Jul 31, 2026 · Artificial Intelligence

How Agentic AI Drives the Evolution from Compute Power to Full‑Stack Infrastructure

The article outlines Alibaba Cloud's PAI platform evolution for Agentic AI, detailing a four‑layer stack—from massive heterogeneous compute resources and unified scheduling to enterprise‑grade token services, scenario‑focused AI engineering, and an Agentic interface—while providing concrete performance metrics and architectural insights.

AI InfrastructureAgentic AIAlibaba Cloud

0 likes · 17 min read

How Agentic AI Drives the Evolution from Compute Power to Full‑Stack Infrastructure

Alibaba Cloud Big Data AI Platform

Jul 30, 2026 · Big Data

How EMR Serverless Spark Achieves 4× Faster PB‑Scale Text Deduplication

The article analyzes how migrating a large‑scale text deduplication workflow to Alibaba Cloud EMR Serverless Spark, using built‑in MinHash‑LSH functions and the Fusion Engine vectorized executor, reduces processing time from days to hours, cuts shuffle failures to zero, and eliminates most operational overhead.

AI data preprocessingBig DataEMR Serverless Spark

0 likes · 16 min read

How EMR Serverless Spark Achieves 4× Faster PB‑Scale Text Deduplication

Alibaba Cloud Big Data AI Platform

Jul 29, 2026 · Big Data

Exploring EMR Serverless StarRocks AI Functions: Multimodal Embedding, Semantic Aggregation, and Mixed Retrieval

The article analyzes the newly released AI Function suite in Alibaba Cloud EMR Serverless StarRocks, detailing multimodal embedding, AI‑driven aggregation, semantic filtering, mixed vector‑full‑text search, architectural advantages such as SQL‑native execution, async pipelines, bounded resources, and real‑world use cases in advertising, gaming, and finance.

AI FunctionSQLStarRocks

0 likes · 16 min read

Exploring EMR Serverless StarRocks AI Functions: Multimodal Embedding, Semantic Aggregation, and Mixed Retrieval

Alibaba Cloud Big Data AI Platform

Jul 29, 2026 · Artificial Intelligence

Muka Robotics' LJM Secures WorldArena Runner‑Up Spot with Full‑Process Training on Alibaba Cloud PAI

Muka Robotics' embodied world model LJM achieved second place in the WorldArena leaderboard with an EWMScore_P of 73.06, thanks to a dual‑expert architecture, MoT shared attention, Value‑Driven Temporal Conditioning, and full‑process training on 32 Alibaba Cloud Zhenwu 810E GPUs, which also delivered state‑of‑the‑art results on the LIBERO benchmark.

Alibaba Cloud PAIbenchmarkingembodied AI

0 likes · 9 min read

Muka Robotics' LJM Secures WorldArena Runner‑Up Spot with Full‑Process Training on Alibaba Cloud PAI

Alibaba Cloud Big Data AI Platform

Jul 28, 2026 · Big Data

Alibaba Cloud Hologres Tops TPC‑H 3TB Benchmark with Best Cost‑Performance

Alibaba Cloud Hologres achieved 8,443,627 QphH@3000GB, ranking first on the TPC‑H 3TB performance list with a 54% lead over the runner‑up and the lowest cost‑per‑QphH at 390.47 CNY, demonstrating superior speed and efficiency for real‑time analytics.

HologresReal-time Data WarehouseTPC-H

0 likes · 7 min read

Alibaba Cloud Hologres Tops TPC‑H 3TB Benchmark with Best Cost‑Performance