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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Shyalendar Reddy Allala

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Conference Aug 2026

SLA-Aware Scheduling with Slack-Weighted Prioritization for Multi-Tenant Cloud Orchestration Systems

Multi-tenant Software-as-a-Service (SaaS) platforms must satisfy heterogeneous Service Level Agreements (SLAs) while balancing tenant priorities under dynamic load. Existing schedulers such as Earliest Deadline First (EDF) emphasize deadline urgency, while proportional-share mechanisms such as Two-Dimensional Fair Queu...

S. Bayyavarapu, Srinivasateja Songa, Shyalendar Reddy Allala et al. · 0 citations
Conference Aug 2026

Effective Context Management for LLM Agents via Hybrid Chat History Optimization

Large Language Model (LLM)-based agents increasingly power conversational assistants, automation, and decision-support workflows. Their usefulness over long interactions depends on which prior dialogue is carried forward under a fixed context budget. Naive strategies either exhaust the window with full transcripts or c...

Srinivasateja Songa, S. Bayyavarapu, Nagesh Gulkotwar et al. · 0 citations
Conference Aug 2026

MAAT: Applied Computational Intelligence for Autonomous Software Testing via Deep Learning, Reinforcement Learning and Knowledge-Based Reasoning

Software testing consumes 30–40% of total development effort in modern continuous integration pipelines, yet existing automation tools treat it as a static, hand-coded problem rather than an applied intelligence challenge. We present MAAT (Multi-Agent Autonomous Testing), a computational intelligence framework that orc...

Vinil Pasupuleti, Shyalendar Reddy Allala, Shrey Tyagi et al. · 0 citations

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